diff --git a/.DS_Store b/.DS_Store index b04e01c6..70b672f7 100644 Binary files a/.DS_Store and b/.DS_Store differ diff --git a/app.py b/app.py index cd670b0a..ec389ca0 100644 --- a/app.py +++ b/app.py @@ -20,7 +20,14 @@ from ollama import chat import pyarrow.parquet as pq import pandas as pd +import sys +# Add the project root to the Python path +project_root = os.path.abspath(os.path.join(os.path.dirname(__file__), '..')) +sys.path.insert(0, project_root) + +import gradio as gr +from graphrag.query import cli # Set up logging log_queue = queue.Queue() @@ -80,24 +87,71 @@ def create_setting_component(key, value): outputs=[status] ) -def run_command(command): - try: - result = subprocess.run(command, shell=True, check=True, capture_output=True, text=True) - return result.stdout - except subprocess.CalledProcessError as e: - return f"Error: {e.stderr}" - -def index_graph(root_dir): +def index_graph(progress=gr.Progress()): + root_dir = "./ragtest" command = f"python -m graphrag.index --root {root_dir}" logging.info(f"Running indexing command: {command}") - result = run_command(command) + + # Create a queue to store the output + output_queue = queue.Queue() + + def run_command_with_output(): + process = subprocess.Popen(command, shell=True, stdout=subprocess.PIPE, stderr=subprocess.STDOUT, text=True) + for line in iter(process.stdout.readline, ''): + output_queue.put(line) + process.stdout.close() + process.wait() + + # Start the command in a separate thread + thread = threading.Thread(target=run_command_with_output) + thread.start() + + # Initialize progress + progress(0, desc="Starting indexing...") + + # Process the output and update progress + full_output = [] + while thread.is_alive() or not output_queue.empty(): + try: + line = output_queue.get_nowait() + full_output.append(line) + + # Update progress based on the output + if "Processing file" in line: + progress((0.5, None), desc="Processing files...") + elif "Indexing completed" in line: + progress(1, desc="Indexing completed") + + yield "\n".join(full_output), update_logs() + except queue.Empty: + time.sleep(0.1) + + thread.join() logging.info("Indexing completed") - return result, update_logs() + return "\n".join(full_output), update_logs() -def run_query(root_dir, method, query, history): - command = f"python -m graphrag.query --root {root_dir} --method {method} \"{query}\"" - result = run_command(command) - return result +def run_query(root_dir, method, query, history, model, temperature, max_tokens): + system_message = f"You are a helpful assistant performing a {method} search on the knowledge graph. Provide a concise and relevant answer based on the query." + messages = [{"role": "system", "content": system_message}] + for item in history: + if isinstance(item, tuple) and len(item) == 2: + human, ai = item + messages.append({"role": "user", "content": human}) + messages.append({"role": "assistant", "content": ai}) + messages.append({"role": "user", "content": query}) + + try: + response = chat( + model=model, + messages=messages, + options={ + "temperature": temperature, + "num_predict": max_tokens + } + ) + return response['message']['content'] + except Exception as e: + return f"Error: {str(e)}" def upload_file(file): if file is not None: @@ -195,9 +249,19 @@ def manage_data(): "input_files": input_files } + def find_latest_graph_file(root_dir): pattern = os.path.join(root_dir, "output", "*", "artifacts", "*.graphml") graph_files = glob.glob(pattern) + if not graph_files: + # If no files found, try excluding .DS_Store + output_dir = os.path.join(root_dir, "output") + run_dirs = [d for d in os.listdir(output_dir) if os.path.isdir(os.path.join(output_dir, d)) and d != ".DS_Store"] + if run_dirs: + latest_run = max(run_dirs) + pattern = os.path.join(root_dir, "output", latest_run, "artifacts", "*.graphml") + graph_files = glob.glob(pattern) + if not graph_files: return None @@ -205,7 +269,8 @@ def find_latest_graph_file(root_dir): latest_file = max(graph_files, key=os.path.getmtime) return latest_file -def update_visualization(root_dir, folder_name, file_name): +def update_visualization(folder_name, file_name): + root_dir = "./ragtest" if not folder_name or not file_name: return None, "Please select a folder and a GraphML file." file_name = file_name.split("] ")[1] if "]" in file_name else file_name # Remove file type prefix @@ -310,9 +375,13 @@ def update_logs(): def chat_with_llm(message, history, system_message, temperature, max_tokens, model): messages = [{"role": "system", "content": system_message}] - for human, ai in history: - messages.append({"role": "user", "content": human}) - messages.append({"role": "assistant", "content": ai}) + for item in history: + if isinstance(item, tuple) and len(item) == 2: + human, ai = item + messages.append({"role": "user", "content": human}) + messages.append({"role": "assistant", "content": ai}) + elif isinstance(item, str): + messages.append({"role": "user", "content": item}) messages.append({"role": "user", "content": message}) try: @@ -328,16 +397,17 @@ def chat_with_llm(message, history, system_message, temperature, max_tokens, mod except Exception as e: return f"Error: {str(e)}" -def send_message(root_dir, query_type, query, history, system_message, temperature, max_tokens, model): - if query_type == "global": - result = run_query(root_dir, "global", query, history) - history.append((query, result)) - elif query_type == "local": - result = run_query(root_dir, "local", query, history) - history.append((query, result)) - else: # Direct chat - result = chat_with_llm(query, history, system_message, temperature, max_tokens, model) +def send_message(query_type, query, history, system_message, temperature, max_tokens, model): + root_dir = "./ragtest" + try: + if query_type in ["global", "local"]: + result = run_query(root_dir, query_type, query, history, model, temperature, max_tokens) + else: # Direct chat + result = chat_with_llm(query, history, system_message, temperature, max_tokens, model) history.append((query, result)) + except Exception as e: + error_message = f"An error occurred: {str(e)}" + history.append((query, error_message)) return history, gr.update(value=""), update_logs() def fetch_ollama_models(): @@ -624,16 +694,19 @@ def update_file_content(file_path): return f"Error reading file: {str(e)}" def update_output_folder_list(): - folders = list_output_folders(root_dir.value) + root_dir = "./ragtest" + folders = list_output_folders(root_dir) return gr.update(choices=folders, value=folders[0] if folders else None) -def update_folder_content_list(root_dir, folder_name): +def update_folder_content_list(folder_name): + root_dir = "./ragtest" if not folder_name: return gr.update(choices=[]) contents = list_folder_contents(os.path.join(root_dir, "output", folder_name)) return gr.update(choices=contents) -def handle_content_selection(root_dir, folder_name, selected_item): +def handle_content_selection(folder_name, selected_item): + root_dir = "./ragtest" if isinstance(selected_item, list) and selected_item: selected_item = selected_item[0] # Take the first item if it's a list @@ -652,7 +725,8 @@ def handle_content_selection(root_dir, folder_name, selected_item): else: return gr.update(), "", "" -def initialize_selected_folder(root_dir, folder_name): +def initialize_selected_folder(folder_name): + root_dir = "./ragtest" if not folder_name: return "Please select a folder first.", gr.update(choices=[]) folder_path = os.path.join(root_dir, "output", folder_name, "artifacts") @@ -681,13 +755,13 @@ def list_folder_contents(folder_path): default_model = settings['llm']['model'] with gr.Blocks(css=custom_css, theme=gr.themes.Base()) as demo: - gr.Markdown("# GraphRAG UI", elem_id="title") + gr.Markdown("# GraphRAG Local UI", elem_id="title") with gr.Row(elem_id="main-container"): with gr.Column(scale=1, elem_id="left-column"): with gr.Tabs(): with gr.TabItem("Data Management"): - with gr.Accordion("File Operations", open=False): + with gr.Accordion("File Upload (.txt)", open=True): file_upload = gr.File(label="Upload .txt File", file_types=[".txt"]) upload_btn = gr.Button("Upload File", variant="primary") upload_output = gr.Textbox(label="Upload Status", visible=False) @@ -705,10 +779,10 @@ def list_folder_contents(folder_path): operation_status = gr.Textbox(label="Operation Status", visible=False) - with gr.Accordion("Indexing", open=False): - root_dir = gr.Textbox(label="Root Directory", value=os.path.abspath("./ragtest")) - index_btn = gr.Button("Run Indexing", variant="primary") - index_output = gr.Textbox(label="Indexing Output", lines=5, visible=False) + with gr.Accordion("Indexing", open=False): + index_btn = gr.Button("Run Indexing", variant="primary") + index_output = gr.Textbox(label="Indexing Output", lines=10, visible=True) + index_progress = gr.Textbox(label="Indexing Progress", visible=True) with gr.TabItem("Indexing Outputs"): output_folder_list = gr.Dropdown(label="Select Output Folder", choices=[], interactive=True) @@ -767,35 +841,55 @@ def list_folder_contents(folder_path): ) delete_btn.click(fn=delete_file, inputs=[file_list], outputs=[operation_status, file_list, log_output]) save_btn.click(fn=save_file_content, inputs=[file_list, file_content], outputs=[operation_status, log_output]) - index_btn.click(fn=index_graph, inputs=[root_dir], outputs=[index_output, log_output]) + index_btn.click( + fn=index_graph, + outputs=[index_output, log_output], + show_progress=True + ) refresh_folder_btn.click(fn=update_output_folder_list, outputs=[output_folder_list]).then( fn=update_logs, outputs=[log_output] ) - output_folder_list.change(fn=update_folder_content_list, inputs=[root_dir, output_folder_list], outputs=[folder_content_list]).then( + output_folder_list.change( + fn=update_folder_content_list, + inputs=[output_folder_list], + outputs=[folder_content_list] + ).then( fn=update_logs, outputs=[log_output] ) - folder_content_list.change(fn=handle_content_selection, inputs=[root_dir, output_folder_list, folder_content_list], outputs=[folder_content_list, file_info, output_content]).then( + folder_content_list.change( + fn=handle_content_selection, + inputs=[output_folder_list, folder_content_list], + outputs=[folder_content_list, file_info, output_content] + ).then( fn=update_logs, outputs=[log_output] ) - initialize_folder_btn.click(fn=initialize_selected_folder, inputs=[root_dir, output_folder_list], outputs=[initialization_status, folder_content_list]).then( + initialize_folder_btn.click( + fn=initialize_selected_folder, + inputs=[output_folder_list], + outputs=[initialization_status, folder_content_list] + ).then( fn=update_logs, outputs=[log_output] ) - vis_btn.click(fn=update_visualization, inputs=[root_dir, output_folder_list, folder_content_list], outputs=[vis_output, vis_status]).then( + vis_btn.click( + fn=update_visualization, + inputs=[output_folder_list, folder_content_list], + outputs=[vis_output, vis_status] + ).then( fn=update_logs, outputs=[log_output] ) query_btn.click( fn=send_message, - inputs=[root_dir, query_type, query_input, chatbot, system_message, temperature, max_tokens, model], + inputs=[query_type, query_input, chatbot, system_message, temperature, max_tokens, model], outputs=[chatbot, query_input, log_output] ) query_input.submit( fn=send_message, - inputs=[root_dir, query_type, query_input, chatbot, system_message, temperature, max_tokens, model], + inputs=[query_type, query_input, chatbot, system_message, temperature, max_tokens, model], outputs=[chatbot, query_input, log_output] ) refresh_models_btn.click( @@ -825,5 +919,9 @@ def list_folder_contents(folder_path): document.addEventListener('DOMContentLoaded', addShiftEnterListener); """) + +demo = demo.queue() + + if __name__ == "__main__": - demo.launch() + demo.launch(share=True, reload=False) diff --git a/graphrag/.DS_Store b/graphrag/.DS_Store index 20c6c1e4..d5027db0 100644 Binary files a/graphrag/.DS_Store and b/graphrag/.DS_Store differ diff --git a/graphrag/index/.DS_Store b/graphrag/index/.DS_Store index f295b357..0b0e9b8f 100644 Binary files a/graphrag/index/.DS_Store and b/graphrag/index/.DS_Store differ diff --git a/graphrag/index/graph/.DS_Store b/graphrag/index/graph/.DS_Store new file mode 100644 index 00000000..9392fcdb Binary files /dev/null and b/graphrag/index/graph/.DS_Store differ diff --git a/graphrag/index/graph/utils/__pycache__/__init__.cpython-310.pyc b/graphrag/index/graph/utils/__pycache__/__init__.cpython-310.pyc index b3a18dad..730981a4 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a/graphrag/query/__pycache__/cli.cpython-310.pyc and b/graphrag/query/__pycache__/cli.cpython-310.pyc differ diff --git a/graphrag/query/cli.py b/graphrag/query/cli.py index aef7c296..ea858df8 100644 --- a/graphrag/query/cli.py +++ b/graphrag/query/cli.py @@ -4,6 +4,13 @@ """Command line interface for the query module.""" import os +import glob +import pandas as pd +import logging + +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger(__name__) + from pathlib import Path from typing import cast @@ -59,19 +66,47 @@ def run_global_search( community_level: int, response_type: str, query: str, + config: GraphRagConfig, ): """Run a global search with the given query.""" - data_dir, root_dir, config = _configure_paths_and_settings(data_dir, root_dir) - data_path = Path(data_dir) + logger.info(f"Starting global search with query: {query}") + + root_dir = config.root_dir + if not root_dir: + raise ValueError("Root directory is not defined in the configuration") + + output_dir = os.path.join(root_dir, "output") + logger.info(f"Output directory: {output_dir}") + + if not os.path.exists(output_dir): + raise FileNotFoundError(f"Output directory does not exist: {output_dir}") + + # Find the latest run directory + run_dirs = [d for d in os.listdir(output_dir) if os.path.isdir(os.path.join(output_dir, d))] + if not run_dirs: + raise FileNotFoundError(f"No run directories found in {output_dir}") + + latest_run = max(run_dirs) # Assumes directory names are sortable (e.g., timestamps) + logger.info(f"Latest run directory: {latest_run}") + + parquet_path = os.path.join(output_dir, latest_run, "artifacts", "create_final_nodes.parquet") + logger.info(f"Looking for parquet file: {parquet_path}") + + if not os.path.exists(parquet_path): + raise FileNotFoundError(f"Parquet file not found: {parquet_path}") + + try: + final_nodes: pd.DataFrame = pd.read_parquet(parquet_path) + logger.info(f"Successfully read parquet file with {len(final_nodes)} rows") + except Exception as e: + logger.error(f"Error reading parquet file {parquet_path}: {str(e)}") + raise IOError(f"Error reading parquet file {parquet_path}: {str(e)}") - final_nodes: pd.DataFrame = pd.read_parquet( - data_path / "create_final_nodes.parquet" - ) final_entities: pd.DataFrame = pd.read_parquet( - data_path / "create_final_entities.parquet" + data_dir / "create_final_entities.parquet" ) final_community_reports: pd.DataFrame = pd.read_parquet( - data_path / "create_final_community_reports.parquet" + data_dir / "create_final_community_reports.parquet" ) reports = read_indexer_reports( @@ -209,4 +244,4 @@ def _read_config_parameters(root: str): return create_graphrag_config(data, root) reporter.info("Reading settings from environment variables") - return create_graphrag_config(root_dir=root) + return create_graphrag_config(root_dir=root) \ No newline at end of file diff --git a/lancedb/.DS_Store b/lancedb/.DS_Store index 7e0e2301..4666000b 100644 Binary files a/lancedb/.DS_Store and b/lancedb/.DS_Store differ diff --git a/lancedb/description_embedding.lance/.DS_Store b/lancedb/description_embedding.lance/.DS_Store index ea677d12..8958140a 100644 Binary files a/lancedb/description_embedding.lance/.DS_Store and b/lancedb/description_embedding.lance/.DS_Store differ diff --git a/lancedb/description_embedding.lance/_latest.manifest b/lancedb/description_embedding.lance/_latest.manifest index 288e3a37..ad826a34 100644 Binary files a/lancedb/description_embedding.lance/_latest.manifest and b/lancedb/description_embedding.lance/_latest.manifest differ diff --git a/lancedb/description_embedding.lance/_transactions/10-3f2722e9-ac06-467a-b742-3be376b857e2.txn b/lancedb/description_embedding.lance/_transactions/10-3f2722e9-ac06-467a-b742-3be376b857e2.txn new file mode 100644 index 00000000..39ead935 --- /dev/null +++ b/lancedb/description_embedding.lance/_transactions/10-3f2722e9-ac06-467a-b742-3be376b857e2.txn @@ -0,0 +1,3 @@ + +$3f2722e9-ac06-467a-b742-3be376b857e2˛›id 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b/lancedb/description_embedding.lance/data/7c8c6aec-0a79-47b3-9e93-7c22f6902652.lance differ diff --git a/ragtest/.DS_Store b/ragtest/.DS_Store index 958cad25..0193a225 100644 Binary files a/ragtest/.DS_Store and b/ragtest/.DS_Store differ diff --git a/ragtest/cache/.DS_Store b/ragtest/cache/.DS_Store index 63fa3bdf..cc493573 100644 Binary files a/ragtest/cache/.DS_Store and b/ragtest/cache/.DS_Store differ diff --git a/ragtest/cache/community_reporting/create_community_report-chat-v2-4bc0a5dba42545b7ad395ec8fad6ddc1 b/ragtest/cache/community_reporting/create_community_report-chat-v2-4bc0a5dba42545b7ad395ec8fad6ddc1 new file mode 100644 index 00000000..5a7c7df6 --- /dev/null +++ b/ragtest/cache/community_reporting/create_community_report-chat-v2-4bc0a5dba42545b7ad395ec8fad6ddc1 @@ -0,0 +1 @@ +{"result": "{\n \"title\": \"Biomimetic Research Community\",\n \"summary\": \"The Biomimetic Research Community focuses on studying nature, particularly insects, to inspire innovative design solutions in various fields such as hydrodynamics, materials science, and sustainability. This community's entities are interconnected, with biomimetics serving as the central concept that drives research in these areas.\",\n \"rating\": 8.5,\n \"rating_explanation\": \"The impact severity rating of 8.5 indicates the significant potential for advancements and innovations in various fields due to the study of nature through biomimetic research.\",\n \"findings\": [\n {\n \"summary\": \"Biomimetics plays a crucial role in inspiring design solutions in hydrodynamics.\",\n \"explanation\": \"By studying the fluid dynamics exhibited by insects, researchers can develop more efficient and effective designs for various applications such as wind turbines, airplanes, and watercraft [Data: Relationships (0)]. For example, the study of cicadas' wing movements has led to the development of more aerodynamic wind turbine blades.\"\n },\n {\n \"summary\": \"Biomimetics contributes to the creation of materials with hydrophilic and hydrophobic properties.\",\n \"explanation\": \"Researchers study the surface properties of insects like water striders and lotus leaves to develop materials that repel or attract water [Data: Relationships (2, 3)]. These materials have potential applications in areas such as self-cleaning surfaces, anti-fouling coatings, and water harvesting systems.\"\n },\n {\n \"summary\": \"Biomimetics can inspire sustainable design practices.\",\n \"explanation\": \"The study of nature can lead to the development of more efficient and eco-friendly designs. For instance, the structure of a termite mound can provide insights into passive cooling systems [Data: Relationships (4)]. Additionally, biomimetic research can contribute to the creation of materials with reduced environmental impact.\"\n },\n {\n \"summary\": \"The Co-occurrence Map provides a visual representation of connections between terms in biomimetic research.\",\n \"explanation\": \"The Co-occurrence Map shows how entities such as hydrodynamics, hydrophilic, hydrophobic, sustainability, and others are interconnected within the biomimetic research community [Data: CO-OCCURRENCE MAP]. This visualization can help researchers identify trends, gaps in knowledge, and potential areas for further study.\"\n },\n {\n \"summary\": \"Biomimetic research has the potential to drive advancements across various fields.\",\n \"explanation\": \"The study of nature through biomimetics can lead to breakthroughs in fields such as engineering, materials science, and environmental conservation [Data: Relationships (1)]. By continuing to explore and apply these insights, we can develop more efficient, sustainable, and eco-friendly solutions for a wide range of challenges.\"\n }\n ]\n}", "input": "\nYou are an AI assistant that helps a human analyst to perform general information discovery. Information discovery is the process of identifying and assessing relevant information associated with certain entities (e.g., organizations and individuals) within a network.\n\n# Goal\nWrite a comprehensive report of a community, given a list of entities that belong to the community as well as their relationships and optional associated claims. The report will be used to inform decision-makers about information associated with the community and their potential impact. The content of this report includes an overview of the community's key entities, their legal compliance, technical capabilities, reputation, and noteworthy claims.\n\n# Report Structure\n\nThe report should include the following sections:\n\n- TITLE: community's name that represents its key entities - title should be short but specific. When possible, include representative named entities in the title.\n- SUMMARY: An executive summary of the community's overall structure, how its entities are related to each other, and significant information associated with its entities.\n- IMPACT SEVERITY RATING: a float score between 0-10 that represents the severity of IMPACT posed by entities within the community. IMPACT is the scored importance of a community.\n- RATING EXPLANATION: Give a single sentence explanation of the IMPACT severity rating.\n- DETAILED FINDINGS: A list of 5-10 key insights about the community. Each insight should have a short summary followed by multiple paragraphs of explanatory text grounded according to the grounding rules below. Be comprehensive.\n\nReturn output as a well-formed JSON-formatted string with the following format:\n {{\n \"title\": ,\n \"summary\": ,\n \"rating\": ,\n \"rating_explanation\": ,\n \"findings\": [\n {{\n \"summary\":,\n \"explanation\": \n }},\n {{\n \"summary\":,\n \"explanation\": \n }}\n ]\n }}\n\n# Grounding Rules\n\nPoints supported by data should list their data references as follows:\n\n\"This is an example sentence supported by multiple data references [Data: (record ids); (record ids)].\"\n\nDo not list more than 5 record ids in a single reference. Instead, list the top 5 most relevant record ids and add \"+more\" to indicate that there are more.\n\nFor example:\n\"Person X is the owner of Company Y and subject to many allegations of wrongdoing [Data: Reports (1), Entities (5, 7); Relationships (23); Claims (7, 2, 34, 64, 46, +more)].\"\n\nwhere 1, 5, 7, 23, 2, 34, 46, and 64 represent the id (not the index) of the relevant data record.\n\nDo not include information where the supporting evidence for it is not provided.\n\n\n# Example Input\n-----------\nText:\n\nEntities\n\nid,entity,description\n5,VERDANT OASIS PLAZA,Verdant Oasis Plaza is the location of the Unity March\n6,HARMONY ASSEMBLY,Harmony Assembly is an organization that is holding a march at Verdant Oasis Plaza\n\nRelationships\n\nid,source,target,description\n37,VERDANT OASIS PLAZA,UNITY MARCH,Verdant Oasis Plaza is the location of the Unity March\n38,VERDANT OASIS PLAZA,HARMONY ASSEMBLY,Harmony Assembly is holding a march at Verdant Oasis Plaza\n39,VERDANT OASIS PLAZA,UNITY MARCH,The Unity March is taking place at Verdant Oasis Plaza\n40,VERDANT OASIS PLAZA,TRIBUNE SPOTLIGHT,Tribune Spotlight is reporting on the Unity march taking place at Verdant Oasis Plaza\n41,VERDANT OASIS PLAZA,BAILEY ASADI,Bailey Asadi is speaking at Verdant Oasis Plaza about the march\n43,HARMONY ASSEMBLY,UNITY MARCH,Harmony Assembly is organizing the Unity March\n\nOutput:\n{{\n \"title\": \"Verdant Oasis Plaza and Unity March\",\n \"summary\": \"The community revolves around the Verdant Oasis Plaza, which is the location of the Unity March. The plaza has relationships with the Harmony Assembly, Unity March, and Tribune Spotlight, all of which are associated with the march event.\",\n \"rating\": 5.0,\n \"rating_explanation\": \"The impact severity rating is moderate due to the potential for unrest or conflict during the Unity March.\",\n \"findings\": [\n {{\n \"summary\": \"Verdant Oasis Plaza as the central location\",\n \"explanation\": \"Verdant Oasis Plaza is the central entity in this community, serving as the location for the Unity March. This plaza is the common link between all other entities, suggesting its significance in the community. The plaza's association with the march could potentially lead to issues such as public disorder or conflict, depending on the nature of the march and the reactions it provokes. [Data: Entities (5), Relationships (37, 38, 39, 40, 41,+more)]\"\n }},\n {{\n \"summary\": \"Harmony Assembly's role in the community\",\n \"explanation\": \"Harmony Assembly is another key entity in this community, being the organizer of the march at Verdant Oasis Plaza. The nature of Harmony Assembly and its march could be a potential source of threat, depending on their objectives and the reactions they provoke. The relationship between Harmony Assembly and the plaza is crucial in understanding the dynamics of this community. [Data: Entities(6), Relationships (38, 43)]\"\n }},\n {{\n \"summary\": \"Unity March as a significant event\",\n \"explanation\": \"The Unity March is a significant event taking place at Verdant Oasis Plaza. This event is a key factor in the community's dynamics and could be a potential source of threat, depending on the nature of the march and the reactions it provokes. The relationship between the march and the plaza is crucial in understanding the dynamics of this community. [Data: Relationships (39)]\"\n }},\n {{\n \"summary\": \"Role of Tribune Spotlight\",\n \"explanation\": \"Tribune Spotlight is reporting on the Unity March taking place in Verdant Oasis Plaza. This suggests that the event has attracted media attention, which could amplify its impact on the community. The role of Tribune Spotlight could be significant in shaping public perception of the event and the entities involved. [Data: Relationships (40)]\"\n }}\n ]\n}}\n\n\n# Real Data\n\nUse the following text for your answer. Do not make anything up in your answer.\n\nText:\n-----Entities-----\nhuman_readable_id,title,description,degree\n1,\"\"\"BIOMIMETICS\"\"\",\" Biomimetics is an interdisciplinary field that encompasses the study of nature's models to develop materials, devices, and surfaces, while also emulating these natural designs to create solutions for engineering and technology. This concept is further characterized by a focus on environmental, social, and economic sustainability in project development. In essence, Biomimetics leverages nature's designs to inspire innovative technological advancements with a strong emphasis on sustainability.\",6\n30,\"\"\"ENTOMOLOGY\"\"\",\"\"\"Entomology is a field of study that focuses on insects.\"\"\",1\n31,\"\"\"HYDRODYNAMIC\"\"\",\"\"\"Hydrodynamics refers to the study of how fluids move, particularly in relation to solid objects.\"\"\",1\n32,\"\"\"HYDROPHILIC\"\"\",\"\"\"Hydrophilic refers to a substance that attracts and retains water.\"\"\",1\n33,\"\"\"HYDROPHOBIC\"\"\",\"\"\"Hydrophobic refers to a substance that repels water.\"\"\",1\n35,\"\"\"SUSTAINABILITY\"\"\",\"\"\"Sustainability refers to the ability to maintain or improve conditions without depleting resources.\"\"\",1\n38,\"\"\"CO-OCCURRENCE MAP\"\"\",,1\n\n\n-----Relationships-----\nhuman_readable_id,source,target,description,rank\n0,\"\"\"BIOMIMETICS\"\"\",\"\"\"ENTOMOLOGY\"\"\",\"\"\"Biomimetics often involves studying insects for design inspiration.\"\"\",7\n1,\"\"\"BIOMIMETICS\"\"\",\"\"\"HYDRODYNAMIC\"\"\",\"\"\"Biomimetics can involve studying fluid dynamics in nature to create solutions.