From 9e3e9cbcf92cc006d0ca94a2aa53b13ee276702d Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Mon, 6 May 2024 22:20:29 +0100 Subject: [PATCH 01/36] initial version for langchain migration --- .gitignore | 3 +- pyproject.toml | 18 ++---- src/comai/animations.py | 16 +++-- src/comai/chain.py | 128 +++++++++++++++++++++++++++++++++++++++ src/comai/cli.py | 62 ++++++++----------- src/comai/config.py | 57 ----------------- src/comai/context.py | 5 +- src/comai/history.py | 109 +++++++++++++++++++-------------- src/comai/settings.py | 21 +++++++ src/comai/translation.py | 106 -------------------------------- 10 files changed, 261 insertions(+), 264 deletions(-) create mode 100644 src/comai/chain.py delete mode 100644 src/comai/config.py create mode 100644 src/comai/settings.py delete mode 100644 src/comai/translation.py diff --git a/.gitignore b/.gitignore index f2058f0..41872d9 100644 --- a/.gitignore +++ b/.gitignore @@ -3,4 +3,5 @@ __pycache__ .python-version dist .env -.DS_Store \ No newline at end of file +.DS_Store +.ipynb_checkpoints diff --git a/pyproject.toml b/pyproject.toml index ff8c1b3..be5d8b1 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -5,12 +5,10 @@ build-backend = "hatchling.build" [project] name = "comai" dynamic = ["version"] -authors = [ - { name="Pedro Rico", email="ricopinazo@gmail.com" }, -] +authors = [{ name = "Pedro Rico", email = "ricopinazo@gmail.com" }] description = "AI powered console assistant" readme = "README.md" -license = {file = "LICENSE"} +license = { file = "LICENSE" } requires-python = ">=3.7" classifiers = [ "Programming Language :: Python :: 3", @@ -20,9 +18,9 @@ classifiers = [ "Operating System :: Unix", ] dependencies = [ - "typer[all]==0.9.0", - "openai==0.27.5", - "cryptography==40.0.2", + "typer[all]==0.9.0", + "langchain==0.1.17", + "langchain-openai==0.1.6", ] [project.urls] @@ -34,11 +32,7 @@ issues = "https://github.com/ricopinazo/comai/issues" comai = "comai.cli:app" [project.optional-dependencies] -test = [ - "pytest", - "hatchling", - "python-dotenv" -] +test = ["pytest", "hatchling", "python-dotenv"] [tool.hatch.version] path = "src/comai/__init__.py" diff --git a/src/comai/animations.py b/src/comai/animations.py index 6c0f8c9..04482ff 100644 --- a/src/comai/animations.py +++ b/src/comai/animations.py @@ -42,12 +42,18 @@ def query_animation() -> Generator[None, None, None]: t.join() -def print_answer(command_chunks: Iterator[str]): +# def print_answer(command_chunks: Iterator[str]): +# print(f"[{ANSWER_PROMPT_COLOR}]{ANSWER_PROMPT}", end="", flush=True) +# first_chunk = next(command_chunks) +# print(f"[{COMMAND_COLOR}]{first_chunk}", end="", flush=True) +# for chunk in command_chunks: +# print(f"[{COMMAND_COLOR}]{chunk}", end="", flush=True) + +def start_printing_command(): print(f"[{ANSWER_PROMPT_COLOR}]{ANSWER_PROMPT}", end="", flush=True) - first_chunk = next(command_chunks) - print(f"[{COMMAND_COLOR}]{first_chunk}", end="", flush=True) - for chunk in command_chunks: - print(f"[{COMMAND_COLOR}]{chunk}", end="", flush=True) + +def print_command_token(chunk: str): + print(f"[{COMMAND_COLOR}]{chunk}", end="", flush=True) def hide_cursor() -> None: diff --git a/src/comai/chain.py b/src/comai/chain.py new file mode 100644 index 0000000..0001c5b --- /dev/null +++ b/src/comai/chain.py @@ -0,0 +1,128 @@ +from langchain_core.runnables.utils import ConfigurableFieldSpec +from langchain_core.tools import tool +from langchain.globals import set_debug, set_verbose +from langchain_community.chat_models import ChatOllama +from langchain_core.messages import AIMessage, AIMessageChunk +from langchain_core.runnables import RunnableGenerator +from typing import Iterable, Iterator, List +import re +import logging +import uuid +import itertools +import textwrap +from dataclasses import dataclass + +from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder +from langchain_core.runnables.history import MessagesOrDictWithMessages, RunnableWithMessageHistory +from langchain_community.chat_message_histories import SQLChatMessageHistory +from langchain_core.runnables.base import Runnable +from langchain_core.messages import BaseMessage + +from comai.context import Context +from comai.history import load_history +from comai.settings import Settings + +logging.getLogger().setLevel(logging.CRITICAL) + + +def create_prompt(context: Context): + system_message = f""" + You are a CLI tool called comai with access to a {context.shell} shell on {context.system}. Your goal is to translate the instruction from the user into a command. + + ALWAYS use the following format, with no additional comments, explanation, or notes before or after AT ALL: + + COMMAND END + + Example: + + User: + show files + + Your answer: + COMMAND ls END + """ + + return ChatPromptTemplate.from_messages( + [ + ("system", textwrap.dedent(system_message).strip()), + MessagesPlaceholder(variable_name="history"), + ("human", "{question}"), + ] + ) + +def parse_command(tokens: Iterable[AIMessageChunk]) -> Iterator[str]: + input = "" + output: str = "" + for token in tokens: + if type(token.content) == str: + input += token.content + pattern = r"COMMAND(.