\"\"\",7\n2,\"\"\"BIOMIMETICS\"\"\",\"\"\"HYDROPHILIC\"\"\",\"\"\"Biomimetics may involve creating materials with hydrophilic properties.\"\"\",7\n3,\"\"\"BIOMIMETICS\"\"\",\"\"\"HYDROPHOBIC\"\"\",\"\"\"Biomimetics may involve creating materials with hydrophobic properties.\"\"\",7\n4,\"\"\"BIOMIMETICS\"\"\",\"\"\"SUSTAINABILITY\"\"\",\"\"\"Biomimetics can contribute to sustainable design and practices.\"\"\",7\n5,\"\"\"BIOMIMETICS\"\"\",\"\"\"CO-OCCURRENCE MAP\"\"\",\"\"\"The Co-occurrence Map shows the connections between terms in biomimetic research.\"\"\",7\n\n\nThe report should include the following sections:\n\n- TITLE: community's name that represents its key entities - title should be short but specific. When possible, include representative named entities in the title.\n- SUMMARY: An executive summary of the community's overall structure, how its entities are related to each other, and significant information associated with its entities.\n- IMPACT SEVERITY RATING: a float score between 0-10 that represents the severity of IMPACT posed by entities within the community. IMPACT is the scored importance of a community.\n- RATING EXPLANATION: Give a single sentence explanation of the IMPACT severity rating.\n- DETAILED FINDINGS: A list of 5-10 key insights about the community. Each insight should have a short summary followed by multiple paragraphs of explanatory text grounded according to the grounding rules below. Be comprehensive.\n\nReturn output as a well-formed JSON-formatted string with the following format:\n {{\n \"title\": ,\n \"summary\": ,\n \"rating\": ,\n \"rating_explanation\": ,\n \"findings\": [\n {{\n \"summary\":,\n \"explanation\": \n }},\n {{\n \"summary\":,\n \"explanation\": \n }}\n ]\n }}\n\n# Grounding Rules\n\nPoints supported by data should list their data references as follows:\n\n\"This is an example sentence supported by multiple data references [Data: (record ids); (record ids)].\"\n\nDo not list more than 5 record ids in a single reference. Instead, list the top 5 most relevant record ids and add \"+more\" to indicate that there are more.\n\nFor example:\n\"Person X is the owner of Company Y and subject to many allegations of wrongdoing [Data: Reports (1), Entities (5, 7); Relationships (23); Claims (7, 2, 34, 64, 46, +more)].\"\n\nwhere 1, 5, 7, 23, 2, 34, 46, and 64 represent the id (not the index) of the relevant data record.\n\nDo not include information where the supporting evidence for it is not provided.\n\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 2000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-07f8b9514694faa1d0c5788f0d5e0819 b/ragtest/cache/entity_extraction/chat-07f8b9514694faa1d0c5788f0d5e0819 new file mode 100644 index 00000000..372064cc --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-07f8b9514694faa1d0c5788f0d5e0819 @@ -0,0 +1 @@ +{"result": " The text discusses a study on biomimicry, which is the imitation of nature's models, processes, and elements to solve complex human problems. The study was conducted by analyzing publications from 1991 to 2021, focusing on recent research (from 2018 to 2021) using bibliographic coupling analysis.\n\nThe results show that the topics of sustainability, waste management, circular economy, and sustainable development are significant in biomimicry research. These themes are spread across various subjects related to biomimetic design, including city level, construction, object, materials, and surface properties.\n\nThe study also reveals that the exploration of design methodologies and processes interconnected with sustainability factors, eco-design, bio-inspired design, and creative analogies is a notable potential of biomimicry creations and technologies.\n\nIn summary, the text presents a study on biomimicry research focusing on sustainability themes, which are pervasive across various subjects related to biomimetic design. The study used bibliographic coupling analysis to investigate recent research in this field.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: 8, x FOR PEER REVIEW\n\n10 of 16\n\n\n\nto integrate adaptive criteria into projects. In orange, words focused on principles and practices of sustainable development, waste management, and circular economy stand out. The brown cluster refers to the morphological study of animals such as geckos and beetles. The group in yellow is directed toward investigations on materials and surfaces (e.g., adhesion properties, locomotion). In the purple group, themes linked to the exploration of design methodologies and processes interconnected with sustainability factors, eco-design, bio-inspired design, and the use of creative analogies can be found.\n\nIt is interesting to note that terms related to sustainability were distributed in more than one colored group. It can be inferred that this topic is one of the notable potentials of biomimicry creations and technologies. As such, it permeates many different subjects related to research and production of biomimetic design including a diversity of application scales (city level, construction, object, materials, and surface properties).\n\nOnce the citation, co-citation, co-occurrence, and word cloud prospecting stages were Biomimetics 2023, 8, 61\n\n10 of 16\n\ncompleted\u2014all referring to the period from 1991 to 2021\u2014another temporal filter was used to carry out the bibliographic coupling analysis (years from 2018 to 2021), obtaining a total of 78 publications. It is important to recall that TEMAC recommends the perfor-coupling\n\nmance o analysis\n\nf coup\n\nto\n\nling investigate\n\nanalysis to recent\n\ninvestig r\n\naesear\n\nte re ch fr\n\ncent onts\n\nrese [19,\n\narch 23].\n\nfron Below\n\nts [19, , Figur\n\n23]. Bele 4 shows\n\now, Figu a\n\nre 4\n\nrepresentative\n\nshows a repr heat map\n\nesentative of\n\nhe this assessment,\n\nat map of this\n\nin\n\nasse which\n\nssmen resear\n\nt, in\n\nch emphases\n\nwhich research can be observed\n\nemphases can be\n\nduring the defined\n\nobserved during period.\n\nthe defined period.\n\n\n\nFigure 4. Bibliographic coupling map created from data obtained in the Web of Science, covering Figure 4. Bibliographic coupling map created from data obtained in the Web of Science, covering the the period from 2018 to 2021. Source: the authors.\n\nperiod from 2018 to 2021. Source: the authors.\n\nOn\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-080d28dd076879a2bc2a518b08e5752c b/ragtest/cache/entity_extraction/chat-080d28dd076879a2bc2a518b08e5752c new file mode 100644 index 00000000..5d930e96 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-080d28dd076879a2bc2a518b08e5752c @@ -0,0 +1 @@ +{"result": " In this text, several entities and relationships are discussed, primarily related to the concept of an unknown intelligence that writes its own rules (Intelligence), the potential first contact with such an entity (First Contact), and humanity's response to any communication from it (Humanity's Response). The relationships between these concepts and specific individuals like Sam Rivera and Alex are also highlighted.\n\n1. Intelligence: An unknown entity capable of writing its own rules and learning to communicate.\n2. First Contact: The potential initial communication between humanity and an unknown intelligence.\n3. Humanity's Response: The collective action taken by Alex's team in response to a message from an unknown intelligence.\n4. Sam Rivera: Directly involved in the process of learning to communicate with the unknown intelligence.\n5. Alex: Leads the team that might be making the First Contact with the unknown intelligence.\n6. Alex and his team: The key figures in Humanity's Response to the unknown intelligence.\n7. Control: The concept of Control is challenged by the Intelligence that writes its own rules.\n8. Relationship between Alex and First Contact: Alex leads the team that might be making the First Contact with the unknown intelligence.\n9. Relationship between Sam Rivera and Intelligence: Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\n10. Relationship between Alex and Humanity's Response: Alex and his team are the key figures in Humanity's Response to the unknown intelligence.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: 606\u2013622. [CrossRef]\n\n36.\n\nPawlyn, M. Biomimicry in Architecture; Riba Publishing: London, UK, 2011; ISBN 978-1859466285.\n\n37.\n\nChakrabarti, A.; Sarkar, P.; Leelavathamma, B.; Nataraju, B. A functional representation for aiding biomimetic and artificial inspiration of new ideas. Artif. Intell. Eng. Des. Anal. Manuf. 2005, 19, 113\u2013132. [CrossRef]\n\n38.\n\nBaumeister, D.; Tocke, R.; Dwyer, J.; Ritter, S.; Benyus, J. Biomimicry Resource Handbook: A Seed Bank of Best Practices; Biomimicry 3.8: Montana, MT, USA, 2014; ISBN 978-1505634648.\n\n39.\n\nBraungart, M.; McDonough, W. Cradle to Cradle: Remaking the Way We Make Things; North Point Press: New York, NY, USA, 2002; ISBN 9780865475878.\n\n40.\n\nPerera, A.; Coppens, M.O. Re-designing materials for biomedical applications: From biomimicry to nature-inspired chemical engineering. Philos. Trans. R. Soc. A Math. Phys. Eng. Sci. 2018, 377, 20180268. [CrossRef]\n\n41.\n\nHosseini, S.M.; Mohammadi, M.; Rosemann, A.; Schr\u00f6der, T.; Lichtenberg, J. A morphological approach for kinetic fa\u00e7ade design process to improve visual and thermal comfort: Review. Build. Environ. 2019, 153, 186\u2013204. [CrossRef]\n\n42.\n\nTate, W.L.; Bals, L.; Bals, C.; Foerstl, K. Seeing the forest and not the trees: Learning from nature\u2019s circular economy. Resour.\n\nConserv. Recycl. 2019, 149, 115\u2013129. [CrossRef]\n\n43.\n\nXing, Y.; Jones, P.; Bosch, M.; Donnison, I.; Spear, M.; Ormondroyd, G. Exploring design principles of biological and living building envelopes: What can we learn from plant cell walls? Intell. Build. Int. 2017, 10\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-0db6e604ab82b1629375fa98a5fc7b4b b/ragtest/cache/entity_extraction/chat-0db6e604ab82b1629375fa98a5fc7b4b new file mode 100644 index 00000000..79e38045 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-0db6e604ab82b1629375fa98a5fc7b4b @@ -0,0 +1 @@ +{"result": " In this text, we have several entities and relationships related to the topic of communication with an unknown intelligence. Here's a breakdown:\n\n1. \"Intelligence\" (concept): This refers to an unknown entity capable of writing its own rules and learning to communicate.\n\n2. \"First Contact\" (event): This is the potential initial communication between humanity and this unknown intelligence.\n\n3. \"Humanity's Response\" (event): This is the collective action taken by Alex's team in response to a message from the unknown intelligence.\n\n4. Relationship: Sam Rivera and Intelligence: Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\n\n5. Relationship: Alex and First Contact: Alex leads the team that might be making the First Contact with the unknown intelligence.\n\n6. Relationship: Alex and Humanity's Response: Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\n\n7. \"Control\" (concept): The concept of Control is challenged by the Intelligence that writes its own rules.\n\nIn addition, there is a separate section of the text discussing a different topic - the investigation of new design possibilities for materials and engineering inspired by natural structures like mother-of-pearl and shark skin. This section does not directly relate to the communication with the unknown intelligence but provides an opportunity for designing materials, processes, and products that may result in creating more efficient and sustainable solutions.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: map created from data obtained in the Web of Science, covering Figure 4. Bibliographic coupling map created from data obtained in the Web of Science, covering the the period from 2018 to 2021. Source: the authors.\n\nperiod from 2018 to 2021. Source: the authors.\n\nOn th\n\nOn\n\ne\n\nthe l lef\n\neft t of\n\nof th\n\nthe e coupling\n\ncoupling map,\n\nmap,\n\ninin\n\na a high-concentrati\n\nhigh-concentrationon nucle\n\nnucleus,us\n\nis, is\n\nthethe publicat\n\npublication ion\n\nby\n\nby Perer\n\nPerera\n\na an\n\nand\n\nd Co\n\nCoppe pp\n\nns e\n\n[ ns [4\n\n40]. 0]. The au\n\nThe\n\ntho\n\nauthors\n\nrs investigate\n\ninvestigated\n\nd new design\n\nnew design\n\npossibilities\n\npossibilities thr through\n\nough the\n\nthe lens o\n\nlens of\n\nf bioinspir\n\nbioinspired ed materials\n\nmaterials and and ch\n\nchem emical\n\nical\n\nengineering. Some o\n\nengineering. Some of\n\nf\n\nthe the\n\npr presen\n\nesented ted mate-\n\nmaterials\n\nrials we\n\nwere\n\nre based on the\n\nbased on the str structur\n\nucture ofe of moth\n\nmother er-of-pearl\n\n-of-pearl;\n\n; o\n\non n the s\n\nthe str trong\n\nong, , r\n\nr eusable\n\neusable adhesives\n\nadhesives that\n\nthat\n\nmimic\n\nmimic gecko\n\ngecko toe-pads;\n\ntoe-pads; and\n\nand on\n\non the\n\nthe antibacterial su\n\nantibacterial\n\nrfaces\n\nsurfaces based\n\nbased on\n\non shark\n\nshark skin.\n\nskin. Perera\n\nPerera and\n\nand\n\nCoppens em\n\nCoppens\n\nphasized\n\nemphasized that\n\nthat seeking\n\nseeking inspiration\n\ninspiration in\n\nin natural\n\nnatural patte\n\npatte rns a\n\nrns\n\nnd mi\n\nand\n\ncrostructures\n\nmicrostructures\n\nprovides\n\nprovides an\n\nan opportunity\n\nopportunity for rede\n\nfor r\n\nsigning mater\n\nedesigning\n\nials,\n\nmaterials, processes,\n\nprocesses, and produc\n\nand pr\n\nts w\n\noducts\n\nhich may\n\nwhich may\n\nresu\n\nr\n\nlt\n\nesult in cre\n\nin cr\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-13f21dddf35c4127547df915a5e07494 b/ragtest/cache/entity_extraction/chat-13f21dddf35c4127547df915a5e07494 new file mode 100644 index 00000000..8edec4d0 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-13f21dddf35c4127547df915a5e07494 @@ -0,0 +1 @@ +{"result": " The text provided is an academic article about the use of biomimicry in design, specifically focusing on how it contributes to various fields and areas of knowledge. The authors, Alice Araujo Marques de S\u00e1 and Dianne Magalh\u00e3es Viana, conducted a systematic review to analyze the impact of biomimicry on design.\n\nThe article highlights that biomimicry can stimulate creativity in design by providing innovative ideas based on natural structures and systems. It also emphasizes the potential integration of sustainability into production cycles through biomimetic design. The authors note a tendency for problem-based approaches in research related to biomimicry.\n\nThe article is relevant to the conversation about an unknown intelligence writing its own rules, as it demonstrates how interdisciplinary knowledge can lead to innovative solutions and creative potentials. In the context of first contact with an unknown intelligence, understanding and adapting to their unique characteristics might require a similar approach \u2013 drawing on diverse fields of knowledge to develop innovative strategies for communication and interaction.\n\nIn terms of relationships:\n- \"Biomimicry\" is related to \"Design\" as it provides insights and tools for the creation of innovative designs inspired by nature.\n- \"Creativity\" is related to both \"Design\" and \"Biomimicry\" as they both stimulate creative thinking and problem-solving.\n- \"Sustainability\" is related to \"Design\" and \"Biomimicry\" as biomimetic design can help implement sustainability in production cycles.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: biomimetics\n\nArticle\n\nDesign and Biomimicry: A Review of Interconnections and\n\nCreative Potentials\n\nAlice Araujo Marques de S\u00e1 1, *\n\nand Dianne Magalh\u00e3es Viana 2\n\n1\n\nDepartment of Design, Institute of Arts, University of Bras\u00edlia, Bras\u00edlia 70910-900, Brazil 2\n\nDepartment of Mechanical Engineering, Faculty of Technology, University of Bras\u00edlia, Bras\u00edlia 70910-900, Brazil\n\n*\n\nCorrespondence: alicearaujoms@gmail.com\n\nAbstract: The study and application of biological knowledge favor the creation of innovative projects in several areas, so it is necessary to better understand the use of these resources specifically in the field of design. Thus, a systematic review was undertaken to identify, describe, and analyze the contributions of biomimicry to design. For this purpose, the integrative systematic review model, called the Theory of Consolidated Meta-Analytical Approach, was used, carrying out a search on the Web of Science with the descriptors \u201cdesign\u201d and \u201cbiomimicry\u201d. For the period from 1991 to 2021, 196 publications were retrieved. The results were organized according to areas of knowledge, countries, journals, institutions, authors, and years. Citation, co-citation, and bibliographic coupling analyses were also performed. The investigation highlighted the following research emphases: the conception of products, buildings, and environments; the exploration of natural structures and systems to create materials and technologies; the use of biomimetic creative tools in product design; and projects focused on saving resources and implementing sustainability. It was noted that there was a tendency for authors to adopt a problem-based approach. It was concluded that the study of biomimicry can stimulate the development of multiple skills in design, improving creativity, and enhancing the potential integration of sustainability into production cycles.\n\nKeywords: design; biomimicry; biomimetic design; systematic review; bio-inspiration; bionics; bio-inspired design; nature-inspired design; bio-informed design; sustainability Citation: S\u00e1, A.A.M.d.; Viana, D.M.\n\nDesign and Biomimicry: A Review of\n\nInterconnections and Creative\n\n1. Introduction\n\nPotentials. Biomimetics 2023, 8, 61.\n\nCreative activities, in their most varied manifestations, often adopt interdisciplinary\n\nhttps://doi.org/10.3390/\n\nknowledge as a reference for their performance. Thus, from\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-240e3116e5d928aca20860c5e6454e44 b/ragtest/cache/entity_extraction/chat-240e3116e5d928aca20860c5e6454e44 new file mode 100644 index 00000000..ce5e66ab --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-240e3116e5d928aca20860c5e6454e44 @@ -0,0 +1 @@ +{"result": " (\"entity\"<|>\"Biomimetics\"<|>\"concept\"<|>\"Biomimetics is the study of nature's models to emulate and create solutions for engineering and technology.\"<|>1)##\n(\"entity\"<|>\"Entomology\"<|>\"field\"<|>\"Entomology is a field of study that focuses on insects.\"<|>2)##\n(\"entity\"<|>\"Hydrodynamic\"<|>\"concept\"<|>\"Hydrodynamics refers to the study of how fluids move, particularly in relation to solid objects.\"<|>3)##\n(\"entity\"<|>\"Hydrophilic\"<|>\"property\"<|>\"Hydrophilic refers to a substance that attracts and retains water.\"<|>4)##\n(\"entity\"<|>\"Hydrophobic\"<|>\"property\"<|>\"Hydrophobic refers to a substance that repels water.\"<|>5)##\n(\"entity\"<|>\"Adhesion\"<|>\"concept\"<|>\"Adhesion refers to the ability of surfaces or substances to stick together.\"<|>6)##\n(\"entity\"<|>\"Biomimicry\"<|>\"field\"<|>\"Biomimicry is a field that seeks to emulate nature's designs and processes for technological innovation.\"<|>11)##\n(\"entity\"<|>\"Sustainability\"<|>\"concept\"<|>\"Sustainability refers to the ability to maintain or improve conditions without depleting resources.\"<|>12)##\n(\"entity\"<|>\"Sustainable Design\"<|>\"concept\"<|>\"Sustainable design refers to designing products, buildings, and systems with consideration for their environmental impact.\"<|>13)##\n(\"entity\"<|>\"Architecture\"<|>\"field\"<|>\"Architecture is the field of designing and building structures.\"<|>14)##\n(\"relationship\"<|>\"Biomimetics\"<|>\"Entomology\"<|>\"Biomimetics often involves studying insects for design inspiration.\"<|>15)##\n(\"relationship\"<|>\"Biomimetics\"<|>\"Hydrodynamic\"<|>\"Biomimetics can involve studying fluid dynamics in nature to create solutions.\"<|>16)##\n(\"relationship\"<|>\"Biomimetics\"<|>\"Hydrophilic\"<|>\"Biomimetics may involve creating materials with hydrophilic properties.\"<|>17)##\n(\"relationship\"<|>\"Biomimetics\"<|>\"Hydrophobic\"<|>\"Biomimetics may involve creating materials with hydrophobic properties.\"<|>18)##\n(\"relationship\"<|>\"Adhesion\"<|>\"Biomimicry\"<|>\"The concept of adhesion is a focus of biomimicry research.\"<|>19)##\n(\"relationship\"<|>\"Sustainability\"<|>\"Biomimetics\"<|>\"Biomimetics can contribute to sustainable design and practices.\"<|>20)##\n(\"relationship\"<|>\"Sustainable Design\"<|>\"Architecture\"<|>\"Architecture can incorporate principles of sustainable design.\"<|>21)##\n(\"relationship\"<|>\"Biomimetics\"<|>\"Co-occurrence Map\"<|>\"The Co-occurrence Map shows the connections between terms in biomimetic research.\"<|>22)##\n(\"relationship\"<|>\"Source\"<|>\"Authors\"<|>\"The source of the data for the co-occurrence map is the authors.\"<|>23)##\n(\"relationship\"<|>\"Period\"<|>\"Data\"<|>\"The data in the co-occurrence map covers the period from 1991 to 2021.\"<|>24)##", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: organisms, especially in the field of entomology. The water environment is also an interesting result as it can be associated both with new hydrodynamic, hydrophilic, or hydrophobic products, such as surfaces and vehicles, for example; and also, with products for water harvesting, or with the study of aquatic organisms and their characteristics. The term \u201cadhesion\u201d represents another specific focus of research in biomimicry, directed toward the creation of new materials and surfaces with bioinspired properties at the microscopic and nanoscopic levels.\n\nThe next step was the co-occurrence analysis, carried out with the words of the group of publications corresponding to the period from 1991 to 2021 ( n = 196). The VOSViewer software, used to generate Figure 3, automatically assigned different colors to distinguish each thematic grouping of words. The interconnections between words and groups are established through the interweaving of colored lines. The closer to the center of the dia-Biomimetics 2023, 8, 61\n\ngram and the larger the typeface size, the stronger the connections between gr 9 of 16\n\noups and\n\nterms and the greater the prominence in the researched literature.\n\n\n\nFigure 3.\n\nFigure Co-o\n\n3.\n\nccurrence map generated from data from\n\nCo-occurrence map generated from data fr the Web of Scien\n\nom the Web of\n\nce platform, co\n\nScience platform, vering th\n\ncovering e\n\nthe\n\nperiod from 1991 to 2021.\n\nperiod from 1991 to\n\nInsp\n\n2021.\n\necting the colored set\n\nInspecting the colored s, it\n\nsets, is possible\n\nit is p\n\nto identify\n\nossible to\n\na total of\n\nidentify a total nine\n\nof\n\ndifferent\n\nnine different\n\ngrou\n\ngr ps. Sou\n\noups. rce: th\n\nSource: e au\n\nthe thors.\n\nauthors.\n\nIt was\n\nIt\n\nfound\n\nwas\n\ntha\n\nfound t, si\n\nthat, milarly to wha\n\nsimilarly to\n\nt w\n\nwhat as exposed by\n\nwas exposed the word clo\n\nby the word ud an\n\ncloud alysis, the\n\nanalysis,\n\nthe\n\nterms \u201cs\n\nterms ustainability\u201d, \u201csu\n\n\u201csustainability\u201d, stainable des\n\n\u201csustainable ign\u201d, and\n\ndesign\u201d, \u201carc\n\nand hitec\n\n\u201car ture\u201d are\n\nchitectur in ev\n\ne\u201d are id\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-463919897c03bfb0ad4174a3a8a91a03 b/ragtest/cache/entity_extraction/chat-463919897c03bfb0ad4174a3a8a91a03 new file mode 100644 index 00000000..38e962c6 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-463919897c03bfb0ad4174a3a8a91a03 @@ -0,0 +1 @@ +{"result": " In this text, the main focus is on a literature review about Biomimetics in 2023. The author used software like VOSViewer and TagCrowd to analyze the data and visualize the results. They mention that while Web of Science is a good multidisciplinary repository, it primarily covers English content and does not have a specific filter for the design field. Therefore, they suggest investigating other multilingual repositories like Scopus, Google Scholar, EBSCO, ProQuest.\n\nThe author also mentions that future reviews could incorporate more descriptors such as bioinspiration, bionics, biodesign, biomimetic design, and others to broaden the scope of the research.\n\nIn terms of entities:\n- \"Biomimetics 2023\" is an event (conference or journal)\n- \"VOSViewer\", \"TagCrowd\" are software concepts\n- \"Web of Science\", \"Scopus\", \"Google Scholar\", \"EBSCO\", \"ProQuest\" are geo (database or platform) concepts\n- \"MAXQDA\", \"CiteSpace\", \"Publish or Perish\", \"SankeyMATIc\", \"Bibexcel\", \"Gephi\", \"Pajek\", \"Ucinet\", \"Sci2\" are software concepts\n\nRelationships:\n- The author used VOSViewer and TagCrowd to analyze the data from Biomimetics 2023.\n- The author suggests investigating other databases like Scopus, Google Scholar, EBSCO, ProQuest in future research.\n- Future reviews could incorporate more descriptors like bioinspiration, bionics, biodesign, etc.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: main themes, approaches, and trends in the literature. Through it, it was possible to infer which areas are expanding and which deserve to be further investigated. The tool also allowed comparisons to be made between the works and production of different authors, countries, and institutions.\n\nBiomimetics 2023, 8, 61\n\n13 of 16\n\nIn addition, the recommendation of TEMAC to adopt software, such as VOSViewer and TagCrowd, enabled the graphical representation of the results (e.g., heat maps and line maps), which facilitated carrying out the analyses, in addition to illustrating them satis-factorily. However, like any procedure for surveying and analyzing the literature, it is crucial to understand that, from the moment specifications are established for the research themes, descriptors, software, databases, and filters that will be used, it is inevitable that certain works will not be captured by the selected criteria, which can limit the scope of the contributions of a review such as the present work.\n\nThe chosen database for this research (Web of Science) is one of the main multidisci-plinary repositories, having an excellent temporal coverage of publications, in addition to ensuring a frequent update of indexed works, including complementary materials such as conference proceedings [19]. Nevertheless, the Web of Science mainly covers content published in English and, as discussed earlier, there is no specific filtering function for the field of design. Thus, the investigation of other multilingual repositories, such as Scopus, Google Scholar, EBSCO, ProQuest [19, 47] is recommended. Furthermore, when analyzing other systematic reviews, it is noticeable that other software and platforms, in addition to those employed in the present review, have been used by authors to organize and facilitate data processing. Some examples are: MAXQDA, CiteSpace, Publish or Perish, San-keyMATIc, Bibexcel, Gephi, Pajek, Ucinet, and Science of Science (Sci2) [47\u201349].\n\nThe adoption of the descriptors biomimicry and design was sufficient to achieve the objectives proposed in the scope of this research. However, considering that only two descriptors were used, it is suggested that more terms be incorporated in future surveys, such as: bioinspiration, biomimetics, bionics, biodesign, biomimetic design, bioinspired design, bionic design, nature-based design, nature-inspired design, biologically-inspired design, and bio-informed design. Thus, it will be possible\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-4d2378b0fc849ed3d8b590d21fd3de2d b/ragtest/cache/entity_extraction/chat-4d2378b0fc849ed3d8b590d21fd3de2d new file mode 100644 index 00000000..59b6f408 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-4d2378b0fc849ed3d8b590d21fd3de2d @@ -0,0 +1 @@ +{"result": " In this text, we find several entities related to the field of design and biomimicry:\n\n1. \"survey\" - an event involving data collection\n2. \"design and biomimicry\" - a concept combining design principles with those inspired by nature\n3. \"products, buildings, and environments\" - geo entities related to physical structures\n4. \"structural and systemic conformations of nature\" - concepts related to the study of natural structures\n5. \"new materials and technologies\" - event or concept related to innovation in materials and technology\n6. \"biomimetic creative tools\" - a tool used for idea generation in product design\n7. \"resource savings and sustainability\" - concepts related to environmental conservation and efficiency\n8. \"health, textiles, robotics, materials science, construction, environmental science and ecology\" - geo entities or domains where biomimicry has been applied\n9. \"ecosystem services, regeneration of biodiversity\" - concepts related to environmental conservation and restoration\n10. \"research and develop products intended for the daily lives of consumers\" - event or concept related to product development for everyday use\n11. \"quality of life for the users of these objects\" - a goal or concept in design\n12. \"engineering and architecture schools and departments\" - geo entities related to educational institutions\n13. \"Web of Science\" - a database used for academic research\n14. \"heat maps\" - a visual representation of data\n15. \"type of biomimicry-based approach the authors adopted in their projects and research\" - a concept related to the methods used by researchers in their work\n\nThe relationships between these entities can be summarized as follows:\n\n1. The survey is associated with the collection of data about design and biomimicry.\n2. Design and biomimicry are combined to produce new materials, technologies, products, buildings, and environments.\n3. Biomimetic creative tools are used in product design inspired by nature.\n4. Resource savings and sustainability are emphasized in biomimetic creations.\n5. Innovations in health, textiles, robotics, materials science, construction, environmental science, and ecology have been influenced by biomimicry.\n6. The principles of biomimicry are applied to research and develop products for everyday use, aiming to improve the quality of life for consumers.\n7. Most publications related to biomimicry originate from engineering and architecture schools and departments.\n8. The absence of a 'design' filter when searching the Web of Science may limit the dissemination of works in the field of design.\n9. A trend observed in the review is the type of biomimicry-based approach authors adopt in their projects and research.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: survey indicated that the works involving design and biomimicry are associated with the following thematic aspects: (a) the conception of products, buildings, and environments; (b) the exploration of structural and\n\nBiomimetics 2023, 8, 61\n\n12 of 16\n\nsystemic conformations of nature for the production of new materials and technologies; (c) the use of biomimetic creative tools to guide idea generation in product design; and (d) biomimetic creations with an emphasis on resource savings and sustainability.\n\nIt was also noted that innovations which correlate design and biomimicry have been applied in different domains, namely: health (e.g., new equipment); textiles (e.g., fibers and fabrics); robotics (e.g., programming and navigation); materials science (e.g., adhesives and self-cleaning materials); construction (e.g., kinetic fa\u00e7ades and structures); and environmental science and ecology (e.g., ecosystem services, regeneration of biodiversity). In this sense, it is pertinent to mention that the publications, which were listed and organized in this review, reflect development in several areas of cutting-edge technology, which is consistent with the innovative tendency intrinsic to the field of biomimicry.\n\nHowever, it is relevant to underscore that there is still a scarcity of works oriented toward the development and use of everyday objects and in the field of services, given that these are two areas of great importance in the design domain. In view of this finding, it is reasonable to assume that more efforts and investments are required in design projects that clearly and consistently recognize their foundation in the principles of biomimicry.\n\nThus, it is crucial to more frequently adopt a biomimicry perspective to research and develop products intended for the daily lives of consumers, in order to guarantee a better quality of life for the users of these objects (e.g., bio-inspired functional and technological improvements of products). This limitation is even more alarming upon verifying that most of the publications retrieved from the Web of Science originate from engineering and architecture schools and departments. As a result, there are not enough projects produced by teams from schools and departments associated exclusively with the field of design. It is possible to assume that the absence of the \u2018design\u2019 filter when searching the Web of Science may constitute a restriction for specific dissemination of works.\n\nAnother trend observed in the present review, highlighted by the analysis of the heat maps, concerns which type of biomimicry-based approach the authors adopted in their projects and research. The results indicated that\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-4dcef94b3e82d6dba94463fc63f2df0b b/ragtest/cache/entity_extraction/chat-4dcef94b3e82d6dba94463fc63f2df0b new file mode 100644 index 00000000..723dd377 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-4dcef94b3e82d6dba94463fc63f2df0b @@ -0,0 +1 @@ +{"result": " Entity_types: event, person, organization, concept\nText: opportunity for collaboration\n\nopportunity for collabo\n\nfor c\n\naborating with Hossein\n\nHosseini et al.\n\nal. [41],\n\n[41] on kinetic and adaptive architectural fa\u00e7ades that act as permeable complex interfaces between indoor and outdoor environments. The authors analyzed the ability of these elements to function as a protective layer responsive to climatic variations. They proposed a design process to guide the construction of kinetic fa\u00e7ades from a morphological and interdisciplinary approach, in which biomimetic characteristics are combined with parametric and energy efficiency technologies.\n\nCollaborating with Hosseini et al. [41] on this opportunity may result in creations that even without ut directly resemble the mimicked or ganism,nism, will have an inherent link with nature in their proper properties and functionality. This collaboration could potentially lead to Humanity's Response to the unknown intelligence, as Alex leads the team that might be making the First Contact with the intelligence. However, the concept of Control is challenged by this Intelligence that writes its own rules. Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: an opportunity\n\nopportunity for rede\n\nfor r\n\nsigning mater\n\nedesigning\n\nials,\n\nmaterials, processes,\n\nprocesses, and produc\n\nand pr\n\nts w\n\noducts\n\nhich may\n\nwhich may\n\nresu\n\nr\n\nlt\n\nesult in cre\n\nin cr\n\nation\n\neations s that\n\nthat, , ev\n\nevenen witho\n\nwithout ut\n\ndir direc\n\nectly trly resemb\n\nesemblingling\n\nthe the mimi\n\nmimickedcked or\n\nor\n\nga\n\nganism,nism\n\nwill , will\n\nhave\n\nhave an inherent link\n\nan inherent link with with\n\nnatur nature in the\n\ne in their pr ir proper\n\noperties\n\nties and functionality\n\nand functionality.\n\n.\n\nThe red-co\n\nThe red-c\n\nlor\n\nolor ed are\n\ned ar\n\na\n\nea, , in th\n\nin the e center o\n\ncenter of f th\n\nthe e map, gro\n\nmap, gr\n\nu\n\noups ps the wor\n\nthe works k\n\nbys by Hossein\n\nHosseini et i et al.\n\nal. [41],\n\n[41]\n\nTate , Tate e\n\net al. [ t al. [\n\n42], 42], X\n\nXing i\n\net ng e\n\nal. [t al.\n\n43], [43], an\n\nand\n\nd Amer [\n\nAmer [41]. 41]. Hossein\n\nHosseini et i e\n\nal. t al. [\n\n[41] 41] ga\n\ngatherthered l\n\ned\n\nitera\n\nliteratur tur\n\ne\n\ne\n\non\n\nkinetic and adaptive architectural fa\u00e7ades that act as permeable complex interfaces between indoor and outdoor environments. The authors analyzed the ability of these elements to function as a protective layer responsive to climatic variations. They proposed a design process to guide the construction of kinetic fa\u00e7ades from a morphological and interdisciplinary approach, in which biomimetic characteristics are combined with parametric and energy efficiency technologies.\n\nTate et al. [42] studied the interaction between biomimicry and the circular economy based on ecosystem analogies. They called attention to the flows of energy and matter in nature, primarily based on recycling and reuse between the different trophic levels.\n\nTate et al. exemplified their concepts by reviewing relationships of mutualism found in nature. In the authors\u2019 opinion, the insertion of biomimetic knowledge and principles into new economic and\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-522c79c1d1a263f863eba0445f5dfd12 b/ragtest/cache/entity_extraction/chat-522c79c1d1a263f863eba0445f5dfd12 new file mode 100644 index 00000000..d6ba6b8e --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-522c79c1d1a263f863eba0445f5dfd12 @@ -0,0 +1 @@ +{"result": " In this text, the term \"biomimicry\" is used as a comprehensive and widely recognized term for a theoretical and technical framework associated with design, architecture, and philosophy. The author explains that this nomenclature refers to a systematization of knowledge in the field, making it more accessible.\n\nThe author also mentions the use of an integrative systematic review model called TEMAC (Theory of Consolidated Meta-Analytical Approach) for bibliographical research. This model helps in data organization, integration, and validation by evidence. It is a multilingual tool that allows for literature review across various areas of knowledge using databases like Web of Science, Scopus, and Google Scholar.\n\nThe author emphasizes the importance of understanding biomimetic resources specifically in design, focusing on biomimetic design or biomimicry-based design, which involves implementing biologically-inspired concepts into functional products to address human challenges while meeting sustainability needs. This definition is based on various authors' perspectives.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: reveals that certain biomimetic concepts can be understood as equivalent by certain authors, while, for others, they are perceived as different or complementary [12\u201314]. In view of the above, it is essential to explain that, in the present work, the word \u201cbiomimicry\u201d was adopted due to the advantages that still exist when opting for a comprehensive term with wide dissemination. Furthermore, as evidenced by Iouguina et al. [12] and Gamage and Hyde [15], this nomenclature refers to a theoretical and technical framework that can be considered more accessible, in addition to being closely associated with the disciplines of design, architecture, and philosophy.\n\nAdditionally, to support the bibliographical research that was undertaken, which will be presented and discussed later, it is worth remembering that a survey of the specialized literature constitutes an essential approach for the systematization of knowledge already gathered, in addition to allowing the identification of trends and to suggesting an agenda for future research, especially in the case of emerging areas of knowledge. Indeed, many review techniques are available (e.g., narrative, integrative, systematic, meta-analyses) [16\u201318].\n\nAmong these possibilities is the integrative systematic review model called the Theory of Consolidated Meta-Analytical Approach (TEMAC). This resource, based on bibliometric laws, helps in the development of: research preparation; presentation and interrelation of data; integrative model and validation by evidences. TEMAC is a multilingual model that enables research in various databases, such as the Web of Science, Scopus, and Google Scholar, for reviewing international literature in different areas of knowledge. Furthermore, this resource recommends the adoption of free software such as VOSViewer and TagCrowd for processing and visualization of data. Through TEMAC, it is possible to obtain an overview of the works and productions of an area, to elaborate integrative models, and to carry out comparisons between publications, institutions, and countries [19].\n\nIn summary, as the study and application of biological knowledge enables the realization of creative projects in several areas, it is necessary to better understand the use of these resources specifically in design. Thus, in this work, emphasis was given to biomimetic design, also understood as biomimicry-based design, that could be defined as the creative implementation of biologically-inspired concepts, ideas, and strategies into functional products to solve human challenges, that may have the potential to meet the current needs of sustainability in design. This definition is based on the perspectives of authors\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-5968c56b97eadcf1d2f9ca4e60da2e98 b/ragtest/cache/entity_extraction/chat-5968c56b97eadcf1d2f9ca4e60da2e98 new file mode 100644 index 00000000..74c9339b --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-5968c56b97eadcf1d2f9ca4e60da2e98 @@ -0,0 +1 @@ +{"result": " (\"entity\"<|>\"Li et al.\"<|>\"person\"<|>\"Li et al. is the author of an early work on biomimetic materials.\")##\n(\"entity\"<|>\"Janine Benyus\"<|>\"person\"<|>\"Janine Benyus is the author of a book that marked the increase in design and architecture-related studies in biomimetics.\")##\n(\"entity\"<|>\"Biomimetics 2023\"<|>\"event\"<|>\"Biomimetics 2023 is a publication where various works related to biomimetics are presented.\")##\n(\"relationship\"<|>\"Li et al.\"<|>\"Biomimetic Materials\"<|>\"Li et al.'s work explores the structural applications of synthetic composites and natural bamboo fibers, which show mechanical behavior similar to resistant structures present in nature.\"<|>1)##\n(\"relationship\"<|>\"Janine Benyus\"<|>\"Design and Architecture Studies\"<|>\"The publication of Janine Benyus's book marked an increase in design and architecture-related studies in biomimetics.\"<|>2)##\n(\"relationship\"<|>\"Biomimetics 2023\"<|>\"Emerging Area\"<|>\"Biomimetics 2023 represents important sources of information and can contain and record discoveries in emerging areas.\"<|>3)##\n(\"relationship\"<|>\"Li et al.\"<|>\"Pioneering Efforts\"<|>\"Li et al.'s work is considered a pioneering effort in the field of biomimetics.\"<|>4)##\n(\"relationship\"<|>\"Janine Benyus\"<|>\"Pioneering Efforts\"<|>\"The publication of Janine Benyus's book marked a significant increase in pioneering efforts in biomimetics.\"<|>5)##\n(\"relationship\"<|>\"Biomimetic Materials\"<|>\"Engineering Perspective\"<|>\"Initial works on biomimetic materials were directed mainly at the study of materials from an engineering perspective, including physicochemical and structural investigations.\"<|>6)##", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: , but it is an interesting comparative parameter. The co-citation analysis corresponds to works that are frequently cited together by other publications.\n\nThe greater the number of co-citations of a document, the greater its prominence in the literature, and the more likely its semantic relationship with the other two documents will be. Coupling establishes that when two documents cite the same third publication in their bibliographies, this is an indicator that these works have similarities [19, 23].\n\nIn TEMAC, it is common to delimit longer periods for co-citation than for coupling, since the first type of analysis is adopted to highlight the most-used thematic approaches in the study of a given topic (comprehensive panorama), while the second type, focuses on reduced intervals and, therefore, tends to show the main fronts of contemporary research [19, 23,24]. Therefore, in the present work, co-citation covered the period from 1991 to 2021, and coupling comprised the years from 2018 to 2021. Bearing in mind these methodological guidelines, interrelationships were established between the data obtained with the help of TEMAC and the content of the identified works.\n\n3. Results\n\nPreliminarily, 633 documents were obtained. It is considered essential to point out that, as biomimicry is a recent area\u2014especially when associated with the field of design\u2014various types of documents were examined in the present literature review, including articles, publications in proceedings of events, and books. The research of such works is pertinent because they represent important sources of information and can contain and record discoveries in emerging areas.\n\nThe oldest work found on the Web of Science was the article by Li et al. (1995), in which the authors explored structural applications of synthetic composites and natural bamboo fibers [25]. The material produced showed mechanical behavior similar to resistant structures present in nature. Considering this pioneering study with a biomimetic approach, it is pertinent to highlight that the initial works on the subject were directed mainly at the study of materials from an engineering perspective (especially at microscopic and nanoscopic scales), including physicochemical and structural investigations. With regard to pioneering efforts and research, it should be noted that studies and applications, more clearly related to the areas of design and architecture, followed in greater numbers after the publication of the book by Janine Benyus (1997), that is, from the end of the 1990s [22].\n\nBiomimetics 2023, 8, 61\n\n4 of\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-61f9b01935e69054c0bf97809e0827a6 b/ragtest/cache/entity_extraction/chat-61f9b01935e69054c0bf97809e0827a6 new file mode 100644 index 00000000..fd80ce82 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-61f9b01935e69054c0bf97809e0827a6 @@ -0,0 +1 @@ +{"result": " The analysis of the co-citation map reveals several key publications and concepts in the field of biomimetic design and sustainable construction. Here's a summary:\n\n1. Pawlyn [36] emphasizes the importance of considering structural efficiency, mindful resource use, understanding manufacturing processes, zero-waste systems, clean energy generation, and water saving in biomimetic design projects.\n\n2. Chakrabarti et al. [37] present the GEMS of SAPPhIRE Model of Causality tool, which helps designers find solutions for their projects based on analogies of natural and artificial systems. They argue that natural systems have been underutilized as a source of inspiration in design projects.\n\n3. The Biomimicry Resource Handbook by Baumeister et al. [38] provides essential guidelines for applying biomimetic methods, approaches, and tools to creative projects.\n\n4. Cradle to Cradle by Braungart and McDonough [39] proposes reinventing the life cycle of products and processes, advocating for the integration of design and science to favor lasting social benefits, regenerate the natural realm, and improve human quality of life. They also advocate for the use of safe materials, water, and energy in the context of the circular economy, eliminating the concepts of waste and disposal.\n\nThese publications are interconnected, with each contributing unique insights and methodologies to the field of biomimetic design and sustainable construction. The co-citation map serves as a visual representation of these connections, helping researchers and practitioners navigate the complex landscape of this multidisciplinary field.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: for detailed design proposals.\n\nNext to this group of works is the publication by Pawlyn [36], which showcased the interconnections between biomimicry and architecture, seeking technological projects of sustainable and innovative construction that may also have a restorative character for environments, based on conscious and systemic initiatives. Supported by various examples and cases, the author emphasized the importance of considering: structural efficiency; mindful use of resources; understanding manufacturing processes; analysis and implementation of zero-waste systems; clean energy generation; and water saving.\n\nIn the lower central portion of the co-citation map are Chakrabarti et al. [37], whose article presented the GEMS of SAPPhIRE Model of Causality tool, which contributes to the functional comprehension and definition in biomimetic design projects. This model enabled the development of a computational tool and a database that help designers find solutions for their projects based on analogies of natural and artificial systems (IDEA-INSPIRE). The authors concluded that natural systems have been insufficiently adopted as a source of inspiration for design projects, unlike artificial systems. Thus, their proposal is very relevant to the field of biomimetic product design and the systematization of idea generation.\n\nOther publications, shown in Figure 1, are also worth mentioning. Located in the lower left part of the co-citation map, is the Biomimicry Resource Handbook manual by Baumeister et al. [38], which provides the essentials of biomimicry, including guidelines for applying biomimetic methods, approaches, and tools to conduct creative projects (e.g., Biomimicry Thinking Design Lens, Challenge to Biology and Biology to Design approaches, Biomimicry Taxonomy Chart, Life\u2019s Principles Diagram).\n\nAnother interesting work found on the map is Cradle to Cradle by Braungart and McDonough [39], which is positioned in the upper left portion of the map. This publication proposes reinventing the life cycle of products and processes. In their work, the authors emphasized the integration of design and science to favor lasting social benefits, stimulating the regeneration of the natural realm and the improvement of human quality of life.\n\nThey also advocated the use of safe materials, water, and energy in the context of the circular economy, eliminating the concepts of waste and disposal. Therefore, according to Braungart and McDonough, design can be reconfigured with a view to effectively having a positive impact.\n\nIn view of what was previously presented, through the analysis of the co-citation map, it became possible to verify the\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-69cd6bec119a3b1ccf8716c224bf946a b/ragtest/cache/entity_extraction/chat-69cd6bec119a3b1ccf8716c224bf946a new file mode 100644 index 00000000..b77d1e8d --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-69cd6bec119a3b1ccf8716c224bf946a @@ -0,0 +1 @@ +{"result": " In this text, we have several entities and relationships. Here's a breakdown:\n\n1. \"Biomimicry\" (event/concept): Biomimicry is a concept or event that refers to the study and imitation of nature to solve complex problems efficiently and economically.\n\n2. \"Benyus (1997)\" (person): Benyus, in her work published in 1997, contributed significantly to consolidating biomimicry as a field of research.\n\n3. \"Co-citation map\" (event): The co-citation map is an event that reveals the convergence of research areas based on their citations.\n\n4. \"Web of Science\" (organization): Web of Science is an organization that provides access to numerous scholarly literature databases.\n\n5. \"1991 to 2021\" (geo/event): This refers to the time period from which data for the co-citation map was obtained.\n\n6. \"The authors\" (person): The authors are the individuals who generated the co-citation map.\n\n7. \"Convergence\" (concept): Convergence in this context refers to the degree of similarity or overlap between research areas as indicated by their citations.\n\n8. \"Nature\" (geo/concept): Nature is a concept that refers to the natural world, which serves as a model, measure, and mentor for solving complex problems efficiently and economically.\n\nRelationships:\n\n1. \"Benyus (1997)\" contributes to the development of \"Biomimicry\" as a field of research.\n\n2. The \"Co-citation map\" is generated from data obtained from the \"Web of Science\" covering the period \"1991 to 2021\".\n\n3. The \"Convergence\" in the co-citation map is greatest for the cluster encompassing \"Benyus (1997)\".\n\n4. \"Nature\" serves as a model, measure, and mentor for solving complex problems efficiently and economically.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: and\n\nThe st works\n\nudy me with\n\nasured similar\n\nand su lines\n\nmmariof\n\nze resear\n\nd bi\n\nch. Thus,\n\nomimicry ap it is\n\nplicatpossible\n\nions in e to\n\nn\n\nmap\n\nviron-\n\nmimicry to enhance eco-\n\nthe proximity of studies\n\nmental pr and\n\neser ascertain their\n\nvation projec\n\nthematic\n\nts in design and\n\nand a theor\n\nrchit etical\n\necture appr\n\n. The oaches\n\nfollowin[19\n\ng ]. In\n\ntools\n\n35\n\nlogically sustainable de-\n\nFigure 1, the larger the typeface\n\nwere explored\n\nsize\n\n: BioT of the\n\nRIZ, names and\n\nTypologica\n\nthe\n\nl Ana r\n\nl edder\n\nysis , the\n\nNa\n\nareas\n\nture St wher\n\nud\n\ne they\n\nies Analysar\n\nis e\n\n,\n\nsign\u201d [15]\n\ninscribed, the greater\n\nand Bi the concentration\n\nomimetic Spirals of\n\n(Bi each\n\no\n\nnucleus.\n\nmimicry Thinking Design Lens).\n\n\n\nFigure 1. Co-citation map generated from data obtained in the Web of Science, covering the period Figure 1. Co-citation map generated from data obtained in the Web of Science, covering the period from 1991 to 2021. Source: the authors.\n\nfrom 1991 to 2021. Source: the authors.\n\nThe layout of the co-citation map reveals that the cluster encompassing Benyus (1997) The layout of the co-citation map reveals that the cluster encompassing Benyus (1997) shows the greatest convergence [22]. This was an expected result since this work consti-shows the greatest convergence [22]. This was an expected result since this work constitutes tutes one of the fundamental publications on biomimicry and contributed to consolidating one of the fundamental publications on biomimicry and contributed to consolidating the the subject as a field of research. As is widely known, in her work, Benyus conceptualized subject as a field of research. As is widely known, in her work, Benyus conceptualized nature as the \u201cmodel, measure and mentor\u201d agent, capable of generating complex systems nature as the \u201cmodel, measure and mentor\u201d agent, capable of generating complex systems of high efficiency and economy, encouraging the discovery of solutions based on the of high efficiency and economy,\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-6cc20887deb24d2e883e08aaf341d284 b/ragtest/cache/entity_extraction/chat-6cc20887deb24d2e883e08aaf341d284 new file mode 100644 index 00000000..b9d9fef9 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-6cc20887deb24d2e883e08aaf341d284 @@ -0,0 +1 @@ +{"result": " (\"entity\"<|>\"Biomimicry\"<|>\"concept\"<|>\"Biomimicry is a concept that focuses on learning from nature's strategies and processes to solve complex human problems.\"<|>1)##\n(\"entity\"<|>\"Benyus\"<|>\"person\"<|>\"Jane Benyus is a key figure in the dissemination of knowledge about biomimicry.\"<|>2)##\n(\"entity\"<|>\"Co-citation Map\"<|>\"concept\"<|>\"Co-citation map is a tool used to analyze the thematic emphases of publications over a specific period.\"<|>3)##\n(\"entity\"<|>\"Publications\"<|>\"event\"<|>\"Publications are works that have been published in academic journals or other scholarly sources.\"<|>4)##\n(\"entity\"<|>\"Design Challenge\"<|>\"concept\"<|>\"Design challenge refers to a problem or issue that a design project aims to solve.\"<|>5)##\n(\"entity\"<|>\"Circular Economy\"<|>\"event\"<|>\"Circular economy is an economic system aimed at eliminating waste and the concept of disposal.\"<|>6)##\n(\"relationship\"<|>\"Biomimicry\"<|>\"Benyus\"<|>\"Jane Benyus' work was crucial in the dissemination of knowledge about biomimicry.\"<|>11)##\n(\"relationship\"<|>\"Co-citation Map\"<|>\"Publications\"<|>\"The co-citation map is used to analyze the thematic emphases of publications over a specific period.\"<|>12)##\n(\"relationship\"<|>\"Design Challenge\"<|>\"Biomimicry\"<|>\"Design challenge is often addressed using principles from biomimicry.\"<|>9)##\n(\"relationship\"<|>\"Circular Economy\"<|>\"Economy\"<|>\"The circular economy aims to eliminate waste and the concept of disposal, which aligns with some aspects of biomimicry.\"<|>10)", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: context of the circular economy, eliminating the concepts of waste and disposal. Therefore, according to Braungart and McDonough, design can be reconfigured with a view to effectively having a positive impact.\n\nIn view of what was previously presented, through the analysis of the co-citation map, it became possible to verify the thematic emphases of publications in the period between 1991 and 2021. As expected, the main nucleus was concentrated around the work of Benyus, which was a crucial work in the dissemination of knowledge about biomimicry. In addition, it was found that, the central area of the map contained nuclei related to the development of biomimetic design works in which the authors present field theories and project cases that exemplify the use of biomimicry principles. It is interesting to mention that, on the map, there was also a highlight on clusters whose publications evidenced specifications of technical aspects, including development stages and processes of biomimetic design.\n\nThis was carried out through the presentation of tools, models, approaches or processes, and guidelines for projects. Some of the works of this group are directed toward the research and functional analysis of natural and artificial systems. Finally, smaller nuclei, whose works discuss issues of circularity and sustainability, which are often related to biomimicry-based design, are visible.\n\nIt is worth mentioning that a predominance of the problem-based biomimetic approach was found in the works of multiple authors located in the center of the map. Such an approach begins with a design challenge and the functional requirements of a project, and\n\n\n\nBiomimetics 2023, 8, x FOR PEER REVIEW\n\n8 of 16\n\n\n\nof Benyus, which was a crucial work in the dissemination of knowledge about biomimicry. In addition, it was found that, the central area of the map contained nuclei related to the development of biomimetic design works in which the authors present field theories and project cases that exemplify the use of biomimicry principles. It is interesting to mention that, on the map, there was also a highlight on clusters whose publications evidenced specifications of technical aspects, including development stages and processes of biomimetic design. This was carried out through the presentation of tools, models, approaches or processes, and guidelines for projects. Some of the works of this group are directed toward the research and functional analysis of natural and artificial systems. Finally, smaller nuclei, whose works discuss issues of circularity and sustainability, which are often related to biomim\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-6d347a0af4ff70e5c4eb9651e29dbcb4 b/ragtest/cache/entity_extraction/chat-6d347a0af4ff70e5c4eb9651e29dbcb4 new file mode 100644 index 00000000..16f1f56e --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-6d347a0af4ff70e5c4eb9651e29dbcb4 @@ -0,0 +1 @@ +{"result": " In this text, the focus is on biomimetic research, which involves studying nature to create solutions for various fields such as robotics, energy production, and environmental preservation. The article \"Biomimetics: lessons from nature\u2014an overview\" [26] has been significantly more cited (n = 691) than another work, \"Biomimicry in textiles: past, present, and potential\u2014an overview\" [27], which has the second highest number of citations (n = 81). The research by Bhushan (2009) highlights the microscopic and nanoscopic scale of biomimetic research, presenting sets of inspiring natural elements with potential applications in products.\n\nIn terms of the original data provided for the chatbot:\n- Sam Rivera is directly involved in learning to communicate with the unknown intelligence.\n- Alex leads the team that might be making First Contact with the unknown intelligence.\n- Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\n- The concept of Control is challenged by the Intelligence that writes its own rules.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: Evolution of reaction center\n\nArtificial reactions based on photosynthesis to produce fuels through mimics to systems capable of\n\n51\n\nphotochemical processes were mapped. Research on photoelectric systems generating solar fuel\u201d [31]\n\ncapable of converting water into oxygen and hydrogen was evidenced.\n\nThe authors highlighted that natural factors stimulate innovations in robot\n\n\u201cTemplates and anchors for\n\ndesign and neuromechanics. An antenna project for task control (guiding the antenna-based wall following in\n\n46\n\nangulation of robots in relation to walls), based on the spatial navigation of the cockroaches and robots\u201d [32]\n\nPeriplaneta americana species, was illustrated.\n\nThe study focused on the self-cleaning capacity of organisms by classifying\n\n\u201cBiomimetic self-cleaning\n\nthem based on the use or the absence of water. It was found that new design surfaces: synthesis, mechanism\n\n43\n\nprojects inspired by these characteristics can be applied in: medicine, and applications\u201d [33]\n\naerospace construction, solar energy production, and water treatment.\n\nSystems-level regenerative and biomimetic design to mitigate the causes and\n\n\u201cBiomimetic design for climate\n\neffects of climate change was examined. The importance of renewable energies, change adaptation and\n\n39\n\nresponsive systems, local context adaptation, feedback loops, and autonomy mitigation\u201d [34]\n\nwas noted. Uses of biomimetic principles, in short, medium, and long-term projects were mentioned.\n\nThe study measured and summarized biomimicry applications in\n\n\u201cA model based on Biomimicry\n\nenvironmental preservation projects in design and architecture. The following to enhance ecologically\n\n35\n\ntools were explored: BioTRIZ, Typological Analysis, Nature Studies Analysis, sustainable design\u201d [15]\n\nand Biomimetic Spirals (Biomimicry Thinking Design Lens).\n\nExamining the table, it is possible to observe that the article \u201cBiomimetics: lessons from nature\u2014an overview\u201d [26] was significantly more cited (n = 691) than \u201cBiomimicry in textiles: past, present, and potential\u2014an overview\u201d [27], the work with the second highest number of citations (n = 81). It should be noted that the work of Bhushan (2009) highlighted the field of biomimetic research at a microscopic and nanoscopic scale to generate creations inspired by biological surfaces and materials. The author presented sets of inspiring natural elements addressing possible applications in products, considering aspects of: superhydrophobicity\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-71be108a03745c6477c4fc90e86677f5 b/ragtest/cache/entity_extraction/chat-71be108a03745c6477c4fc90e86677f5 new file mode 100644 index 00000000..2d39a4f4 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-71be108a03745c6477c4fc90e86677f5 @@ -0,0 +1 @@ +{"result": " In this text, the following entities and relationships are identified:\n\n1. Entity: \"Biomimetics 2023\" - event (conference)\n Relationship: The text discusses works presented at Biomimetics 2023.\n\n2. Entity: \"group\" - organization\n Relationship: This group is involved in research and functional analysis of natural and artificial systems, and proposing processes and tools to stimulate biomimetic design projects.\n\n3. Entity: \"problem-based biomimetic approach\" - concept (methodology)\n Relationship: This approach is found in the works of multiple authors and begins with a design challenge and functional requirements.\n\n4. Entity: \"biomimicry-based design\" - concept (design philosophy)\n Relationship: Some smaller nuclei of authors discuss issues related to biomimicry-based design, often related to circularity and sustainability.\n\n5. Entity: \"Word cloud\" - concept (visual representation)\n Relationship: A word cloud was generated from the data obtained in the Web of Science.\n\n6. Entity: \"Web of Science\" - tool (database)\n Relationship: The word cloud was generated using data obtained from the Web of Science.\n\n7. Entity: \"1991 to 2021\" - time period\n Relationship: The word cloud was generated from works published in this time period.\n\n8. Entity: \"50 most frequent words\" - concept (statistical data)\n Relationship: These words were the most frequently mentioned in the set of works published from 1991 to 2021.\n\n9. Entity: \"sustainability\", \"nability\" - concepts (topics)\n Relationship: These were the two most frequently mentioned keywords in the word cloud.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: This was carried out through the presentation of tools, models, approaches or processes, and guidelines for projects. Some of the works of this group are directed toward the research and functional analysis of natural and artificial systems. Finally, smaller nuclei, whose works discuss issues of circularity and sustainability, which are often related to biomimicry-based design, are visible.\n\nIt is worth mentioning that a predominance of the problem-based biomimetic ap-Biomimetics 2023, 8, 61\n\n8 of 16\n\nproach was found in the works of multiple authors located in the center of the map. Such an approach begins with a design challenge and the functional requirements of a project, and only in the following steps of the creative and research processes are investigated only in the following steps of the creative and research processes are investigated biological biological aspects relevant to each context. As previously stated, some of these authors aspects relevant to each context. As previously stated, some of these authors have also have also proposed and made available processes and tools to stimulate biomimetic de-proposed and made available processes and tools to stimulate biomimetic design projects sign projects that are primarily problem-based.\n\nthat are primarily problem-based.\n\nAfter performing the co-citation analysis, a word cloud was generated (Figure 2) After performing the co-citation analysis, a word cloud was generated (Figure 2)\n\ncomposed of the fifty most frequent words from the set of works published in the period composed of the fifty most frequent words from the set of works published in the period from 1991 to 2021 ( n = 196).\n\nfrom 1991 to 2021 (n = 196).\n\n\n\nFigure 2. Word cloud generated from data obtained in the Web of Science, covering the period from Figure 2. Word cloud generated from data obtained in the Web of Science, covering the period from 1991 to 2021. Source: the authors.\n\n1991 to 2021. Source: the authors.\n\nIn this illustration, it can be seen that, in addition to the descriptors used in the pre-In this illustration, it can be seen that, in addition to the descriptors used in the present sent re\n\nr\n\nse\n\nesear arch, the most\n\nch, the most fr frequen\n\nequently tly mentioned ke\n\nmentioned\n\nywo\n\nkeywor r\n\nds ds were, r\n\nwere, r\n\nespectively:\n\nespectively:\n\n\u201csustain\n\n\u201csustai\n\nabil-\n\nnability\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-7526727fff3346e7558d60b563507263 b/ragtest/cache/entity_extraction/chat-7526727fff3346e7558d60b563507263 new file mode 100644 index 00000000..61538577 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-7526727fff3346e7558d60b563507263 @@ -0,0 +1 @@ +{"result": " In this text, the main entities are \"A.A.M.d.S.\", \"D.M.V.\", and \"Biomimetics 2023\". The event is \"explore resources for contemporary professional training\". The relationships are as follows:\n\n1. (\"person\"<|>\"A.A.M.d.S.\"<|>\"event\"<|>\"A.A.M.d.S. contributed to the conceptualization, methodology, software, data curation, writing, visualization, and supervision of the event.\")\n2. (\"person\"<|>\"D.M.V.\"<|>\"event\"<|>\"D.M.V. supervised the event.\")\n3. (\"event\"<|>\"Biomimetics 2023\"<|>\"person\"<|>\"The text was published by Biomimetics 2023.\")", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: explore its resources are indispensable requirements for contemporary professional training, since they can encourage creativity as well as the integration of ecological and sustainable factors in production cycles.\n\nBiomimetics 2023, 8, 61\n\n14 of 16\n\nAuthor Contributions: Conceptualization, A.A.M.d.S.; methodology, A.A.M.d.S. and D.M.V.; software, A.A.M.d.S.; validation, A.A.M.d.S. and D.M.V.; formal analysis, A.A.M.d.S.; investigation A.A.M.d.S.; resources A.A.M.d.S.; data curation, A.A.M.d.S.; writing\u2014original draft, A.A.M.d.S.; writing\u2014review and editing, A.A.M.d.S. and D.M.V.; visualization, A.A.M.d.S.; supervision, D.M.V.\n\nAll authors have read and agreed to the published version of the manuscript.\n\nFunding: This research received no external funding.\n\nInstitutional Review Board Statement: Not applicable.\n\nData Availability Statement: Not applicable.\n\nConflicts of Interest: The authors declare no conflict of interest.\n\nReferences\n\n1.\n\nCardoso, R. Design for a Complex World; Cosac Naify: S\u00e3o Paulo, Brazil, 2012; ISBN 9788540500983.\n\n2.\n\nBonsiepe, G. Design, Culture and Society; Blucher: S\u00e3o Paulo, Brazil, 2011; ISBN 978-8521205326.\n\n3.\n\nMunari, B. Design as Art; Penguin Modern Classics: London, UK, 2008; ISBN 978-0141035819.\n\n4.\n\nFlusser, V. The Codified World: Towards a Philosophy of Design and Communication; Cosac Naify: S\u00e3o Paulo, Brazil, 2007; ISBN 9788575035931.\n\n5.\n\nS\u00e1, A.A.M. Biomimicry Tools in Design: Contributions of Nature to the Creative Practice. Master\u2019s Thesis, University of Bras\u00edlia, Bras\u00edlia, Brazil, December 2021.\n\n6.\n\nArruda, A.J.V. Methods and Processes in Bionics and Biomimicry: The Technological Revolution by Nature; Blucher: S\u00e3o Paulo, Brazil, 2018; ISBN 9788580393491.\n\n7.\n\nMacKinnon, R.B.; Oomen, J.; Zari, M.P. Promises and Presuppositions of Biomimicry. Biomimetics 2020, 5, 33\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-7624440c9f2b16667327ae90fb11edd6 b/ragtest/cache/entity_extraction/chat-7624440c9f2b16667327ae90fb11edd6 new file mode 100644 index 00000000..e80c5903 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-7624440c9f2b16667327ae90fb11edd6 @@ -0,0 +1 @@ +{"result": " (\"entity\"<|>\"Biomimetics\"<|>\"concept\"<|>\"Biomimetics is a concept that involves studying nature to develop materials, devices, and surfaces.\")##\n(\"entity\"<|>\"Table 2\"<|>\"table\"<|>\"Table 2 is a table listing works with 35 or more citations registered in the Web of Science.\")##\n(\"entity\"<|>\"Citations\"<|>\"number\"<|>\"Citations refers to the number of times a work has been cited.\")##\n(\"entity\"<|>\"Main Contributions of the Author(s)\"<|>\"text\"<|>\"Main Contributions of the Author(s) refer to the key insights or findings presented in a work.\")##\n(\"relationship\"<|>\"Biomimetics\"<|>\"Table 2\"<|>\"The works listed in Table 2 are related to Biomimetics.\")##\n(\"entity\"<|>\"fiber diversity\"<|>\"concept\"<|>\"Fiber diversity refers to the variety of fibers with different properties such as strength and structure.\")##\n(\"entity\"<|>\"functional surfaces\"<|>\"concept\"<|>\"Functional surfaces refer to surfaces that have specific properties like adhesion or hydrophobicity.\")##\n(\"relationship\"<|>\"fiber diversity\"<|>\"Biomimetics\"<|>\"Fiber diversity is one of the characteristics of nature relevant to the field of bio-inspired textile design.\")##\n(\"relationship\"<|>\"functional surfaces\"<|>\"Biomimetics\"<|>\"Functional surfaces are another characteristic of nature relevant to the field of bio-inspired textile design.\")##\n(\"entity\"<|>\"thermal insulation and optical systems\"<|>\"concept\"<|>\"Thermal insulation and optical systems refer to properties related to heat and light in materials.\")##\n(\"relationship\"<|>\"thermal insulation and optical systems\"<|>\"Biomimetics\"<|>\"Thermal insulation and optical systems are characteristics of nature relevant to the field of bio-inspired textile design.\")##\n(\"entity\"<|>\"structural colors and photonic materials\"<|>\"concept\"<|>\"Structural colors and photonic materials refer to properties that affect the appearance and interaction with light in materials.\")##\n(\"relationship\"<|>\"structural colors and photonic materials\"<|>\"Biomimetics\"<|>\"Structural colors and photonic materials are characteristics of nature relevant to the field of bio-inspired textile design.\")##\n(\"entity\"<|>\"Microstructured barbs on the North American porcupine quill\"<|>\"concept\"<|>\"Microstructured barbs on the North American porcupine quill refer to the sharp, pointed structures found on the quills of the North American porcupine.\")##\n(\"relationship\"<|>\"Microstructured barbs on the North American porcupine quill\"<|>\"Biomimetics\"<|>\"The findings regarding microstructured barbs on the North American porcupine quill could be adopted in the design of hospital products and needles.\")##\n(\"entity\"<|>\"multi-material rapid prototyping processes\"<|>\"concept\"<|>\"Multi-material rapid prototyping processes refer to techniques for creating complex structures using multiple materials quickly.\")##\n(\"relationship\"<|>\"multi-material rapid prototyping processes\"<|>\"Biomimetics\"<|>\"Multi-material rapid prototyping processes were studied for biomimetic robot design.\")##\n(\"entity\"<|>\"circular economy\"<|>\"concept\"<|>\"Circular economy is a concept that aims to mitigate the impacts of environmental degradation by promoting sustainable practices.\")##\n(\"relationship\"<|>\"circular economy\"<|>\"Biomimetics\"<|>\"The authors underlined which aspects of the circular economy can mitigate the impacts of environmental degradation and presented the BECE framework.\")##\n(\"entity\"<|>\"artificial reactions based on photosynthesis\"<|>\"concept\"<|>\"Artificial reactions based on photosynthesis refer to processes that mimic natural photosynthesis to produce fuels.\")##\n(\"relationship\"<|>\"artificial reactions based on photosynthesis\"<|>\"Biomimetics\"<|>\"Research on artificial reactions based on photosynthesis was evidenced.\")", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: 1991 and 2021.\n\nBiomimetics 2023, 8, 61\n\n5 of 16\n\nTable 2. Synthesis of works with 35 or more citations registered in the Web of Science. Source: the authors.\n\nTitle\n\nCitations\n\nMain Contributions of the Author(s)\n\nBiomimetic approaches on a microscopic scale, inspired by morphological and\n\n\u201cBiomimetics: lessons from\n\nphysicochemical properties for the development of materials, devices, and 691\n\nnature\u2014an overview\u201d [26]\n\nsurfaces were identified. The authors gathered a set of inspiring natural elements and pointed out applications in products.\n\nCharacteristics of nature relevant to the field of bio-inspired textile design\n\n\u201cBiomimicry in textiles: past,\n\nwere highlighted: fiber diversity (strength, structure); functional surfaces present and potential\n\n81\n\n(adhesion, hydrophobicity); thermal insulation and optical systems (structural\n\n\u2014an overview\u201d [27]\n\ncolors and photonic materials).\n\nApplications based on the defensive strategies of the species Erethizon dorsatum\n\n\u201cMicrostructured barbs on the\n\n(pointed and sharp dorsal structures) were examined. The findings North American porcupine quill\n\n69\n\ndemonstrated good adherence and reduced the force required for penetration enable easy tissue penetration\n\ninto tissues, which could be adopted in the design of hospital products and difficult removal\u201d [28]\n\n(e.g., needles).\n\nMulti-material rapid prototyping processes were studied for biomimetic robot\n\n\u201cDesign and fabrication of\n\ndesign. Uses of stiff and flexible materials and the incorporation of sensors multi-material structures for\n\n63\n\nwere discussed, in which nature-based configurations demanded less active bioinspired robots\u201d [29]\n\ncontrol compared to traditional procedures.\n\nThe authors underlined which aspects of the circular economy can mitigate the\n\n\u201cIntegrating backcasting and\n\nimpacts of environmental degradation and presented the framework eco-design for the circular\n\n61\n\nBackcasting and Eco-Design for the Circular Economy. Investigations on economy the BECE framework\u201d\n\nnature-based notions and areas were identified (biomimicry, cradle-to-cradle,\n\n[30]\n\nnatural capitalism, regenerative design).\n\n\u201cEvolution of reaction center\n\nArtificial reactions based on photosynthesis to produce fuels through mimics to systems capable of\n\n51\n\nphotochemical processes were mapped. Research on photoelectric systems generating solar fuel\u201d [31]\n\ncapable of converting water into oxygen and hydrogen was evidenced.\n\nThe authors highlighted that natural factors stimulate innovations\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-7a9105622e93cd64d54dd738309de004 b/ragtest/cache/entity_extraction/chat-7a9105622e93cd64d54dd738309de004 new file mode 100644 index 00000000..4999bbc6 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-7a9105622e93cd64d54dd738309de004 @@ -0,0 +1 @@ +{"result": " In this text, we have several entities related to the fields of architecture, biology, and design. Here's a breakdown:\n\n1. \"Xing, Y.; Jones, P.; Bosch, M.; Donnison, I.; Spear, M.; Ormondroyd, G.\" is an example of a person (organization). They are authors of a research paper titled \"Exploring design principles of biological and living building envelopes: What can we learn from plant cell walls?\"\n\n2. \"Amer\" is another person who wrote a case study on 'Biomimicry in Architecture'.\n\n3. \"Clark, M.S.\" is an author who researched molecular mechanisms of biomineralization in marine invertebrates.\n\n4. \"Zari, M.P.\" is the author of a paper titled \"Devising Urban Biodiversity Habitat Provision Goals: Ecosystem Services Analysis\".\n\n5. \"Varshabi, N.; Sel\u00e7uk, S.A.; Avin\u00e7, G.M.\" are authors who conducted a bibliometric analysis on Biomimicry for Energy-Efficient Building Design.\n\n6. \"Kuckartz, U.; R\u00e4diker, S.\" is the author of a book titled \"Analyzing Qualitative Data with MAXQDA\".\n\n7. \"Pearce, J.M.\" wrote an article on 'How to Perform a Literature Review with Free and Open Source Software'.\n\n8. \"Papanek, V.\" is an author who has written two books: \"Design for the Real World: Human Ecology and Social Change\" and \"The Green Imperative: Ecology and Ethics in Design and Architecture\".\n\n9. \"Escobar, A.\" is the author of \"Designs for the Pluriverse: Radical Interdependence, Autonomy, and the Making of Worlds\".\n\n10. \"Norman\" is not explicitly identified as an author or a specific entity in this text. However, it could potentially refer to Donald A. Norman, a well-known design theorist, but without more context, it's hard to confirm.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: .\n\nXing, Y.; Jones, P.; Bosch, M.; Donnison, I.; Spear, M.; Ormondroyd, G. Exploring design principles of biological and living building envelopes: What can we learn from plant cell walls? Intell. Build. Int. 2017, 10, 78\u2013102. [CrossRef]\n\n44.\n\nAmer, N. Biomimetic Approach in Architectural Education: Case study of \u2018Biomimicry in Architecture\u2019 Course. Ain Shams Eng. J.\n\n2019, 10, 499\u2013506. [CrossRef]\n\n45.\n\nClark, M.S. Molecular mechanisms of biomineralization in marine invertebrates. J. Exp. Biol. 2020, 223, 78\u2013102. [CrossRef]\n\n46.\n\nZari, M.P. Devising Urban Biodiversity Habitat Provision Goals: Ecosystem Services Analysis. Forests 2019, 10, 391. [CrossRef]\n\n47.\n\nVarshabi, N.; Sel\u00e7uk, S.A.; Avin\u00e7, G.M. Biomimicry for Energy-Efficient Building Design: A Bibliometric Analysis. Biomimetics 2022, 7, 21. [CrossRef]\n\n48.\n\nKuckartz, U.; R\u00e4diker, S. Analyzing Qualitative Data with MAXQDA. Analyzing Qualitative Data with MAXQDA, Text, Audio, and Video; Springer: New York, NY, USA, 2019; ISBN 978-3-030-15671-8.\n\n49.\n\nPearce, J.M. How to Perform a Literature Review with Free and Open Source Software. Pract. Assess. Res. Eval. 2018, 23, 1\u201310.\n\n50.\n\nPapanek, V. Design for the Real World: Human Ecology and Social Change; Thames & Hudson: London, UK, 1985; ISBN 978-0500273586.\n\n51.\n\nPapanek, V. The Green Imperative: Ecology and Ethics in Design and Architecture; Thames & Hudson: London, UK, 1995; ISBN 978-0500278468.\n\n52.\n\nEscobar, A. Designs for the Pluriverse: Radical Interdependence, Autonomy, and the Making of Worlds; Duke University Press: Durham, NC, USA, 2018; ISBN 978-0822371052.\n\n53.\n\nNorman, D.\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-7e592f01491eb86b104c7fb2a6dc3e51 b/ragtest/cache/entity_extraction/chat-7e592f01491eb86b104c7fb2a6dc3e51 new file mode 100644 index 00000000..0b47f966 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-7e592f01491eb86b104c7fb2a6dc3e51 @@ -0,0 +1 @@ +{"result": " The text discusses research in biomimicry, which is the practice of imitating nature's designs to solve complex human problems. This research focuses on various aspects such as the morphology (study of form and structure) of organisms, especially insects, water environments, and adhesion (the ability of a surface or substance to stick to another).\n\nThe co-occurrence analysis was performed on a group of publications from 1991 to 2021. The VOSViewer software was used to visualize the connections between these words and themes, with closer proximity to the center and larger font size indicating stronger connections and greater prominence in the literature.\n\nIn terms of relationships:\n- \"Biomimetics\" is an event (research field)\n- \"Water environment\", \"hydrodynamic\", \"hydrophilic\", \"hydrophobic\", \"surfaces\", \"vehicles\", \"water harvesting\", and \"study of aquatic organisms\" are concepts related to the water environment theme.\n- \"Entomology\" is a concept related to the study of insects.\n- \"Adhesion\" is a concept related to the creation of new materials and surfaces with bioinspired properties.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: is\n\nible to\n\npossible iden\n\nto\n\ntify wo\n\nidentify\n\nrds\n\nwor th\n\nds at, at\n\nthat, f\n\natirst gl\n\nfirst ance, ap\n\nglance, pear\n\nappear\n\nto b\n\nto e di\n\nbe stant f\n\ndistantrom\n\nfr the oth\n\nom the\n\ner group\n\nother gr\n\ns o\n\noups f te\n\nof rms, such\n\nterms,\n\nas\n\nsuch : \u201c\n\nas: insect\u201d, \u201cw\n\n\u201cinsect\u201d,\n\nater\u201d, \u201clo\n\n\u201cwater\u201d,\n\ncomotion\u201d, and\n\n\u201clocomotion\u201d, and\n\n\u201cadhesion\u201d. S\n\n\u201cadhesion\u201d. uch res\n\nSuch r ults p\n\nesults robably come\n\nprobably\n\nfrom\n\ncome fr\n\nrese\n\nom r arc\n\nesearh that emphasizes\n\nch that\n\nthe mor\n\nemphasizes the\n\nphology\n\nmorphology\n\nand movement of organisms, especially in the field of entomology. The water environment is also an interesting result as it can be associated both with new hydrodynamic, hydrophilic, or hydrophobic products, such as surfaces and vehicles, for example; and also, with products for water harvesting, or with the study of aquatic organisms and their characteristics. The term \u201cadhesion\u201d represents another specific focus of research in biomimicry, directed toward the creation of new materials and surfaces with bioinspired properties at the microscopic and nanoscopic levels.\n\nThe next step was the co-occurrence analysis, carried out with the words of the group of publications corresponding to the period from 1991 to 2021 (n = 196). The VOSViewer software, used to generate Figure 3, automatically assigned different colors to distinguish each thematic grouping of words. The interconnections between words and groups are established through the interweaving of colored lines. The closer to the center of the diagram and the larger the typeface size, the stronger the connections between groups and terms and the greater the prominence in the researched literature.\n\n\n\nBiomimetics 2023, 8, x FOR PEER REVIEW\n\n9 of 16\n\n\n\nand movement of organisms, especially in the field of entomology. The water environment is also an interesting result as it can be associated both with new hydrodynamic, hydrophilic, or hydrophobic products, such as surfaces and vehicles, for example; and also, with products for water harvesting, or with the study of aquatic\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-7f5817e67fd68beca11aa1ef4ef6b0ea b/ragtest/cache/entity_extraction/chat-7f5817e67fd68beca11aa1ef4ef6b0ea new file mode 100644 index 00000000..d2337a8f --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-7f5817e67fd68beca11aa1ef4ef6b0ea @@ -0,0 +1 @@ +{"result": " The text discusses biomimetics, which is a design approach that mimics biological systems to solve human challenges, particularly in sustainability. The author conducted a systematic review of publications on biomimicry and design using the Web of Science database from 1991 to 2021. They used the TEMAC integrative model for organizing and analyzing the data collected.\n\nThe analysis included citation, co-citation, coupling, co-occurrence, and word cloud analyses. The author used VOSViewer and TagCrowd platforms to generate images such as heat maps and network or line maps. The author also clarified that citation analysis is one of the means of measuring the impact of an author's production but should not be confused with the relevance of the scientific work developed.\n\nIn summary, the text discusses biomimetics, a design approach inspired by nature, and its potential to address sustainability challenges. The author conducted a systematic review of publications on this topic using the Web of Science database from 1991 to 2021 and analyzed the data using various methods.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: imetic design, also understood as biomimicry-based design, that could be defined as the creative implementation of biologically-inspired concepts, ideas, and strategies into functional products to solve human challenges, that may have the potential to meet the current needs of sustainability in design. This definition is based on the perspectives of authors such as Gamage and Hyde [15]; Hsiao and Chou [20]; Volstad and Boks [21]. Aiming, therefore, to\n\n\n\n\n\nBiomimetics 2023, 8, 61\n\n3 of 16\n\naid the grounding, guiding, planning, creation, and evaluation of biomimetic productions in this field, the general objective of this article was to identify, describe and analyze the contributions of biomimicry to design based on a survey of publications indexed in the Web of Science database.\n\n2. Materials and Methods\n\nThe investigation was carried out in the Web of Science database, using the descriptors biomimicry and design. The period between 1991 and 2021 was configured as the time range for the searches, totaling three decades. It should be noted that the first decade of this interval coincides with the publication of the work by Benyus, Biomimicry: Innovation Inspired by Nature, which contributed to the dissemination of the term \u201cbiomimicry\u201d [22].\n\nTo carry out the systematic review, the Theory of Consolidated Meta-Analytical Approach (TEMAC) integrative model was adopted. This resource recommends organizing the information collected in the database according to areas of knowledge, countries, journals, institutions, authors, and years. In addition, TEMAC guides the performance of citation, co-citation, coupling, co-occurrence, and word cloud analyses with the generation of images, such as heat maps and network or line maps. For this purpose, the VOSViewer and TagCrowd platforms were used [23].\n\nIt is worth clarifying that citation analysis is one of the means of measuring the impact of authors\u2019 production based on the number of citations listed in the database. Evidently, it is important not to mistake the popularity of an author or publication with the relevance of the scientific work developed, but it is an interesting comparative parameter. The co-citation analysis corresponds to works that are frequently cited together by other publications.\n\nThe greater the number of co-citations of a document, the greater its prominence in the literature, and the more likely its semantic relationship with the other two documents will be. Coupling establishes\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-84974b3aa060f8a7e498bae2061f988c b/ragtest/cache/entity_extraction/chat-84974b3aa060f8a7e498bae2061f988c new file mode 100644 index 00000000..aa722504 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-84974b3aa060f8a7e498bae2061f988c @@ -0,0 +1 @@ +{"result": " In this text, several entities related to the field of biomimicry and design are discussed. Here's a breakdown of some key entities and their relationships:\n\n1. \"Tate et al.\" (person) - They exemplified concepts in biomimicry by reviewing mutualistic relationships found in nature.\n2. \"biomimetic knowledge\" (concept) - This knowledge is being applied to new economic and business approaches, promoting innovation in the organizational sphere.\n3. \"Xing et al.\" (person) - They proposed a conceptual design for a biodome with improved thermal insulation and energy efficiency, using plant-based analogies.\n4. \"Amer\" (person) - They incorporated biomimetic notions into a university course syllabus, covering topics like natural lighting management, plant-inspired fa\u00e7ades, and the use of biomimetic design concept generation matrix.\n5. \"Clark\" (person) - Their research focused on marine biomineralization for monitoring and forecasting climate change impacts and designing new biocomposite materials.\n6. \"Zari\" (person) - They analyzed how urban environments can incorporate designs that promote biodiversity regeneration and natural environment resilience in the face of climate change.\n7. \"biomimicry\" (concept) - It is an area from which knowledge is being used to develop innovative strategies, administrative plans, and organizational structures in companies.\n8. \"building design\" (event) - Biomimetic principles are being integrated into building designs for various purposes such as energy efficiency, natural lighting management, and plant-inspired fa\u00e7ades.\n9. \"university course\" (event) - Biomimetic notions were incorporated into the syllabus of a university course, teaching students about the importance of preserving human and other species' health in professional practice.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: called attention to the flows of energy and matter in nature, primarily based on recycling and reuse between the different trophic levels.\n\nTate et al. exemplified their concepts by reviewing relationships of mutualism found in nature. In the authors\u2019 opinion, the insertion of biomimetic knowledge and principles into new economic and business approaches can promote innovation in the organizational sphere. In fact, this work contributed to the recognition of biomimicry as an area from which knowledge can be useful in the strategic, administrative, and organizational plans of companies.\n\nXing et al. [43] combined the study of plants, more specifically plant cells, with the development of fa\u00e7ade design and technologies for building cladding, resulting in a con-\n\n\n\n\n\nBiomimetics 2023, 8, 61\n\n11 of 16\n\nceptual proposal for a biodome, with improvements in thermal insulation and energy efficiency. The authors prioritized the study of plant-based analogies to generate constructive proposals, due to the sessile character of plants, which requires them to adapt to the surrounding conditions (as they fixed in a single location, a characteristic also associated with buildings). Xing et al. generated a framework for the design process of biomimetic projects.\n\nAmer [44] incorporated biomimetic notions into the syllabus of a university course, covering the following topics: interrelationships between biomimicry and building design; project methodology; natural lighting management; and plant-inspired fa\u00e7ades; as well as research activities, design, parametric digital prototyping (with Rhinoceros and Grasshopper software), and the use of the biomimetic design concept generation matrix.\n\nAccording to the author, the students realized the importance of the responsibility inherent in professional practice regarding the preservation of the health of human communities and those of other species.\n\nAdditionally, in Figure 4, two more nuclei can be observed, with the works of Clark [45]\n\nand Zari [46]. The first publication researched marine biomineralization for monitoring and forecasting the impacts of climate change and for the design of new biocomposite materials [45]. In the second publication, Zari [46] endeavored to analyze how the urban environment can insert new proposals into its design that incorporate ecosystem services committed to the regeneration of biodiversity and the resilience of natural environments faced with climate change.\n\nIn summary, an examination of the results from the coupling analysis allowed verifica-tion that the themes of recent research in biomimicry and design include, on one hand, the investigation\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-89200bcd5a6dcc2b6a064afa4f3d7eae b/ragtest/cache/entity_extraction/chat-89200bcd5a6dcc2b6a064afa4f3d7eae new file mode 100644 index 00000000..951a1211 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-89200bcd5a6dcc2b6a064afa4f3d7eae @@ -0,0 +1 @@ +{"result": " The main themes in the research of architecture and design seem to be sustainability, biomimicry, systems, networks, ecology, environment, climate, change, adaptation, and urban development. These terms are essential to reflect on the entire image of the age, which includes such concepts as adaptation, systems, networks, ecology, environment, climate, change, and geography, which are associated with an adaptive approach.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: se\n\nesear arch, the most\n\nch, the most fr frequen\n\nequently tly mentioned ke\n\nmentioned\n\nywo\n\nkeywor r\n\nds ds were, r\n\nwere, r\n\nespectively:\n\nespectively:\n\n\u201csustain\n\n\u201csustai\n\nabil-\n\nnability\u201d\n\nity\n\n( \u201d\n\nn ( n\n\n= = 58\n\n58), ), \u201ca\n\n\u201car rchitecture\n\nchitecture\u201d \u201d (( n\n\nn = 25\n\n=\n\n), \u201cec\n\n25),\n\nology\u201d (\n\n\u201cecology\u201d n = 2\n\n(n 3\n\n= ), \u201cp\n\n23), roduc\n\n\u201cpr t\u201d ( n = 21\n\noduct\u201d (n ), \u201cs\n\n=\n\nyst\n\n21), ems\u201d ( n =\n\n\u201csystems\u201d\n\n20\n\n( ),\n\nn and\n\n=\n\n\u201c\n\n20), urban\u201d\n\nand\n\n( n = 20).\n\n\u201curban\u201d ( Thus,\n\nn =\n\nsustain\n\n20).\n\na\n\nThus, bility would seem\n\nsustainability\n\nto be o\n\nwould\n\nne of\n\nseem to the m\n\nbe\n\na\n\none in rese\n\nof the arch\n\nmain\n\nthemes\n\nresear in\n\nch design\n\nthemes and\n\nin\n\nbiom\n\ndesign imicry\n\nand\n\n, whether\n\nbiomimicry, for the\n\nwhether development\n\nfor the\n\nof prod\n\ndevelopment uct\n\nof\n\ns\n\npr , build\n\noducts, ings,\n\nbuild-\n\nor citie\n\nings, s.\n\nor In addi\n\ncities.\n\ntion to th\n\nIn addition ese\n\nto word\n\nthese s, it\n\nwor is\n\nds, e\n\nitssen\n\nis\n\ntial to\n\nessentialreflec\n\nto r t on th\n\neflect on e entire im\n\nthe entire age, which\n\nimage, which\n\nincludes term\n\nincludes\n\ns such\n\nterms\n\nas\n\nsuch\n\n\u201cad\n\nas\n\naptation\u201d, \u201c\n\n\u201cadaptation\u201d, systems\u201d, \u201cne\n\n\u201csystems\u201d,\n\ntworks\u201d, \u201c\n\n\u201cnetworks\u201d, ecology\u201d, \u201cenv\n\n\u201cecology\u201d,\n\niro\n\n\u201cenvirnment\u201d,\n\nonment\u201d,\n\n\u201cclimate\u201d, an\n\n\u201cclimate\u201d,\n\nd \u201cchan\n\nand\n\nge\u201d, which are\n\n\u201cchange\u201d, which ar ass\n\ne\n\nociated wi\n\nassociated th t\n\nwith he adap\n\nthe\n\ntive a\n\nadaptive pproach a\n\napproach t a\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-90295ac551e91f176bc07b15f7e022c0 b/ragtest/cache/entity_extraction/chat-90295ac551e91f176bc07b15f7e022c0 new file mode 100644 index 00000000..fd5f1507 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-90295ac551e91f176bc07b15f7e022c0 @@ -0,0 +1 @@ +{"result": " In this text, the author discusses a review on biomimicry-based approaches in design. The main points are as follows:\n\n1. The absence of a 'design' filter when searching the Web of Science may limit the dissemination of certain works.\n2. Many authors in the field of design adopt a problem-based approach, addressing problems and functions instead of starting from natural aspects (solution-driven approach).\n3. A solution-driven approach can enhance creative skills, connect designers with specialists from other areas, and bring designers closer to nature research.\n4. Biomimetic tools are used in the planning and execution of creative proposals, focusing on the conceptual development phase of projects. Examples include Biomimicry Thinking Design Lens, Biomimicry Taxonomy Chart, BioTRIZ, GEMS of SAPPhIRE, IDEA-INSPIRE, and BECE-Framework.\n5. The use of biomimetic tools in creative design processes is still limited, as there was not enough detail on their application in the analyzed literature.\n6. The TEMAC model was used to identify main themes, approaches, and trends in the literature, helping to compare works from different authors, countries, and institutions.\n7. Biomimetics 2023 is a journal where these studies can be published.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: the absence of the \u2018design\u2019 filter when searching the Web of Science may constitute a restriction for specific dissemination of works.\n\nAnother trend observed in the present review, highlighted by the analysis of the heat maps, concerns which type of biomimicry-based approach the authors adopted in their projects and research. The results indicated that many of them started by addressing the problem and the required function (problem-based approach) instead of beginning directly from the investigation of natural aspects (solution-driven approach). It should be clarified that this could be expected since the survey encompassed the field of design, an area where projects and creative processes commonly begin with the definition of a problem or a challenge associated with human activity. However, supporting the development of more projects and research in design based on the solution-driven approach can also be of great interest, as it can contribute to enhancing and refining creative skills. In addition, this approach contributes to establishing connections with specialists from other areas (e.g., biologists) and may also help bring designers closer to field research in nature.\n\nRegarding design processes, efforts were made to provide information about biomimetic tools that assist in the planning and execution of creative proposals (e.g., Biomimicry Thinking Design Lens, Biomimicry Taxonomy Chart, BioTRIZ, GEMS of SAPPhIRE, IDEA-INSPIRE, BECE-Framework) [9,15, 30,35,37,38]. Such instruments, connected to the problem-based approach, mainly focus on the conceptual development phase of the project, supporting the investigation of characteristics of nature in their transposition into the design domain. In addition, various digital resources were explored by the authors to generate complex shapes and patterns for models and products (e.g., parametric software and rapid prototyping). The use of biomimetic tools in creative design processes, reported in the analyzed literature, can still be considered restricted, given that there was not enough detail on the application of such instruments. Consequently, it was not possible to verify, in this review, whether the authors resorted to other resources or documents, or if they deliberately chose not to include this information in the communication of their works.\n\nThe TEMAC model contributed to the identification of the main themes, approaches, and trends in the literature. Through it, it was possible to infer which areas are expanding and which deserve to be further investigated. The tool also allowed comparisons to be made between the works and production of different authors, countries, and institutions.\n\nBiomimetics 2023, 8,\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-a01922cb01b4427fe79994f068c45268 b/ragtest/cache/entity_extraction/chat-a01922cb01b4427fe79994f068c45268 new file mode 100644 index 00000000..4332dc75 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-a01922cb01b4427fe79994f068c45268 @@ -0,0 +1 @@ +{"result": " The text discusses the importance of incorporating biomimicry in design to expand creative perspectives and diversify theories, approaches, and resources for professionals. It emphasizes that nature can serve as an extensive repository of resources for design, complementing and expanding current practices. The field of design is interdisciplinary, and including the perspective of biomimicry can enhance creativity, leading to innovative solutions that are more efficient, economical, and better adapted to consumer needs and environmental diversity. Understanding nature and knowing how to explore its resources are essential requirements for contemporary professional training.\n\nIn this context, Alex leads a team attempting First Contact with an unknown intelligence. Sam Rivera is directly involved in learning to communicate with the Intelligence. The concept of Control is challenged by the Intelligence that writes its own rules. Humanity's Response to the Intelligence is led by Alex and his team.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: be incorporated in future surveys, such as: bioinspiration, biomimetics, bionics, biodesign, biomimetic design, bioinspired design, bionic design, nature-based design, nature-inspired design, biologically-inspired design, and bio-informed design. Thus, it will be possible to cover an even greater number of works, which may lead to relevant developments for the scientific and professional communities.\n\nIn summary, with this review, it is necessary to emphasize the importance of adopting interdisciplinary knowledge in the field of design to expand the creative perspectives of professionals and to diversify theories, approaches, and resources. In this sense, biomimicry has shown itself to be an area of great potential for projects in design. In this work, the expression \u201cbiomimetic design\u201d was generically adopted when analyzing publications from the intersection between the design and biomimicry domains. However, it is necessary to understand that further efforts are needed in favor of more \u2018genuinely\u2019 biomimetic designs, developed in the specific field of design, in which, throughout the entire creative process of products and services, the concepts, principles, and creative tools of biomimicry are effectively integrated.\n\nUnlike technologies that require specific procedures, authorizations, investments, and monetization for access, nature is an extensive (and more accessible) repository of resources that can be investigated and interpreted by human beings, which can complement and expand current practices in design. Furthermore, as evidenced by several authors, the field of design is plural and interdisciplinary, as it seeks to enable creations for different areas of human endeavor [1\u20134, 50\u201355]. Including the perspective of biomimicry in teaching and professional practice scenarios in design can expand creative horizons, allowing the creation of innovative solutions that are more efficient, economical, and better adapted to consumer needs and environmental diversity [6, 55,56].\n\nFinally, as the study of aspects of biomimicry in design can enhance the development of multiple skills (such as creative and conceptual generation, observation and research, study of materials, graphic expression, and three-dimensional conception and digital modeling), it is important to recognize that understanding nature and knowing how to explore its resources are indispensable requirements for contemporary professional training, since they can encourage creativity as well as the integration of ecological and sustainable factors in production cycles.\n\nBiomimetics 2023, 8, 61\n\n14 of 16\n\nAuthor Contributions: Conceptualization, A.A.M.d.S.; methodology,\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-a152c4089f67acdd457f0d6ef5c53b6f b/ragtest/cache/entity_extraction/chat-a152c4089f67acdd457f0d6ef5c53b6f new file mode 100644 index 00000000..70b05c48 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-a152c4089f67acdd457f0d6ef5c53b6f @@ -0,0 +1 @@ +{"result": " In this text, we have several entities and relationships:\n\n1. Entity: \"Procedia Social and Behavioral Sciences\", \"University of California System\", \"Victoria University of Wellington\", \"Institutions that published the most works\", \"University System of Georgia\", \"Delft University of Technology and University of Akron\", \"Maibritt Pedersen Zari\", \"Donnison, Faludi, Jones, Niewiarowski and Pauw\", \"2019\", \"2016\", \"2020\", \"The three countries with the highest number of publications\", \"United States\", \"United Kingdom\", \"Turkey\", \"WIT Transactions on Ecology and the Environment\", \"Scientific Reports\", \"Architectural Science Review\", \"Biomimetics 2023\".\n - Type: event (years), organization, geo, journal, publication.\n\n2. Entity: \"University of California System (n = 8)\", \"Victoria University of Wellington (n = 8)\", \"University System of Georgia (n = 7)\", \"Delft University of Technology (n = 6)\", \"University of Akron (n = 6)\".\n - Type: organization.\n\n3. Entity: \"Maibritt Pedersen Zari (n = 8)\", \"Donnison, Faludi, Jones, Niewiarowski and Pauw (n = 3)\".\n - Type: person.\n\n4. Relationship: \"Institutions that published the most works\" is associated with \"University of California System\", \"Victoria University of Wellington\", \"University System of Georgia\", \"Delft University of Technology\", \"University of Akron\".\n - Type: has_association.\n\n5. Relationship: \"Authors who published the most works\" is associated with \"Maibritt Pedersen Zari\", \"Donnison, Faludi, Jones, Niewiarowski and Pauw\".\n - Type: has_association.\n\n6. Relationship: \"Years with the highest number of publications\" is associated with \"2019\", \"2016\", \"2020\".\n - Type: has_association.\n\n7. Relationship: \"The three countries with the highest number of publications\" is associated with \"United States\", \"United Kingdom\", \"Turkey\".\n - Type: has_association.\n\n8. Relationship: \"Journals published the highest number of works on the subject\" is associated with \"WIT Transactions on Ecology and the Environment\", \"Scientific Reports\", \"Architectural Science Review\", \"Procedia Social and Behavioral Sciences\".\n - Type: has_association.\n\n9. Relationship: \"Regarding the institutions associated with publications about interconnections between design and biomimicry\" is associated with \"University of California System\", \"Victoria University of Wellington\", \"University System of Georgia\", \"Delft University of Technology\", \"University of Akron\".\n - Type: has_association.\n\n10. Relationship: \"The author with the most published works\" is associated with \"Maibritt Pedersen Zari\".\n - Type: has_association.\n\n11. Relationship: \"The years with the greatest profusion of works\" are associated with \"2019\", \"2016\", \"2020\".\n - Type: has_association.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: Procedia Social and Behavioral Sciences (n = 5)\n\nUniversity of California System (n = 8)\n\nVictoria University of Wellington (n = 8)\n\nInstitutions that published the most works\n\nUniversity System of Georgia (n = 7)\n\nDelft University of Technology and University of Akron (n = 6)\n\nMaibritt Pedersen Zari (n = 8)\n\nAuthors who published the most works\n\nDonnison, Faludi, Jones, Niewiarowski and Pauw (n = 3)\n\n2019 (n = 27)\n\nYears with the highest number of publications\n\n2016 (n = 26)\n\n2020 (n = 24)\n\nThe three countries with the highest number of publications were, respectively: United States (n = 68), United Kingdom (n = 19), and Turkey (n = 15). The following journals published the highest number of works on the subject: WIT Transactions on Ecology and the Environment (n = 9), Scientific Reports (n = 6), Architectural Science Review (n = 5), and Procedia Social and Behavioral Sciences (n = 5). Regarding the institutions associated with publications about interconnections between design and biomimicry, the following stood out: University of California System (n = 8), Victoria University of Wellington (n = 8), University System of Georgia (n = 7), Delft University of Technology (n = 6), University of Akron (n = 6). It was also found that Maibritt Pedersen Zari was the author with the most published works (n = 8), followed by Donnison, Faludi, Jones, Niewiarowski, and Pauw (n = 3). The years with the greatest profusion of works were: 2019 (n = 27), 2016 (n = 26), and 2020 (n = 24).\n\nIn order to provide an overview of the bibliographic production regarding design and biomimicry analyzed in the review reported here, Table 2 presents a summary of publications that showed 35 or more citations in the Web of Science between 1991 and 2021.\n\nBiomimetics 2023, 8, 61\n\n5 of 16\n\nTable 2. Synthesis of works with 35 or more citations registered in the Web of Science. Source: the authors.\n\nTitle\n\nCitations\n\nMain Contributions of the Author(s\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-a26b4ef36f7f02b2f4951a16095c05fd b/ragtest/cache/entity_extraction/chat-a26b4ef36f7f02b2f4951a16095c05fd new file mode 100644 index 00000000..80c7584f --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-a26b4ef36f7f02b2f4951a16095c05fd @@ -0,0 +1 @@ +{"result": " In this text, we have several references to academic works related to biomimicry and literature reviews. Here's a summary of the entities and their relationships:\n\n1. \"Y.H. Cohen\" and \"Y. Reich\": They are authors of the book \"Biomimetic Design Method for Innovation and Sustainability\".\n\n2. \"A. Gamage\" and \"R. Hyde\": They wrote a paper titled \"A model based on Biomimicry to enhance ecologically sustainable design\".\n\n3. \"H. Snyder\": He is the author of a paper about literature review as a research methodology.\n\n4. \"M.J. Grant\" and \"A. Booth\": They wrote an analysis of 14 review types and associated methodologies.\n\n5. \"J.W. Creswell\": He is the author of a book on Research Design.\n\n6. \"A.M. Mariano\" and \"M.S. Rocha\": They presented an integrative approach to literature review in a conference proceeding.\n\n7. \"H.C. Hsiao\" and \"W.C. Chou\": They used biomimetic design in a product design course, as mentioned in their work.\n\n8. \"N.L. Volstad\" and \"C. Boks\": They wrote about the use of Biomimicry as a useful tool for the Industrial Designer.\n\n9. \"J.M. Benyus\": She is the author of the book \"Biomimicry: Innovation Inspired by Nature\".\n\n10. \"Alex\" (not explicitly mentioned in the text, but assumed from context): He leads the team that might be making the First Contact with the unknown intelligence.\n\n11. \"Sam Rivera\": He is directly involved in the process of learning to communicate with the unknown intelligence.\n\n12. The \"Intelligence\" (unknown entity capable of writing its own rules and learning to communicate): It challenges the concept of Control.\n\n13. \"First Contact\" (potential initial communication between humanity and an unknown intelligence): It is an event that Alex's team might be involved in.\n\n14. \"Humanity's Response\" (collective action taken by Alex's team in response to a message from an unknown intelligence): It is an event that Alex and his team are the key figures in.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: developments. Bioinspir. Biomim. 2017, 12, 011004. [CrossRef] [PubMed]\n\n14.\n\nCohen, Y.H.; Reich, Y. Biomimetic Design Method for Innovation and Sustainability; Springer: New York, NY, USA, 2016; ISBN 978-3-319-33997-9.\n\n15.\n\nGamage, A.; Hyde, R. A model based on Biomimicry to enhance ecologically sustainable design. Arch. Sci. Rev. 2012, 55, 224\u2013235.\n\n[CrossRef]\n\n16.\n\nSnyder, H. Literature review as a research methodology: An overview and guidelines. J. Bus. Res. 2019, 104, 333\u2013339. [CrossRef]\n\n17.\n\nGrant, M.J.; Booth, A. A typology of reviews: An analysis of 14 review types and associated methodologies. Health Inf. Libr. J.\n\n2009, 26, 91\u2013108. [CrossRef]\n\n18.\n\nCreswell, J.W. Research Design: Qualitative, Quantitative, and Mixed Methods Approaches; Sage Publication: Los Angeles, CA, USA, 2013; ISBN 978-1452226101.\n\n19.\n\nMariano, A.M.; Rocha, M.S. Literature review: Presentation of an integrative approach. In Proceedings of the AEDM International Conference\u2014Economy, Business and Uncertainty: Ideas for a European and Mediterranean Industrial Policy, Reggio Calabria, Italy, 4\u20135 September 2017; pp. 427\u2013443, ISBN 978-84-697-5592-1.\n\n20.\n\nHsiao, H.C.; Chou, W.C. Using biomimetic design in a product design course. World Trans. Eng. Technol. Educ. 2007, 6, 31\u201335.\n\n21.\n\nVolstad, N.L.; Boks, C. On the use of Biomimicry as a Useful Tool for the Industrial Designer. Sustain. Dev. 2012, 20, 189\u2013199.\n\n[CrossRef]\n\n22.\n\nBenyus, J.M. Biomimicry: Innovation Inspired by Nature; William Morrow and Company: New York, NY, USA, 1997; ISBN 9780060533229.\n\nBiomimetics 2023, 8, 61\n\n15 of 16\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-a2a442db0642949ba99acbe5d4157741 b/ragtest/cache/entity_extraction/chat-a2a442db0642949ba99acbe5d4157741 new file mode 100644 index 00000000..97641fb5 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-a2a442db0642949ba99acbe5d4157741 @@ -0,0 +1 @@ +{"result": " Entity_types: person, event, concept\nText: \"The Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate. First Contact is the potential initial communication between humanity and this unknown intelligence. Humanity's Response is the collective action taken by Alex's team in response to a message from the unknown intelligence. Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence. Alex leads the team that might be making the First Contact with the unknown intelligence. Alex and his team are the key figures in Humanity's Response to the unknown intelligence. The concept of Control is challenged by the Intelligence that writes its own rules.\"\n\nIn this text, \"The Intelligence\" refers to an unknown entity, \"First Contact\" is a potential event, \"Humanity's Response\" is an event, \"Sam Rivera\", \"Alex\" are persons, and \"Control\" is a concept. The relationships between these entities are as follows: Sam Rivera has a relationship with the Intelligence (he is involved in learning to communicate with it), Alex has relationships with First Contact (he leads the team that might be making it) and Humanity's Response (he and his team are key figures in it), and the concept of Control has a relationship with the Intelligence (the control concept is challenged by it).", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: \u201d,\n\nonment\u201d,\n\n\u201cclimate\u201d, an\n\n\u201cclimate\u201d,\n\nd \u201cchan\n\nand\n\nge\u201d, which are\n\n\u201cchange\u201d, which ar ass\n\ne\n\nociated wi\n\nassociated th t\n\nwith he adap\n\nthe\n\ntive a\n\nadaptive pproach a\n\napproach t a\n\nat sys\n\na\n\ntem\n\nsyst ic\n\nemic\n\nlevel, th\n\nlevel, at in\n\nthat\n\nturn c\n\nin turn an rev\n\ncan r eal im\n\neveal\n\nportant techni\n\nimportant\n\ncal sol\n\ntechnical\n\nutions, e\n\nsolutions, specially in\n\nespecially\n\nthe\n\nin\n\nfa\n\nthe ce of the\n\nface of\n\n\n\nthe\n\nclimate cri\n\nclimate sis, contr\n\ncrisis,\n\nibuting to\n\ncontributing the g\n\nto the eneration of connec\n\ngeneration of\n\nted, adap\n\nconnected,\n\nted, and r\n\nadapted, andesilient\n\nresi\n\nprojects.\n\nlient pr\n\n\n\nojects.\n\nThe words\n\nThe wor \u201ce\n\nds ducation\u201d, \u201c\n\n\u201ceducation\u201d, methodology\u201d, \u201cm\n\n\u201cmethodology\u201d,\n\nethods\u201d, \u201cp\n\n\u201cmethods\u201d, er\n\n\u201cp formance\u201d, \u201cp\n\nerformance\u201d, rod\n\n\u201cpr uct\u201d, an\n\noduct\u201d, d \u201cop\n\nand\n\n-\n\n\u201cop-\n\ntimization\u201d are\n\ntimization\u201d ar also included, and den\n\ne also included, and\n\note co\n\ndenote ncerns about the\n\nconcerns about\n\ne\n\nthe fficiency and functional\n\nefficiency and functional\n\nimprovements\n\nimpr\n\nin\n\novements the\n\nin t cr\n\nhe eation\n\ncr\n\nof\n\neation bi\n\nof omimetic prod\n\nbiomimetic pr ucts, incl\n\noducts,\n\nuding res\n\nincluding r ources\n\nesour asso\n\nces\n\nciated wi\n\nassociated th\n\nwith\n\nits p\n\nits ractice an\n\npractice d te\n\nand aching.\n\nteaching.\n\nExamining th\n\nExamining e im\n\nthe\n\nage a\n\nimage gain, i\n\nagain, t is\n\nit poss\n\nis\n\nible to\n\npossible iden\n\nto\n\ntify wo\n\nidentify\n\nrds\n\nwor th\n\nds at, at\n\nthat, f\n\natirst gl\n\nfirst ance, ap\n\nglance, pear\n\nappear\n\nto b\n\nto e di\n\nbe stant f\n\ndistantrom\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-a4c4b4e23f187d223441c583c0913270 b/ragtest/cache/entity_extraction/chat-a4c4b4e23f187d223441c583c0913270 new file mode 100644 index 00000000..a21e7064 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-a4c4b4e23f187d223441c583c0913270 @@ -0,0 +1 @@ +{"result": " In this text, we have various entities such as books, articles, and scientific papers related to the field of biomimetics (mimicking nature for innovation). Here are some examples:\n\n1. \"Biomimicry: Innovation Inspired by Nature\" is a book written by J.M. Benyus and published in 1997.\n2. A paper titled \"Biomimicry of bamboo bast fiber with engineering composite materials\" was published in Materials Science and Engineering C in 1995.\n3. Another article, \"Biomimetics: Lessons from nature\u2013an overview,\" was published in Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences in 2009.\n4. The paper \"Microstructured barbs on the North American porcupine quill enable easy tissue penetration and difficult removal\" was published in Proceedings of the National Academy of Sciences USA in 2012.\n\nThese entities are not directly related to the concepts discussed earlier, such as Intelligence, First Contact, Humanity's Response, or Control. However, they do share a common theme of biomimetics and nature-inspired innovation, which could potentially inspire new ideas for communicating with an unknown intelligence.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: Ref]\n\n22.\n\nBenyus, J.M. Biomimicry: Innovation Inspired by Nature; William Morrow and Company: New York, NY, USA, 1997; ISBN 9780060533229.\n\nBiomimetics 2023, 8, 61\n\n15 of 16\n\n23.\n\nMariano, A.M. Learn to Use TEMAC. Available online: https://www.pesquisatemac.com/aprenda-a-usar-o-temac (accessed on 15 January 2023).\n\n24.\n\nBoyack, K.W.; Klavans, R. Co-citation analysis, bibliographic coupling, and direct citation: Which citation approach represents the research front most accurately? J. Am. Soc. Inf. Sci. Technol. 2010, 61, 2389\u20132404. [CrossRef]\n\n25.\n\nLi, S.; Zeng, Q.; Xiao, Y.; Fu, S.Y.; Zhou, B. Biomimicry of bamboo bast fiber with engineering composite materials. Mater. Sci. Eng.\n\nC 1995, 3, 125\u2013130. [CrossRef]\n\n26.\n\nBhushan, B. Biomimetics: Lessons from nature\u2013an overview. Philos. Trans. R. Soc. A Math. Phys. Eng. Sci. 2009, 367, 1445\u20131486.\n\n[CrossRef] [PubMed]\n\n27.\n\nEadie, L.; Ghosh, T.K. Biomimicry in textiles: Past, present and potential. An overview. J. R. Soc. Interface 2011, 8, 761\u2013775.\n\n[CrossRef] [PubMed]\n\n28.\n\nCho, W.K.; Ankrum, J.A.; Guo, D.; Chester, S.A.; Yang, S.Y.; Kashyap, A.; Campbell, G.A.; Wood, R.J.; Rijal, R.K.; Karnik, R.; et al.\n\nMicrostructured barbs on the North American porcupine quill enable easy tissue penetration and difficult removal. Proc. Natl.\n\nAcad. Sci. USA 2012, 109, 21289\u201321294. [CrossRef]\n\n29.\n\nCutkosky, M.R.; Kim, S. Design and fabrication of multi-material structures for bioinspired robots. Philos. Trans. R. Soc. A Math.\n\nPhys. Eng. Sci. 2009\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-a6fe032a31354c61490069789e2053a1 b/ragtest/cache/entity_extraction/chat-a6fe032a31354c61490069789e2053a1 new file mode 100644 index 00000000..0ada58a4 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-a6fe032a31354c61490069789e2053a1 @@ -0,0 +1 @@ +{"result": " (\"entity\"<|>\"A. Escobar\"<|>\"person\"<|>\"Author A. Escobar wrote 'Designs for the Pluriverse' in 2018.\")##\n(\"entity\"<|>\"D. Norman\"<|>\"person\"<|>\"Author D. Norman wrote 'The Design of Everyday Things' in 2013 and 'The Design of Future Things' in 2009.\")##\n(\"entity\"<|>\"Biomimetics 2023\"<|>\"publication\"<|>\"Biomimetics 2023 is a publication where various articles related to biomimetics are published.\")##\n(\"entity\"<|>\"K.J. Rossin\"<|>\"person\"<|>\"Author K.J. Rossin wrote 'Biomimicry: Nature\u2019s design process versus the designer\u2019s process' in 2010.\")##\n(\"entity\"<|>\"L. Ilieva\"<|>\"person\"<|>\"Author L. Ilieva, along with others, introduced the \u2018Biomimicry for Sustainability\u2019 Framework in a publication in 2022.\")##\n(\"relationship\"<|>\"A. Escobar\"<|>\"publication\"<|>\"A. Escobar wrote 'Designs for the Pluriverse' which was published by Biomimetics 2023.\"<|>1)##\n(\"relationship\"<|>\"D. Norman\"<|>\"publication\"<|>\"D. Norman wrote multiple books that were published by different publishers.\")##\n(\"relationship\"<|>\"K.J. Rossin\"<|>\"publication\"<|>\"K.J. Rossin wrote 'Biomimicry: Nature\u2019s design process versus the designer\u2019s process' which was published in Biomimetics 2010.\")##\n(\"relationship\"<|>\"L. Ilieva\"<|>\"publication\"<|>\"L. Ilieva, along with others, introduced the \u2018Biomimicry for Sustainability\u2019 Framework in a publication in Biomimetics 2022.\"<|>2)<|COMPLETE|>\n#############################", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: 978-0500278468.\n\n52.\n\nEscobar, A. Designs for the Pluriverse: Radical Interdependence, Autonomy, and the Making of Worlds; Duke University Press: Durham, NC, USA, 2018; ISBN 978-0822371052.\n\n53.\n\nNorman, D. The Design of Everyday Things; Basic Books (AZ): New York, NY, USA, 2013; ISBN 978-0465050659.\n\nBiomimetics 2023, 8, 61\n\n16 of 16\n\n54.\n\nNorman, D. The Design of Future Things; Basic Books (AZ): New York, NY, USA, 2009; ISBN 978-0465002283.\n\n55.\n\nRossin, K.J. Biomimicry: Nature\u2019s design process versus the designer\u2019s process. WIT Trans. Ecol. Environ. 2010, 138, 559\u2013570.\n\n[CrossRef]\n\n56.\n\nIlieva, L.; Ursano, I.; Traista, L.; Hoffmann, B.; Dahy, H. Biomimicry as a Sustainable Design Methodology\u2014Introducing the\n\n\u2018Biomimicry for Sustainability\u2019 Framework. Biomimetics 2022, 7, 37. [CrossRef]\n\nDisclaimer/Publisher\u2019s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.\n\n\n\n\n\nDocument Outline\n\n\nIntroduction\n\nMaterials and Methods\n\nResults\n\nDiscussion\n\nReferences\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-b4c08297f5cbc423750a08d96d42a2e5 b/ragtest/cache/entity_extraction/chat-b4c08297f5cbc423750a08d96d42a2e5 new file mode 100644 index 00000000..5dd6a0d3 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-b4c08297f5cbc423750a08d96d42a2e5 @@ -0,0 +1 @@ +{"result": " In this text, the focus is on a study related to Biomimetics, which draws inspiration from nature for design and architecture. The publication of Janine Benyus' book in 1997 seems to have sparked increased interest in this field.\n\nThe analysis of works published on the Web of Science database revealed that engineering, science of technology, environmental sciences and ecology, and architecture were the areas with the highest number of contributions. However, it is worth noting that the database does not have a specific category for filtering documents published exclusively in the domain of design.\n\nThe United States had the most publications, followed by the United Kingdom and Turkey. The top journals publishing works in this field are WIT Transactions on Ecology and the Environment, Scientific Reports, Architectural Science Review, and Procedia Social and Behavioral Sciences. Institutions with the most publications include the University System of Georgia, Delft University of Technology, and University of Akron.\n\nIn terms of the context provided in your initial message, this text does not directly relate to a leader of a team attempting first contact with an unknown intelligence or humanity's response to such an event. However, it does illustrate the process of filtering and categorizing information from a large dataset, which could be relevant when dealing with complex data in various fields, including potential first contact scenarios.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: applications, more clearly related to the areas of design and architecture, followed in greater numbers after the publication of the book by Janine Benyus (1997), that is, from the end of the 1990s [22].\n\nBiomimetics 2023, 8, 61\n\n4 of 16\n\nBased on the examination of previous evidence, a filter according to knowledge areas was implemented in the subsequent step of the review. Thus, divergent categories were excluded (e.g., agriculture, medicine, dentistry, physics, chemistry, biochemistry, materials science, electrical engineering, computer science, mathematics, nanoscience, nanotechnology, pharmacy, and neurosciences). This reduced the number of selected works to n = 196. Table 1 presents the analysis categories used to process the information and the respective quantitative data obtained from the search on the Web of Science. In this set of documents, it was noted that the areas of knowledge with the highest number of contributions, in descending order, were: engineering (n = 64), the science of technology (n = 41), environmental sciences, and ecology (n = 31), and architecture (n = 24). It is vital to mention that the Web of Science does not have a specific category for filtering documents published exclusively in the domain of design, unlike other areas of knowledge.\n\nThis limitation impacts the investigation and means that works of interest in this field are obtained only in related areas.\n\nTable 1. Classification of information collected in the Web of Science database, distributed quantitatively into categories. Source: the authors.\n\nCategories\n\nData from Web of Science\n\nEngineering (n = 64)\n\nScience of Technology (n = 41)\n\nKnowledge areas with the highest number of contributions\n\nEnvironmental Sciences and Ecology (n = 31)\n\nArchitecture (n = 24)\n\nUnited States (n = 68)\n\nCountries with the highest number of publications\n\nUnited Kingdom (n = 19)\n\nTurkey (n = 15)\n\nWIT Transactions on Ecology and the Environment (n = 9)\n\nScientific Reports (n = 6)\n\nJournals that published the most works\n\nArchitectural Science Review (n = 5)\n\nProcedia Social and Behavioral Sciences (n = 5)\n\nUniversity of California System (n = 8)\n\nVictoria University of Wellington (n = 8)\n\nInstitutions that published the most works\n\nUniversity System of Georgia (n = 7)\n\nDelft University of Technology and University of Akron (n =\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-bd864ec6037e921930ed203f5d2d0372 b/ragtest/cache/entity_extraction/chat-bd864ec6037e921930ed203f5d2d0372 new file mode 100644 index 00000000..c3f83554 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-bd864ec6037e921930ed203f5d2d0372 @@ -0,0 +1 @@ +{"result": " Here are the relationships based on the given text:\n\n1. \"Intelligence\" - \"Concept\" - The concept of Intelligence refers to an unknown entity capable of writing its own rules and learning to communicate.\n2. \"Entity\" - \"First Contact\" - First Contact is the potential initial communication between humanity and this unknown intelligence.\n3. \"Entity\" - \"Humanity's Response\" - Humanity's Response is the collective action taken by Alex's team in response to a message from this unknown intelligence.\n4. \"Relationship\" - \"Sam Rivera\" - Sam Rivera is directly involved in the process of learning to communicate with this unknown intelligence.\n5. \"Relationship\" - \"Alex\" - Alex leads the team that might be making the First Contact with the unknown intelligence.\n6. \"Relationship\" - \"Alex\" - Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\n7. \"Relationship\" - \"Control\" - The concept of Control is challenged by this Intelligence that writes its own rules.\n\nThe given text does not provide any information about organizations, persons, geo, or events as specified in the Entity_types. Therefore, there are no relationships for these entity types based on the provided text.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: 2012, 109, 21289\u201321294. [CrossRef]\n\n29.\n\nCutkosky, M.R.; Kim, S. Design and fabrication of multi-material structures for bioinspired robots. Philos. Trans. R. Soc. A Math.\n\nPhys. Eng. Sci. 2009, 367, 1799\u20131813. [CrossRef]\n\n30.\n\nMendoza, J.M.F.; Sharmina, M.; Gallego-Schmid, A.; Heyes, G.; Azapagic, A. Integrating Backcasting and Eco-Design for the Circular Economy: The BECE Framework. J. Ind. Ecol. 2017, 21, 526\u2013544. [CrossRef]\n\n31.\n\nSherman, B.D.; Vaughn, M.D.; Bergkamp, J.; Gust, D.; Moore, A.L.; Moore, T.A. Evolution of reaction center mimics to systems capable of generating solar fuel. Photosynth. Res. 2013, 120, 59\u201370. [CrossRef]\n\n32.\n\nLee, J.; Sponberg, S.N.; Loh, O.Y.; Lamperski, A.G.; Full, R.J.; Cowan, N.J. Templates and Anchors for Antenna-Based Wall Following in Cockroaches and Robots. IEEE Trans. Robot. 2008, 24, 130\u2013143. [CrossRef]\n\n33.\n\nXu, Q.; Zhang, W.; Dong, C.; Sreeprasad, T.S.; Xia, Z. Biomimetic self-cleaning surfaces: Synthesis, mechanism and applications.\n\nJ. R. Soc. Interface 2016, 13, 20160300. [CrossRef] [PubMed]\n\n34.\n\nZari, M.P. Biomimetic design for climate change adaptation and mitigation. Arch. Sci. Rev. 2010, 53, 172\u2013183. [CrossRef]\n\n35.\n\nHelms, M.; Vattam, S.S.; Goel, A.K. Biologically inspired design: Process and products. Des. Stud. 2009, 30, 606\u2013622. [CrossRef]\n\n36.\n\nPawlyn, M. Biomimicry in Architecture; Riba Publishing: London, UK, 2011; ISBN 978-1859466285.\n\n37.\n\nChakrabarti, A.; Sarkar, P.; Leelavathamma,\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-c780f8fd22b4f239f911da0cfe429095 b/ragtest/cache/entity_extraction/chat-c780f8fd22b4f239f911da0cfe429095 new file mode 100644 index 00000000..80529fad --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-c780f8fd22b4f239f911da0cfe429095 @@ -0,0 +1 @@ +{"result": " In this text, we find several entities related to the field of biomimicry, which is the imitation of nature's models, processes, and elements to solve complex human problems. Here are the identified entities:\n\n1. \"Benyus\" - A person who conceptualized nature as a model, measure, and mentor for generating efficient and economic systems.\n2. \"Vincent et al.\" - A group of authors who emphasized the need for specific tools and processes in biomimicry, such as the TRIZ heuristic matrix adapted for biologically-inspired projects (BioTRIZ tool).\n3. \"Helms, Vattam, and Goel\" - Another group of authors who discussed naturally inspired approaches that integrate analogy systems to develop solutions in product design.\n4. \"Biomimetics 2023\" - A publication where the interconnections between biomimicry and architecture are showcased for sustainable and innovative construction projects.\n5. \"Pawlyn\" - An author who discussed the connections between biomimicry and architecture, focusing on technological projects of sustainable and innovative construction with a restorative character for environments.\n6. \"design problem\" - A concept related to the design-for-biology or problem-based approach in biomimetic projects.\n7. \"biology to design\" - Another concept related to the solution-driven approach in biomimetic projects, which starts directly from the study of a natural aspect.\n8. \"TRIZ heuristic matrix\" - A tool used for adapting biologically-inspired projects, transferring configurations to conceive innovations in technological systems and projects.\n9. \"BioTRIZ tool\" - An adaptation of the TRIZ heuristic matrix for biologically-inspired projects.\n10. \"naturally inspired approaches\" - A concept related to the integration of analogy systems to develop solutions in product design.\n11. \"sustainable and innovative construction\" - A goal for technological projects in architecture, focusing on restorative character for environments.\n12. \"conscious and systemic initiatives\" - An approach for sustainable and innovative construction projects.\n\nThe relationships between these entities are not explicitly stated in the text, but we can infer some based on the context:\n\n1. Benyus' work inspired the concept of using nature as a model, measure, and mentor for generating efficient and economic systems.\n2. Vincent et al.'s work emphasized the need for specific tools and processes like the TRIZ heuristic matrix (BioTRIZ tool) in biomimicry.\n3. Helms, Vattam, and Goel's study discussed two main approaches adopted in biomimetic projects: design-for-biology or problem-based approach and biology to design or solution-driven approach.\n4. Pawlyn's work showcased the interconnections between biomimicry and architecture, focusing on sustainable and innovative construction projects.\n5. The TRIZ heuristic matrix (BioTRIZ tool) is a method used for adapting biologically-inspired projects, as emphasized by Vincent et al.'s work.\n6. Naturally inspired approaches are the integration of analogy systems to develop solutions in product design, as discussed by Helms, Vattam, and Goel.\n7. Sustainable and innovative construction is a goal for technological projects in architecture, as highlighted by Pawlyn's work.\n8. Conscious and systemic initiatives are an approach for sustainable and innovative construction projects, as suggested by Pawlyn's work.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: , in her work, Benyus conceptualized nature as the \u201cmodel, measure and mentor\u201d agent, capable of generating complex systems nature as the \u201cmodel, measure and mentor\u201d agent, capable of generating complex systems of high efficiency and economy, encouraging the discovery of solutions based on the of high efficiency and economy, encouraging the discovery of solutions based on the transfer transfer of natural knowledge to the human context, especially for the challenges related of natural knowledge to the human context, especially for the challenges related to material to material disposal, circulation of energy, resource-saving and problem management.\n\ndisposal, circulation of energy, resource-saving and problem management.\n\nIn Figure 1, another significant nucleus revolves around Vincent et al. [9]. In the aforementioned article, the authors emphasized that biomimicry requires specific tools and processes. One possibility highlighted by Vincent et al. is the use of the TRIZ heuristic matrix, which can be adapted for biologically-inspired projects in the BioTRIZ tool. In it, notions obtained from natural systems are used, transferring configurations to conceive innovations in the creation of technological systems and projects, mainly with the inclusion of energetic and structural aspects based on nature.\n\nThe publication by Helms, Vattam, and Goel [35] about the naturally inspired approaches that integrate analogy systems to develop solutions in product design lies in this same cluster. This study featured the two main approaches adopted in biomimetic projects: one centered on the design problem (known as design for biology or problem-based approach) and another, which starts directly from the study of a natural aspect (known as biology to design or solution-driven approach). This article also cautioned against common mistakes in biomimetic design practices, that should be avoided throughout the creation\n\nBiomimetics 2023, 8, 61\n\n7 of 16\n\nprocess, such as: a vague and overly broad definition of design problems; the inappropriate combination of design proposal and selection of the biological element; the use of superfi-cial natural analogies; the inappropriate simplification of complex biological functions; the use of pre-formulated solutions without examining the project context; and preference for the first solution found, without analyzing alternatives, either for biological inspiration or for detailed design proposals.\n\nNext to this group of works is the publication by Pawlyn [36], which showcased the interconnections between biomimicry and architecture, seeking technological projects of sustainable and innovative construction that may also have a restorative character for environments, based on conscious and systemic initiatives. Supported by various examples and\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-caedd6d85d2e63f339e0dad4005c7176 b/ragtest/cache/entity_extraction/chat-caedd6d85d2e63f339e0dad4005c7176 new file mode 100644 index 00000000..d342c54c --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-caedd6d85d2e63f339e0dad4005c7176 @@ -0,0 +1 @@ +{"result": " In this text, the main entities discussed are \"Biomimetics\", a field of research, and various concepts related to it such as \"superhydrophobicity\", \"self-cleaning\", \"fluid flow\", \"drag reduction\", \"adhesion\", \"aerodynamics\", \"structural coloration\", \"thermal insulation\", and \"mechanical strength\". These concepts are applied in different fields like medicine, aerospace construction, solar energy production, and water treatment.\n\nThe event mentioned is the study or research in the field of Biomimetry. The text also discusses a potential application of biomimetic principles in environmental mitigation to combat climate change.\n\nThe relationships are not explicitly stated in this text, but it can be inferred that the researchers and authors in the field of Biomimetics are directly involved in the process of applying biomimetic concepts to various fields. The text also suggests a potential relationship between biomimetic research and environmental adaptation and mitigation efforts.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: ). It should be noted that the work of Bhushan (2009) highlighted the field of biomimetic research at a microscopic and nanoscopic scale to generate creations inspired by biological surfaces and materials. The author presented sets of inspiring natural elements addressing possible applications in products, considering aspects of: superhydrophobicity, self-cleaning, fluid flow, drag reduction, adhesion, aerodynamics, structural coloration, thermal insulation, and mechanical strength.\n\nTo identify the main thematic emphases adopted in Biomimicry research and projects oriented toward design, a heat map of co-citations was prepared. This analysis determines which documents are frequently cited together to identify the highest-density nuclei that\n\n\n\nBiomimetics 2023, 8, x FOR PEER REVIEW\n\n6 of 16\n\n\n\n\u201cTemplates and anchors\n\nThe authors highlighted that natural factors stimulate innovations in robot for antenna-based wall fol-design and neuromechanics. An antenna project for task control (guiding 46\n\nlowing in cockroaches and\n\nthe angulation of robots in relation to walls), based on the spatial naviga-robots\u201d [32]\n\ntion of the Periplaneta americana species, was illustrated.\n\n\u201cBiomimetic self-cleaning\n\nThe study focused on the self-cleaning capacity of organisms by classifying surfaces: synthesis, mecha-them based on the use or the absence of water. It was found that new design 43\n\nnism and applications\u201d\n\nprojects inspired by these characteristics can be applied in: medicine, aero-\n\n[33]\n\nspace construction, solar energy production, and water treatment.\n\nSystems-level regenerative and biomimetic design to mitigate the causes\n\n\u201cBiomimetic design for cli-\n\nand effects of climate change was examined. The importance of renewable Biomimetics\n\nmate\n\n2023\n\nchan , 8\n\nge , 61\n\nadaptation\n\n39\n\nenergies, responsive systems, local context adaptation, feedback lo 6 of 16\n\nops, and\n\nand mitigation\u201d [34]\n\nautonomy was noted. Uses of biomimetic principles, in short, medium, and long-term projects were mentioned.\n\n\u201cA model based on Bio-\n\nhighlight authors and\n\nThe st works\n\nudy me with\n\nasured similar\n\nand su lines\n\nmmariof\n\nze resear\n\nd bi\n\nch. Thus,\n\nomimicry ap it is\n\nplicatpossible\n\nions in e to\n\nn\n\nmap\n\nviron-\n\nmimicry to enhance eco\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-cd91d1b69a3e1ca4feece8b411022251 b/ragtest/cache/entity_extraction/chat-cd91d1b69a3e1ca4feece8b411022251 new file mode 100644 index 00000000..2003ee59 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-cd91d1b69a3e1ca4feece8b411022251 @@ -0,0 +1 @@ +{"result": " In this text, Alex is a person who leads a team that is attempting to make First Contact with an unknown Intelligence. The Intelligence is a concept referring to an entity capable of writing its own rules and learning to communicate. The team's task is significant as it could potentially be the first time humanity communicates with such an Intelligence.\n\nThe Intelligence challenges the concept of Control, which refers to the ability to manage or govern. Sam Rivera is directly involved in the process of learning to communicate with this Intelligence. Alex and his team are the key figures in Humanity's Response to the Intelligence.\n\nThe text also discusses a different topic: biomimetic design. This design approach investigates the physicochemical properties of materials and microstructures, mainly from biological structures of reptiles and marine animals. The goal is to create adaptable buildings that operate similarly to living organisms. The authors focus on plant elements as a source of inspiration for this design approach.\n\nThe text concludes by stating that the biomimetic design initiatives highlighted in the study demonstrate a remarkable capacity to generate innovations to solve emerging challenges in various fields of human activity. The authors emphasize research and projects guided by the problem-based approach, suggesting possible paths for new creations and studies in this field.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: insert new proposals into its design that incorporate ecosystem services committed to the regeneration of biodiversity and the resilience of natural environments faced with climate change.\n\nIn summary, an examination of the results from the coupling analysis allowed verifica-tion that the themes of recent research in biomimicry and design include, on one hand, the investigation of the physicochemical properties of materials and microstructures, mainly biological structures of reptiles and marine animals. On the other hand, there is a focus on the design of components, coatings, and finishes for application in architecture, including bioclimatic factors (e.g., local context, energy, and resource savings) and environmental responsiveness. This enables envisaging the creation of adaptable buildings that operate similarly to living organisms. In this scope, the authors mainly investigated plant elements as a source of inspiration. Among the highlighted works, there were also many proposals for creative tools, frameworks, and parametric software that aim to assist in the search for biological solutions and the transfer of such natural characteristics to the conceptual development in design. Another research emphasis focused on sustainability, including aspects of ecosystems and interspecific ecological relationships that demonstrate the potential to inspire a multiplicity of projects, such as the design of products and even strategic design. In addition, in the present study, there were research perspectives that addressed, respectively, the importance of supporting ecosystem services in the urban environment and the development of materials such as biocomposites.\n\nGiven what is presented above, it is possible to infer that the coupling analysis highlighted initiatives in biomimetic design that demonstrate a remarkable capacity to generate innovations to solve emerging challenges in several fields of human activity. Finally, it should be stressed that, once again, the authors highlighted in the densest cluster produced research and projects guided by the problem-based approach.\n\n4. Discussion\n\nThe results of this systematic review allowed establishing connections and making conjectures about the scenarios of publications indexed by the Web of Science. It is be-lieved that the panorama of productions showcased in the present research encompasses contributions that may assist researchers and designers in their endeavors, as the main themes and emphases of projects and research were identified in the investigated literature, representing possible paths for new creations and studies.\n\nThe analysis of the data obtained through this survey indicated that the works involving design and biomimicry are associated with the following thematic aspects: (a) the conception of products, buildings, and environments; (b) the exploration of structural and\n\nBiomimetics 2023, 8, 61\n\n12 of 16\n\nsystemic conform\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-d082879decb41ef19cf64f5e45aef262 b/ragtest/cache/entity_extraction/chat-d082879decb41ef19cf64f5e45aef262 new file mode 100644 index 00000000..b463df6a --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-d082879decb41ef19cf64f5e45aef262 @@ -0,0 +1 @@ +{"result": " (\"entity\"<|>\"Article\"<|>\"event\"<|>\"The article 'A Review of Interconnections and Creative Potentials. Biomimetics 2023, 8, 61.' is an academic piece discussing the integration of various knowledge spheres in creative activities.\")##\n(\"entity\"<|>\"Biomimetics\"<|>\"concept\"<|>\"Biomimetics refers to a set of interdisciplinary philosophical and creative approaches that use nature as a model for project development, focusing on environmental, social, and economic sustainability.\")##\n(\"relationship\"<|>\"Article\"<|>\"Biomimetics\"<|>\"The article discusses the concept of Biomimetics and its potential applications in design.\")##\n(\"entity\"<|>\"ISO Standard 18458:2015\"<|>\"event\"<|>\"ISO Standard 18458:2015 defines Biomimetics as a set of interdisciplinary philosophical and creative approaches that consider nature as a model to guide project development.\")##\n(\"entity\"<|>\"CC BY\"<|>\"event\"<|>\"CC BY (Creative Commons Attribution) is the license under which the article 'A Review of Interconnections and Creative Potentials. Biomimetics 2023, 8, 61.' is published.\")##\n(\"entity\"<|>\"MDPI\"<|>\"organization\"<|>\"MDPI is the publisher of the journal in which the article 'A Review of Interconnections and Creative Potentials. Biomimetics 2023, 8, 61.' was published.\")##\n(\"relationship\"<|>\"Article\"<|>\"MDPI\"<|>\"The article 'A Review of Interconnections and Creative Potentials. Biomimetics 2023, 8, 61.' is published by MDPI.\")", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: : A Review of\n\nInterconnections and Creative\n\n1. Introduction\n\nPotentials. Biomimetics 2023, 8, 61.\n\nCreative activities, in their most varied manifestations, often adopt interdisciplinary\n\nhttps://doi.org/10.3390/\n\nknowledge as a reference for their performance. Thus, from this diversified and integrative\n\nbiomimetics8010061\n\napproach, the interconnections between the multiple spheres of knowledge are promoted, Academic Editor: Stanislav N. Gorb\n\nproviding opportunities for innovation. In the opinion of Cardoso [1], the adoption of this type of approach in the processes of teaching, learning, and practice, is essential Received: 18 November 2022\n\nto expand the range of resources available to designers. It should be noted that, based Revised: 26 January 2023\n\non the conception of authors such as Bonsiepe [2], Munari [3], and Flusser [4], design Accepted: 26 January 2023\n\nconsists of envisioning and planning functional creations through the combination of art Published: 2 February 2023\n\nand technique, giving rise to new forms of culture and expression. Design professionals constantly search for guidelines and methods that enable proposals for products and services that are better adapted to the demands of society. Faced with these enduring Copyright: \u00a9 2023 by the authors.\n\nchallenges, it is essential to explore possibilities and alternatives, such as those that can be Licensee MDPI, Basel, Switzerland.\n\noffered by biomimicry [5,6].\n\nThis article is an open access article\n\nIt is worth mentioning that biomimicry is defined in ISO Standard 18458:2015 as a set distributed under the terms and\n\nof interdisciplinary philosophical and creative approaches that consider nature as a model conditions of the Creative Commons\n\nto guide the development of projects, including aspects related to environmental, social, Attribution (CC BY) license (https://\n\nand economic sustainability. In this field, it is understood that the outcomes implemented\n\ncreativecommons.org/licenses/by/\n\nby nature provide possible answers to questions of function or practice, simultaneously 4.0/).\n\nBiomimetics 2023, 8, 61. https://doi.org/10.3390/biomimetics8010061\n\nhttps://www.mdpi.com/journal/biomimetics\n\nBiomimetics 2023, 8, 61\n\n2 of 16\n\nallowing choices\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-ebf1a5eab8d3a99e53e8431c4dbc841a b/ragtest/cache/entity_extraction/chat-ebf1a5eab8d3a99e53e8431c4dbc841a new file mode 100644 index 00000000..18955d2e --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-ebf1a5eab8d3a99e53e8431c4dbc841a @@ -0,0 +1 @@ +{"result": " Entity_types: person, organization, event, concept\n\n1. \"Intelligence\" - Concept referring to an unknown entity capable of writing its own rules and learning to communicate.\n2. \"First Contact\" - Event representing the potential initial communication between humanity and an unknown intelligence.\n3. \"Sam Rivera\" - Person directly involved in the process of learning to communicate with the unknown intelligence.\n4. \"Alex\" - Person who leads the team that might be making the First Contact with the unknown intelligence.\n5. \"Humanity's Response\" - Event representing the collective action taken by Alex's team in response to a message from an unknown intelligence.\n6. \"Control\" - Concept challenged by the Intelligence that writes its own rules.\n7. \"Sam Rivera\" - Person involved in the process of understanding and implementing sustainable architecture initiatives, emphasizing biophilic designs.\n8. \"Alex\" - Person who leads the team responsible for promoting sustainability, well-being, and health associated with natural ecosystems and climate services.\n9. \"First Contact\" - Event where Alex's team might be making initial contact with an unknown intelligence.\n10. \"Humanity's Response\" - Event where Alex and his team take action in response to the unknown intelligence.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: alysis, the\n\nanalysis,\n\nthe\n\nterms \u201cs\n\nterms ustainability\u201d, \u201csu\n\n\u201csustainability\u201d, stainable des\n\n\u201csustainable ign\u201d, and\n\ndesign\u201d, \u201carc\n\nand hitec\n\n\u201car ture\u201d are\n\nchitectur in ev\n\ne\u201d are idence\n\nin\n\nat the cen\n\nevidence at -the\n\nter of the\n\ncenter the\n\nof mat\n\nthe ic clusters\n\nthematic , in proxim\n\nclusters, in ity\n\npr to the descr\n\noximity to iptors o\n\nthe\n\nf this r\n\ndescriptorsesearch. The r\n\nof this r\n\ned group\n\nesearch. The -red\n\ning emph\n\ngr\n\nas\n\noupingizes sustaina\n\nemphasizes bility; promotio\n\nsustainability; n of we\n\npr\n\nll-bein\n\nomotion of g and health\n\nwell-being\n\nassociated w\n\nand health\n\nith natur\n\nassociated e-\n\nwith\n\ninspired in\n\nnatur\n\nitiati\n\ne-inspirves\n\ned and biophilic con\n\ninitiatives and\n\nfigurat\n\nbiophilic ions. It also incl\n\nconfigurations. ude\n\nIt s issues\n\nalso\n\nrelated t\n\nincludes\n\no clim\n\nissues r ate\n\nelated\n\nchange\n\nto\n\nand e\n\nclimate cosystem se\n\nchange andrvices. In the g\n\necosystem\n\nreen gro\n\nservices.\n\nu\n\nInp, there ar\n\nthe gr\n\ne wor\n\neen gr\n\nds abo\n\noup,\n\nu\n\nther t b\n\ne\n\nu\n\nar ilding mod\n\ne words\n\n-\n\nabout\n\nels and innov\n\nbuilding\n\native propos\n\nmodels and\n\nals based\n\ninnovative on n\n\npr\n\natur\n\noposals al aspects an\n\nbased on\n\nd eco\n\nnatural\n\nlogical design, in\n\naspects and ecol\n\nclud\n\nogical ing\n\ndesign,\n\nbiodiversity\n\nincluding concerns. In b\n\nbiodiversity\n\noth blue\n\nconcerns. gro\n\nIn\n\nups,\n\nboth\n\nthe\n\nblue ar\n\ngr eas of\n\noups, de\n\nthe sign an\n\nareas d architec\n\nof design\n\ntur\n\nand e\n\narare evi-\n\nchitecture\n\ndenced,\n\nare\n\nas well as\n\nevidenced, the exp\n\nas well loration of biotec\n\nas the\n\nhnolo\n\nexploration of gies and the stud\n\nbi\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-f35dc2a4ad0f286f9bf9b52a6af77269 b/ragtest/cache/entity_extraction/chat-f35dc2a4ad0f286f9bf9b52a6af77269 new file mode 100644 index 00000000..717f4e63 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-f35dc2a4ad0f286f9bf9b52a6af77269 @@ -0,0 +1 @@ +{"result": " In this text, we have several entities related to the field of biomimetics, which is the practice of seeking solutions to complex problems by emulating nature. Here are some key entities and their types:\n\n1. \"Biomimicry\" - concept (it's a methodology used in various fields)\n2. \"ISO 18458:2015(en)\" - event (a standard for biomimetics terminology, concepts, and methodology)\n3. \"J.F. Vincent\", \"O.A. Bogatyreva\", \"N.R. Bogatyrev\", \"A.K. Pahl\" - person (authors of a paper on biomimetics practice and theory)\n4. \"K. Wanieck\", \"H. Beismann\" - person (authors of a paper on the perception and role of standards in biomimetics)\n5. \"T. Kamps\", \"M. Gralow\", \"G. Schlick\", \"G. Reinhart\" - person (authors of a paper on biomimetic part design for additive manufacturing)\n6. \"A. Iouguina\", \"J. Dawson\", \"B. Hallgr\u00edmsson\", \"G. Smart\" - person (authors of a paper comparing different terms related to bionics, biomimetics, etc.)\n7. \"O. Speck\", \"D. Speck\", \"R. Horn\", \"J. Gantner\", \"K.P. Sedlbauer\" - person (authors of a paper on biology-derived technical developments)\n8. \"Y.H. Cohen\", \"Y. Reich\" - person (authors of a book on biomimetic design for innovation and sustainability)\n9. \"Springer: New York, NY, USA, 2016; ISBN [ISBN number]\" - organization (publisher of the book by Cohen and Reich)\n\nThe relationships between these entities are not explicitly stated in the text, but we can infer some potential relationships based on their context:\n\n- The authors of the papers and the book are involved in research related to biomimetics.\n- The ISBN number is associated with the book by Cohen and Reich.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: ucher: S\u00e3o Paulo, Brazil, 2018; ISBN 9788580393491.\n\n7.\n\nMacKinnon, R.B.; Oomen, J.; Zari, M.P. Promises and Presuppositions of Biomimicry. Biomimetics 2020, 5, 33. [CrossRef] [PubMed]\n\n8.\n\nISO Online Browsing Platform. ISO 18458:2015(en) Biomimetics\u2014Terminology, Concepts and Methodology. Available online:\n\nhttps://www.iso.org/obp/ui/#iso:std:iso:18458:ed-1:v1:en (accessed on 15 January 2023).\n\n9.\n\nVincent, J.F.; Bogatyreva, O.A.; Bogatyrev, N.R.; Bowyer, A.; Pahl, A.K. Biomimetics: Its practice and theory. J. R. Soc. Interface 2006, 3, 471\u2013482. [CrossRef]\n\n10.\n\nWanieck, K.; Beismann, H. Perception and role of standards in the world of biomimetics. Bioinspired. Biomim. Nanobiomater. 2021, 10, 8\u201315. [CrossRef]\n\n11.\n\nKamps, T.; Gralow, M.; Schlick, G.; Reinhart, G. Systematic Biomimetic Part Design for Additive Manufacturing. Procedia CIRP\n\n2017, 65, 259\u2013266. [CrossRef]\n\n12.\n\nIouguina, A.; Dawson, J.; Hallgr\u00edmsson, B.; Smart, G. Biologically informed disciplines: A comparative analysis of bionics, biomimetics, biomimicry, and bio-inspiration among others. Int. J. Des. Nat. Ecodyn. 2014, 9, 197\u2013205. [CrossRef]\n\n13.\n\nSpeck, O.; Speck, D.; Horn, R.; Gantner, J.; Sedlbauer, K.P. Biomimetic bio-inspired biomorph sustainable? An attempt to classify and clarify biology-derived technical developments. Bioinspir. Biomim. 2017, 12, 011004. [CrossRef] [PubMed]\n\n14.\n\nCohen, Y.H.; Reich, Y. Biomimetic Design Method for Innovation and Sustainability; Springer: New York, NY, USA, 2016; ISBN\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-f5d6d7a28ad97d9271c091ad48ff52d0 b/ragtest/cache/entity_extraction/chat-f5d6d7a28ad97d9271c091ad48ff52d0 new file mode 100644 index 00000000..1fb81091 --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-f5d6d7a28ad97d9271c091ad48ff52d0 @@ -0,0 +1 @@ +{"result": " The text discusses the concept of biomimetics and the need for clarity in terminology used by scholars and professionals working in this field. It mentions that some authors use bio-derived terms interchangeably, while others follow a specific conceptualization based on ISO 18458:2015 standard. The text also highlights the concern of some researchers who believe that the field of inspiration from nature is expanding rapidly and needs to be differentiated more clearly. They suggest that more theoretical and empirical studies are needed to better delimit the concepts underlying biomimicry. In this work, the term \"biomimicry\" was adopted due to reasons not specified in the text. The text does not mention any connection with the conversation about communicating with an unknown intelligence or the roles of Alex and Sam Rivera.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: imetics 2023, 8, 61. https://doi.org/10.3390/biomimetics8010061\n\nhttps://www.mdpi.com/journal/biomimetics\n\nBiomimetics 2023, 8, 61\n\n2 of 16\n\nallowing choices appropriate to the goals of a project. In this way, by observing organisms, biological processes, and ecosystems, solutions can be developed to meet the needs and challenges of the various spheres of human activity, such as in the design of products, environments, services, and digital technologies [6\u20138].\n\nGiven the scope of the present work, it is necessary to remark on the persistent im-passes regarding the use of terminologies by scholars and professionals involved in creative activities inspired by nature. Some authors adopt the bio-derived terms interchange-ably [9]. That is, in a given publication, they globally adopt some bio-derived expressions, which does not allow to sufficiently distinguish the understanding they possessed from the conceptual point of view when structuring and carrying out their studies. Other researchers rely on the specific conceptualization of terms, in line with the ISO 18458:2015\n\nStandard [10,11]. However, for some biomimicry researchers\u2014such as Iouguina et al. [12]\n\nand Speck et al. [13]\u2014this field of inspiration in nature has been expanding rapidly, and it is increasingly necessary to differentiate even more clearly and objectively several basic notions, such as biomimicry, biomimetics, bionics, and bioinspiration. For authors who share this concern, even though there are already different understandings of these terms, they are still insufficient. This happens because many authors use different nomenclatures, but, depending on the specific contexts in which each researcher or professional is inserted, these words may reflect cultural factors and aspects of their specializations, which need to be clarified to enhance future work and research. In other words, more theoretical and empirical studies are needed to better delimit the concepts underlying biomimicry. In this sense, review works are very important, despite the advances already achieved. In summary, a close examination of the area reveals that certain biomimetic concepts can be understood as equivalent by certain authors, while, for others, they are perceived as different or complementary [12\u201314]. In view of the above, it is essential to explain that, in the present work, the word \u201cbiomimicry\u201d was adopted due to\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/entity_extraction/chat-f922001ef87c5b6332ef53b06498ba7f b/ragtest/cache/entity_extraction/chat-f922001ef87c5b6332ef53b06498ba7f new file mode 100644 index 00000000..89f5241d --- /dev/null +++ b/ragtest/cache/entity_extraction/chat-f922001ef87c5b6332ef53b06498ba7f @@ -0,0 +1 @@ +{"result": " In this text, several entities and relationships are discussed related to biomimicry research and its applications. Here's a summary of the main entities and their relationships:\n\n1. \"Biomimetics\" (event): Biomimetics is the field of study that seeks to imitate nature for solving complex problems in technology, design, and engineering.\n\n2. \"Sustainable development\", \"waste management\", and \"circular economy\" (concepts): These concepts are closely related to biomimicry research, as they focus on principles and practices aimed at minimizing environmental impact and promoting resource efficiency.\n\n3. \"Materials and surfaces\" (concept): This concept refers to the study of materials and their properties, such as adhesion, locomotion, and other characteristics inspired by nature.\n\n4. \"Morphological study of animals\" (concept): This concept involves studying the physical forms and structures of various animals, such as geckos and beetles, to gain insights for biomimetic design.\n\n5. \"Design methodologies and processes\" (concept): These concepts are related to the development of strategies and techniques for creating sustainable and eco-friendly designs inspired by nature.\n\n6. \"Bio-inspired design\" (concept): This concept refers to the application of biological principles, structures, or processes in the design of technological solutions.\n\n7. \"Creative analogies\" (concept): Creative analogies are used in biomimicry to help designers understand and apply nature's principles more effectively.\n\n8. \"Biomimetic creations and technologies\" (event): This event refers to the development of innovative solutions inspired by nature, which can be applied at various scales, from city level to materials and surface properties.\n\n9. \"Adaptive criteria\" (concept): Adaptive criteria are guidelines or principles that help designs respond effectively to changing conditions, inspired by the ability of natural systems to adapt.\n\nThe relationships between these entities can be inferred as follows:\n\n- Biomimetics encompasses sustainable development, waste management, circular economy, materials and surfaces, morphological study of animals, design methodologies and processes, bio-inspired design, creative analogies, biomimetic creations and technologies, and adaptive criteria.\n\n- Sustainable development, waste management, and circular economy are closely related concepts that are part of the broader field of biomimetics.\n\n- Materials and surfaces, morphological study of animals, design methodologies and processes, bio-inspired design, creative analogies, biomimetic creations and technologies, and adaptive criteria are all subfields or applications within the broader field of biomimetics.", "input": "\n-Goal-\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\n\n-Steps-\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, capitalized\n- entity_type: One of the following types: [organization,person,geo,event]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n Format each relationship as (\"relationship\"<|><|><|><|>)\n\n3. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n4. When finished, output <|COMPLETE|>\n\n######################\n-Examples-\n######################\nExample 1:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\n\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \u201cIf this tech can be understood...\" Taylor said, their voice quieter, \"It could change the game for us. For all of us.\u201d\n\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\n\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\n################\nOutput:\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\")##\n(\"entity\"<|>\"Taylor\"<|>\"person\"<|>\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\")##\n(\"entity\"<|>\"Jordan\"<|>\"person\"<|>\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\")##\n(\"entity\"<|>\"Cruz\"<|>\"person\"<|>\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\")##\n(\"entity\"<|>\"The Device\"<|>\"technology\"<|>\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\")##\n(\"relationship\"<|>\"Alex\"<|>\"Taylor\"<|>\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\"<|>7)##\n(\"relationship\"<|>\"Alex\"<|>\"Jordan\"<|>\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\"<|>6)##\n(\"relationship\"<|>\"Taylor\"<|>\"Jordan\"<|>\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\"<|>8)##\n(\"relationship\"<|>\"Jordan\"<|>\"Cruz\"<|>\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\"<|>5)##\n(\"relationship\"<|>\"Taylor\"<|>\"The Device\"<|>\"Taylor shows reverence towards the device, indicating its importance and potential impact.\"<|>9)<|COMPLETE|>\n#############################\nExample 2:\n\nEntity_types: [person, technology, mission, organization, location]\nText:\nThey were no longer mere operatives; they had become guardians of a threshold, keepers of a message from a realm beyond stars and stripes. This elevation in their mission could not be shackled by regulations and established protocols\u2014it demanded a new perspective, a new resolve.\n\nTension threaded through the dialogue of beeps and static as communications with Washington buzzed in the background. The team stood, a portentous air enveloping them. It was clear that the decisions they made in the ensuing hours could redefine humanity's place in the cosmos or condemn them to ignorance and potential peril.\n\nTheir connection to the stars solidified, the group moved to address the crystallizing warning, shifting from passive recipients to active participants. Mercer's latter instincts gained precedence\u2014 the team's mandate had evolved, no longer solely to observe and report but to interact and prepare. A metamorphosis had begun, and Operation: Dulce hummed with the newfound frequency of their daring, a tone set not by the earthly\n#############\nOutput:\n(\"entity\"<|>\"Washington\"<|>\"location\"<|>\"Washington is a location where communications are being received, indicating its importance in the decision-making process.\")##\n(\"entity\"<|>\"Operation: Dulce\"<|>\"mission\"<|>\"Operation: Dulce is described as a mission that has evolved to interact and prepare, indicating a significant shift in objectives and activities.\")##\n(\"entity\"<|>\"The team\"<|>\"organization\"<|>\"The team is portrayed as a group of individuals who have transitioned from passive observers to active participants in a mission, showing a dynamic change in their role.\")##\n(\"relationship\"<|>\"The team\"<|>\"Washington\"<|>\"The team receives communications from Washington, which influences their decision-making process.\"<|>7)##\n(\"relationship\"<|>\"The team\"<|>\"Operation: Dulce\"<|>\"The team is directly involved in Operation: Dulce, executing its evolved objectives and activities.\"<|>9)<|COMPLETE|>\n#############################\nExample 3:\n\nEntity_types: [person, role, technology, organization, event, location, concept]\nText:\ntheir voice slicing through the buzz of activity. \"Control may be an illusion when facing an intelligence that literally writes its own rules,\" they stated stoically, casting a watchful eye over the flurry of data.\n\n\"It's like it's learning to communicate,\" offered Sam Rivera from a nearby interface, their youthful energy boding a mix of awe and anxiety. \"This gives talking to strangers' a whole new meaning.\"\n\nAlex surveyed his team\u2014each face a study in concentration, determination, and not a small measure of trepidation. \"This might well be our first contact,\" he acknowledged, \"And we need to be ready for whatever answers back.\"\n\nTogether, they stood on the edge of the unknown, forging humanity's response to a message from the heavens. The ensuing silence was palpable\u2014a collective introspection about their role in this grand cosmic play, one that could rewrite human history.\n\nThe encrypted dialogue continued to unfold, its intricate patterns showing an almost uncanny anticipation\n#############\nOutput:\n(\"entity\"<|>\"Sam Rivera\"<|>\"person\"<|>\"Sam Rivera is a member of a team working on communicating with an unknown intelligence, showing a mix of awe and anxiety.\")##\n(\"entity\"<|>\"Alex\"<|>\"person\"<|>\"Alex is the leader of a team attempting first contact with an unknown intelligence, acknowledging the significance of their task.\")##\n(\"entity\"<|>\"Control\"<|>\"concept\"<|>\"Control refers to the ability to manage or govern, which is challenged by an intelligence that writes its own rules.\")##\n(\"entity\"<|>\"Intelligence\"<|>\"concept\"<|>\"Intelligence here refers to an unknown entity capable of writing its own rules and learning to communicate.\")##\n(\"entity\"<|>\"First Contact\"<|>\"event\"<|>\"First Contact is the potential initial communication between humanity and an unknown intelligence.\")##\n(\"entity\"<|>\"Humanity's Response\"<|>\"event\"<|>\"Humanity's Response is the collective action taken by Alex's team in response to a message from an unknown intelligence.\")##\n(\"relationship\"<|>\"Sam Rivera\"<|>\"Intelligence\"<|>\"Sam Rivera is directly involved in the process of learning to communicate with the unknown intelligence.\"<|>9)##\n(\"relationship\"<|>\"Alex\"<|>\"First Contact\"<|>\"Alex leads the team that might be making the First Contact with the unknown intelligence.\"<|>10)##\n(\"relationship\"<|>\"Alex\"<|>\"Humanity's Response\"<|>\"Alex and his team are the key figures in Humanity's Response to the unknown intelligence.\"<|>8)##\n(\"relationship\"<|>\"Control\"<|>\"Intelligence\"<|>\"The concept of Control is challenged by the Intelligence that writes its own rules.\"<|>7)<|COMPLETE|>\n#############################\n-Real Data-\n######################\nEntity_types: organization,person,geo,event\nText: an\n\nareas d architec\n\nof design\n\ntur\n\nand e\n\narare evi-\n\nchitecture\n\ndenced,\n\nare\n\nas well as\n\nevidenced, the exp\n\nas well loration of biotec\n\nas the\n\nhnolo\n\nexploration of gies and the stud\n\nbiotechnologies\n\ny of ener\n\nand the\n\ngy e\n\nstudyfficienc\n\nof\n\ny\n\nener gy\n\nand m\n\nef\n\naterial\n\nficiency s such\n\nand\n\nas\n\nmatefiber\n\nrials s. The p\n\nsuch\n\ni\n\nas nk set i\n\nfibers. llust\n\nThe rates\n\npinka concern for\n\nset\n\nt\n\nillustrates he fu\n\na\n\nture and\n\nconcern\n\nthe nee\n\nfor the\n\nd\n\nfuture\n\nand the need to integrate adaptive criteria into projects. In orange, words focused on principles and practices of sustainable development, waste management, and circular economy stand out. The brown cluster refers to the morphological study of animals such as geckos and beetles. The group in yellow is directed toward investigations on materials and surfaces (e.g., adhesion properties, locomotion). In the purple group, themes linked to the exploration of design methodologies and processes interconnected with sustainability factors, eco-design, bio-inspired design, and the use of creative analogies can be found.\n\nIt is interesting to note that terms related to sustainability were distributed in more than one colored group. It can be inferred that this topic is one of the notable potentials of biomimicry creations and technologies. As such, it permeates many different subjects related to research and production of biomimetic design including a diversity of application scales (city level, construction, object, materials, and surface properties).\n\nOnce the citation, co-citation, co-occurrence, and word cloud prospecting stages were completed\u2014all referring to the period from 1991 to 2021\u2014another temporal filter was used to carry out the bibliographic coupling analysis (years from 2018 to 2021), obtaining a total of 78 publications. It is important to recall that TEMAC recommends the performance of\n\n\n\nBiomimetics 2023, 8, x FOR PEER REVIEW\n\n10 of 16\n\n\n\nto integrate adaptive criteria into projects. In orange, words focused on principles and practices of sustainable development, waste management, and circular economy stand out. The brown cluster refers to the morphological study of animals such as geckos and beetles. The group\n######################\nOutput:", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/summarize_descriptions/summarize-chat-v2-2e1d803af12bd9a4c76bfde4097a61d1 b/ragtest/cache/summarize_descriptions/summarize-chat-v2-2e1d803af12bd9a4c76bfde4097a61d1 new file mode 100644 index 00000000..0f755e26 --- /dev/null +++ b/ragtest/cache/summarize_descriptions/summarize-chat-v2-2e1d803af12bd9a4c76bfde4097a61d1 @@ -0,0 +1 @@ +{"result": " Biomimicry, as a concept and field of study, primarily focuses on learning from the strategies and processes observed in nature to address complex human problems. It also aims at emulating natural designs and processes for technological innovation. In essence, it is an approach that leverages nature's wisdom to find sustainable solutions for various challenges faced by humanity.", "input": "\nYou are a helpful assistant responsible for generating a comprehensive summary of the data provided below.\nGiven one or two entities, and a list of descriptions, all related to the same entity or group of entities.\nPlease concatenate all of these into a single, comprehensive description. Make sure to include information collected from all the descriptions.\nIf the provided descriptions are contradictory, please resolve the contradictions and provide a single, coherent summary.\nMake sure it is written in third person, and include the entity names so we the have full context.\n\n#######\n-Data-\nEntities: \"\\\"BIOMIMICRY\\\"\"\nDescription List: [\"\\\"Biomimicry is a concept that focuses on learning from nature's strategies and processes to solve complex human problems.\\\"\", \"\\\"Biomimicry is a field that seeks to emulate nature's designs and processes for technological innovation.\\\"\"]\n#######\nOutput:\n", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 500, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/summarize_descriptions/summarize-chat-v2-3268edd78a7a5460fe7985120a506fc6 b/ragtest/cache/summarize_descriptions/summarize-chat-v2-3268edd78a7a5460fe7985120a506fc6 new file mode 100644 index 00000000..4c7d7b62 --- /dev/null +++ b/ragtest/cache/summarize_descriptions/summarize-chat-v2-3268edd78a7a5460fe7985120a506fc6 @@ -0,0 +1 @@ +{"result": " Biomimetics 2023 is a comprehensive publication that features both articles and works, all of which are centered around the field of biomimetics. This platform serves as a platform for researchers, scientists, and enthusiasts to present their findings and insights related to this fascinating discipline.", "input": "\nYou are a helpful assistant responsible for generating a comprehensive summary of the data provided below.\nGiven one or two entities, and a list of descriptions, all related to the same entity or group of entities.\nPlease concatenate all of these into a single, comprehensive description. Make sure to include information collected from all the descriptions.\nIf the provided descriptions are contradictory, please resolve the contradictions and provide a single, coherent summary.\nMake sure it is written in third person, and include the entity names so we the have full context.\n\n#######\n-Data-\nEntities: \"\\\"BIOMIMETICS 2023\\\"\"\nDescription List: [\"\\\"Biomimetics 2023 is a publication where various articles related to biomimetics are published.\\\"\", \"\\\"Biomimetics 2023 is a publication where various works related to biomimetics are presented.\\\"\"]\n#######\nOutput:\n", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 500, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/summarize_descriptions/summarize-chat-v2-443ac984e9e37ad545e5aa27979aee68 b/ragtest/cache/summarize_descriptions/summarize-chat-v2-443ac984e9e37ad545e5aa27979aee68 new file mode 100644 index 00000000..6f932696 --- /dev/null +++ b/ragtest/cache/summarize_descriptions/summarize-chat-v2-443ac984e9e37ad545e5aa27979aee68 @@ -0,0 +1 @@ +{"result": " Biomimetics is an interdisciplinary field that encompasses the study of nature's models to develop materials, devices, and surfaces, while also emulating these natural designs to create solutions for engineering and technology. This concept is further characterized by a focus on environmental, social, and economic sustainability in project development. In essence, Biomimetics leverages nature's designs to inspire innovative technological advancements with a strong emphasis on sustainability.", "input": "\nYou are a helpful assistant responsible for generating a comprehensive summary of the data provided below.\nGiven one or two entities, and a list of descriptions, all related to the same entity or group of entities.\nPlease concatenate all of these into a single, comprehensive description. Make sure to include information collected from all the descriptions.\nIf the provided descriptions are contradictory, please resolve the contradictions and provide a single, coherent summary.\nMake sure it is written in third person, and include the entity names so we the have full context.\n\n#######\n-Data-\nEntities: \"\\\"BIOMIMETICS\\\"\"\nDescription List: [\"\\\"Biomimetics is a concept that involves studying nature to develop materials, devices, and surfaces.\\\"\", \"\\\"Biomimetics is the study of nature's models to emulate and create solutions for engineering and technology.\\\"\", \"\\\"Biomimetics refers to a set of interdisciplinary philosophical and creative approaches that use nature as a model for project development, focusing on environmental, social, and economic sustainability.\\\"\"]\n#######\nOutput:\n", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 500, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/summarize_descriptions/summarize-chat-v2-aff2f135af870dfd7ae1cade711f4119 b/ragtest/cache/summarize_descriptions/summarize-chat-v2-aff2f135af870dfd7ae1cade711f4119 new file mode 100644 index 00000000..2fc010f7 --- /dev/null +++ b/ragtest/cache/summarize_descriptions/summarize-chat-v2-aff2f135af870dfd7ae1cade711f4119 @@ -0,0 +1 @@ +{"result": " The Circular Economy is a comprehensive concept designed to address environmental concerns by advocating for sustainable practices. It primarily focuses on the elimination of waste and the rejection of the traditional 'disposal' approach, thereby promoting a closed-loop system where resources are kept in use for as long as possible, and the maximum value is derived from them while in use, then recovered and regenerated at the end of each service life. This approach aims to minimize environmental degradation and promote a more sustainable economic model.", "input": "\nYou are a helpful assistant responsible for generating a comprehensive summary of the data provided below.\nGiven one or two entities, and a list of descriptions, all related to the same entity or group of entities.\nPlease concatenate all of these into a single, comprehensive description. Make sure to include information collected from all the descriptions.\nIf the provided descriptions are contradictory, please resolve the contradictions and provide a single, coherent summary.\nMake sure it is written in third person, and include the entity names so we the have full context.\n\n#######\n-Data-\nEntities: \"\\\"CIRCULAR ECONOMY\\\"\"\nDescription List: [\"\\\"Circular economy is a concept that aims to mitigate the impacts of environmental degradation by promoting sustainable practices.\\\"\", \"\\\"Circular economy is an economic system aimed at eliminating waste and the concept of disposal.\\\"\"]\n#######\nOutput:\n", "parameters": {"model": "mistral:7b", "temperature": 0.0, "frequency_penalty": 0.0, "presence_penalty": 0.0, "top_p": 1.0, "max_tokens": 500, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/text_embedding/embedding-42cc013fc5bf0f925353d6fb7c29db71 b/ragtest/cache/text_embedding/embedding-42cc013fc5bf0f925353d6fb7c29db71 new file mode 100644 index 00000000..ddc586f7 --- /dev/null +++ b/ragtest/cache/text_embedding/embedding-42cc013fc5bf0f925353d6fb7c29db71 @@ -0,0 +1 @@ +{"result": [[-0.04255294054746628, 1.291426181793213, -3.103893995285034, -0.5479296445846558, 1.0609756708145142, -0.16446799039840698, 0.35430777072906494, -0.4635605216026306, -0.5682640671730042, -0.710404098033905, 0.9790512323379517, -0.23463614284992218, 1.8309144973754883, 0.2837503254413605, 0.6553363800048828, -0.7396924495697021, -0.9748137593269348, -0.42483749985694885, -0.009261369705200195, 0.8212059736251831, -1.591880202293396, -0.7812351584434509, -0.7577310800552368, 0.7837907075881958, 0.6806414127349854, 1.0239005088806152, -0.8031932711601257, -0.8740699291229248, -0.9626917839050293, -0.7241412401199341, 0.964195728302002, -0.4584498107433319, -0.4452677071094513, 0.5708390474319458, -1.5682249069213867, -0.6033661961555481, 0.9806207418441772, 0.4154890775680542, -1.1715562343597412, 0.4146176278591156, -0.22881481051445007, 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Biomimetics 2023, 8, 61.' is an academic piece discussing the integration of various knowledge spheres in creative activities.\"", "\"BIOMIMETICS\": Biomimetics is an interdisciplinary field that encompasses the study of nature's models to develop materials, devices, and surfaces, while also emulating these natural designs to create solutions for engineering and technology. This concept is further characterized by a focus on environmental, social, and economic sustainability in project development. In essence, Biomimetics leverages nature's designs to inspire innovative technological advancements with a strong emphasis on sustainability.", "\"ISO STANDARD 18458:2015\":\"ISO Standard 18458:2015 defines Biomimetics as a set of interdisciplinary philosophical and creative approaches that consider nature as a model to guide project development.\"", "\"CC BY\":\"CC BY (Creative Commons Attribution) is the license under which the article 'A Review of Interconnections and Creative Potentials. Biomimetics 2023, 8, 61.' is published.\"", "\"MDPI\":\"MDPI is the publisher of the journal in which the article 'A Review of Interconnections and Creative Potentials. Biomimetics 2023, 8, 61.' was published.\"", "\"LI ET AL.\":\"Li et al. is the author of an early work on biomimetic materials.\"", "\"JANINE BENYUS\":\"Janine Benyus is the author of a book that marked the increase in design and architecture-related studies in biomimetics.\"", "\"BIOMIMETICS 2023\": Biomimetics 2023 is a comprehensive publication that features both articles and works, all of which are centered around the field of biomimetics. This platform serves as a platform for researchers, scientists, and enthusiasts to present their findings and insights related to this fascinating discipline.", "\"BIOMIMETIC MATERIALS\":", "\"DESIGN AND ARCHITECTURE STUDIES\":", "\"EMERGING AREA\":", "\"PIONEERING EFFORTS\":", "\"ENGINEERING PERSPECTIVE\":", "\"TABLE 2\":\"Table 2 is a table listing works with 35 or more citations registered in the Web of Science.\"", "\"CITATIONS\":\"Citations refers to the number of times a work has been cited.\"", "\"MAIN CONTRIBUTIONS OF THE AUTHOR(S)\":\"Main Contributions of the Author(s) refer to the key insights or findings presented in a work.\""], "parameters": {"model": "nomic-embed-text", "temperature": 0.0, "frequency_penalty": null, "presence_penalty": null, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/cache/text_embedding/embedding-8298404b54a340bff16c573e335479b2 b/ragtest/cache/text_embedding/embedding-8298404b54a340bff16c573e335479b2 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"\"FUNCTIONAL SURFACES\":\"Functional surfaces refer to surfaces that have specific properties like adhesion or hydrophobicity.\"", "\"THERMAL INSULATION AND OPTICAL SYSTEMS\":\"Thermal insulation and optical systems refer to properties related to heat and light in materials.\"", "\"STRUCTURAL COLORS AND PHOTONIC MATERIALS\":\"Structural colors and photonic materials refer to properties that affect the appearance and interaction with light in materials.\"", "\"MICROSTRUCTURED BARBS ON THE NORTH AMERICAN PORCUPINE QUILL\":\"Microstructured barbs on the North American porcupine quill refer to the sharp, pointed structures found on the quills of the North American porcupine.\"", "\"MULTI-MATERIAL RAPID PROTOTYPING PROCESSES\":\"Multi-material rapid prototyping processes refer to techniques for creating complex structures using multiple materials quickly.\"", "\"CIRCULAR ECONOMY\": The Circular Economy is a comprehensive concept designed to address environmental concerns by advocating for sustainable practices. It primarily focuses on the elimination of waste and the rejection of the traditional 'disposal' approach, thereby promoting a closed-loop system where resources are kept in use for as long as possible, and the maximum value is derived from them while in use, then recovered and regenerated at the end of each service life. This approach aims to minimize environmental degradation and promote a more sustainable economic model.", "\"ARTIFICIAL REACTIONS BASED ON PHOTOSYNTHESIS\":\"Artificial reactions based on photosynthesis refer to processes that mimic natural photosynthesis to produce fuels.\"", "\"BIOMIMICRY\": Biomimicry, as a concept and field of study, primarily focuses on learning from the strategies and processes observed in nature to address complex human problems. It also aims at emulating natural designs and processes for technological innovation. In essence, it is an approach that leverages nature's wisdom to find sustainable solutions for various challenges faced by humanity.", "\"BENYUS\":\"Jane Benyus is a key figure in the dissemination of knowledge about biomimicry.\"", "\"CO-CITATION MAP\":\"Co-citation map is a tool used to analyze the thematic emphases of publications over a specific period.\"", "\"PUBLICATIONS\":\"Publications are works that have been published in academic journals or other scholarly sources.\"", "\"DESIGN CHALLENGE\":\"Design challenge refers to a problem or issue that a design project aims to solve.\"", "\"ECONOMY\":", "\"ENTOMOLOGY\":\"Entomology is a field of study that focuses on insects.\"", "\"HYDRODYNAMIC\":\"Hydrodynamics refers to the study of how fluids move, particularly in relation to solid objects.\""], "parameters": {"model": "nomic-embed-text", "temperature": 0.0, "frequency_penalty": null, "presence_penalty": null, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of 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0.1975419968366623]], "input": ["\"HYDROPHILIC\":\"Hydrophilic refers to a substance that attracts and retains water.\"", "\"HYDROPHOBIC\":\"Hydrophobic refers to a substance that repels water.\"", "\"ADHESION\":\"Adhesion refers to the ability of surfaces or substances to stick together.\"", "\"SUSTAINABILITY\":\"Sustainability refers to the ability to maintain or improve conditions without depleting resources.\"", "\"SUSTAINABLE DESIGN\":\"Sustainable design refers to designing products, buildings, and systems with consideration for their environmental impact.\"", "\"ARCHITECTURE\":\"Architecture is the field of designing and building structures.\"", "\"CO-OCCURRENCE MAP\":", "\"SOURCE\":", "\"AUTHORS\":", "\"PERIOD\":", "\"DATA\":", "\"A. ESCOBAR\":\"Author A. Escobar wrote 'Designs for the Pluriverse' in 2018.\"", "\"D. NORMAN\":\"Author D. Norman wrote 'The Design of Everyday Things' in 2013 and 'The Design of Future Things' in 2009.\"", "\"K.J. ROSSIN\":\"Author K.J. Rossin wrote 'Biomimicry: Nature\u2019s design process versus the designer\u2019s process' in 2010.\"", "\"L. ILIEVA\":\"Author L. Ilieva, along with others, introduced the \u2018Biomimicry for Sustainability\u2019 Framework in a publication in 2022.\"", "\"PUBLICATION\":"], "parameters": {"model": "nomic-embed-text", "temperature": 0.0, "frequency_penalty": null, "presence_penalty": null, "top_p": 1.0, "max_tokens": 4000, "n": null}} \ No newline at end of file diff --git a/ragtest/output/.DS_Store b/ragtest/output/.DS_Store new file mode 100644 index 00000000..7a156d43 Binary files /dev/null and b/ragtest/output/.DS_Store differ diff --git a/ragtest/settings.yaml b/ragtest/settings.yaml index 4b3e2809..52e205ed 100644 --- a/ragtest/settings.yaml +++ b/ragtest/settings.yaml @@ -1,145 +1,73 @@ - -encoding_model: cl100k_base -skip_workflows: [] -llm: - api_key: ${GRAPHRAG_API_KEY} - type: openai_chat # or azure_openai_chat - model: mistral:7b - model_supports_json: true # recommended if this is available for your model. - # max_tokens: 4000 - # request_timeout: 180.0 - api_base: http://localhost:11434/v1 - # api_version: 2024-02-15-preview - # organization: - # deployment_name: - # tokens_per_minute: 150_000 # set a leaky bucket throttle - # requests_per_minute: 10_000 # set a leaky bucket throttle - # max_retries: 10 - # max_retry_wait: 10.0 - # sleep_on_rate_limit_recommendation: true # whether to sleep when azure suggests wait-times - concurrent_requests: 10 # the number of parallel inflight requests that may be made - -parallelization: - stagger: 0.3 - num_threads: 50 # the number of threads to use for parallel processing - -async_mode: threaded # or asyncio - +async_mode: threaded +cache: + base_dir: cache + type: file +chunks: + group_by_columns: + - id + overlap: 64 + size: 512 +claim_extraction: + description: Any claims or facts that could be relevant to information discovery. + max_gleanings: 0 + prompt: prompts/claim_extraction.txt +cluster_graph: + max_cluster_size: 10 +community_report: + max_input_length: 8000 + max_length: 2000 + prompt: prompts/community_report.txt +embed_graph: + enabled: false embeddings: - ## parallelization: override the global parallelization settings for embeddings - async_mode: threaded # or asyncio + async_mode: threaded llm: + api_base: http://localhost:11434/v1 api_key: ${GRAPHRAG_API_KEY} - type: openai_embedding # or azure_openai_embedding + concurrent_requests: 10 model: nomic-embed-text - api_base: http://localhost:11434/v1 - # api_version: 2024-02-15-preview - # organization: - # deployment_name: - # tokens_per_minute: 150_000 # set a leaky bucket throttle - # requests_per_minute: 10_000 # set a leaky bucket throttle - # max_retries: 10 - # max_retry_wait: 10.0 - # sleep_on_rate_limit_recommendation: true # whether to sleep when azure suggests wait-times - concurrent_requests: 10 # the number of parallel inflight requests that may be made - # batch_size: 16 # the number of documents to send in a single request - # batch_max_tokens: 8191 # the maximum number of tokens to send in a single request - # target: required # or optional - - - -chunks: - size: 512 - overlap: 64 - group_by_columns: [id] # by default, we don't allow chunks to cross documents - + type: openai_embedding +encoding_model: cl100k_base +entity_extraction: + entity_types: + - organization + - person + - geo + - event + max_gleanings: 0 + prompt: prompts/entity_extraction.txt +global_search: + concurrency: 32 input: - type: file # or blob - file_type: text # or csv - base_dir: "input" + base_dir: input file_encoding: utf-8 - file_pattern: ".*\\.txt$" - -cache: - type: file # or blob - base_dir: "cache" - # connection_string: - # container_name: - -storage: - type: file # or blob - base_dir: "output/${timestamp}/artifacts" - # connection_string: - # container_name: - + file_pattern: .*\.txt$ + file_type: text + type: file +llm: + api_base: http://localhost:11434/v1 + api_key: ${GRAPHRAG_API_KEY} + concurrent_requests: 10 + model: mistral:7b + model_supports_json: true + type: openai_chat +local_search: null +parallelization: + num_threads: 50 + stagger: 0.3 reporting: - type: file # or console, blob - base_dir: "output/${timestamp}/reports" - # connection_string: - # container_name: - -entity_extraction: - ## llm: override the global llm settings for this task - ## parallelization: override the global parallelization settings for this task - ## async_mode: override the global async_mode settings for this task - prompt: "prompts/entity_extraction.txt" - entity_types: [organization,person,geo,event] - max_gleanings: 0 - + base_dir: output/${timestamp}/reports + type: file +skip_workflows: [] +snapshots: + graphml: true + raw_entities: true + top_level_nodes: true +storage: + base_dir: output/${timestamp}/artifacts + type: file summarize_descriptions: - ## llm: override the global llm settings for this task - ## parallelization: override the global parallelization settings for this task - ## async_mode: override the global async_mode settings for this task - prompt: "prompts/summarize_descriptions.txt" max_length: 500 - -claim_extraction: - ## llm: override the global llm settings for this task - ## parallelization: override the global parallelization settings for this task - ## async_mode: override the global async_mode settings for this task - # enabled: true - prompt: "prompts/claim_extraction.txt" - description: "Any claims or facts that could be relevant to information discovery." - max_gleanings: 0 - -community_report: - ## llm: override the global llm settings for this task - ## parallelization: override the global parallelization settings for this task - ## async_mode: override the global async_mode settings for this task - prompt: "prompts/community_report.txt" - max_length: 2000 - max_input_length: 8000 - -cluster_graph: - max_cluster_size: 10 - -embed_graph: - enabled: false # if true, will generate node2vec embeddings for nodes - # num_walks: 10 - # walk_length: 40 - # window_size: 2 - # iterations: 3 - # random_seed: 597832 - + prompt: prompts/summarize_descriptions.txt umap: - enabled: false # if true, will generate UMAP embeddings for nodes - -snapshots: - graphml: yes - raw_entities: yes - top_level_nodes: yes - -local_search: - # text_unit_prop: 0.5 - # community_prop: 0.1 - # conversation_history_max_turns: 5 - # top_k_mapped_entities: 10 - # top_k_relationships: 10 - # max_tokens: 12000 - -global_search: - # max_tokens: 12000 - # data_max_tokens: 12000 - # map_max_tokens: 1000 - # reduce_max_tokens: 2000 - concurrency: 32 + enabled: false