*?)(END|$)" + match = re.search(pattern, input) + if match: + updated_output = match.group(1).strip() + if len(updated_output) > len(output): + yield updated_output[len(output):] + output = updated_output + +parse_command_generator = RunnableGenerator(parse_command) + + +def attatch_history(runnable: Runnable[ + MessagesOrDictWithMessages, + str | BaseMessage | MessagesOrDictWithMessages, +]): + return RunnableWithMessageHistory( + runnable, + lambda session_id: load_history(session_id), + input_messages_key="question", + history_messages_key="history", + ) + + +def create_chain_stream(settings: Settings, context: Context): + prompt = create_prompt(context) + model = ChatOllama(model=settings.model) + base_chain = prompt | model + + if context.session_id is not None: + session_id = context.session_id + else: + session_id = str(uuid.uuid4()) # FIXME: should just not use history at all + + chain_with_history = attatch_history(base_chain) + runnable = chain_with_history | parse_command_generator + + def stream(input: dict[str, str]): + return runnable.stream( + input=input, + config={"configurable": {"session_id": session_id}} + ) + + return stream + +# TODO: move this to different file +@dataclass +class StreamStart: + pass + +@dataclass +class Token: + content: str + +@dataclass +class FinalCommand: + command: str + +def query_command(query: str, settings: Settings, context: Context) -> Iterator[StreamStart | Token | FinalCommand]: + stream = create_chain_stream(settings, context) + output = stream({"question": "print your name"}) + + started = False + buffer = "" + for token in output: + if not started: + started = True + yield StreamStart() + yield Token(token) + buffer += token + yield FinalCommand(buffer) diff --git a/src/comai/cli.py b/src/comai/cli.py index 58fe3ef..79e7681 100755 --- a/src/comai/cli.py +++ b/src/comai/cli.py @@ -4,13 +4,17 @@ from typing import List, Optional, Iterator from typing_extensions import Annotated -from . import config, context, translation, __version__ -from .menu import get_option_from_menu, MenuOption -from .animations import ( +from comai import config, __version__ +from comai.chain import StreamStart, Token, FinalCommand, query_command +from comai.settings import load_settings +from comai.context import get_context +from comai.menu import get_option_from_menu, MenuOption +from comai.animations import ( + print_command_token, query_animation, - print_answer, show_cursor, hide_cursor, + start_printing_command, ) app = typer.Typer() @@ -22,49 +26,33 @@ def version_callback(value: bool): raise typer.Exit() -def save_command(command_chunks, command_backup: list) -> Iterator[str]: - for chunk in command_chunks: - command_backup.append(chunk) - yield chunk - - -def wait_for_first_chunk(iterator: Iterator[str]): - iter1, iter2 = itertools.tee(iterator) - _ = next(iter1) - return iter2 - - def main_normal_flow(instructions: List[str]): + final_command: str | None = None input_text = " ".join(instructions) - api_key = config.load_api_key() - if not api_key: - api_key = typer.prompt("Please enter your OpenAI API key") - assert len(api_key) > 0 - if not translation.validate_api_key(api_key): - print("API key not valid") - exit(1) - config.save_api_key(api_key) - hide_cursor() - command_chunks: Iterator[str] = iter(()) - command_backup: List[str] = [] + settings = load_settings() + context = get_context() + output = query_command(input_text, settings, context) with query_animation(): - ctx = context.get_context() - history_path = config.get_history_path() - command_chunks = translation.translate_with_history( - input_text, history_path, ctx, api_key - ) - command_chunks = save_command(command_chunks, command_backup) - command_chunks = wait_for_first_chunk(command_chunks) + stream_start = next(output) + assert(type(stream_start) == StreamStart) + + start_printing_command() + for chunk in output: + match chunk: + case Token(token): + print_command_token(token) + case FinalCommand(command): + final_command = command - print_answer(command_chunks) - command: str = "".join(command_backup) + if final_command is None: + raise Exception("failed to fetch command") match get_option_from_menu(): case MenuOption.run: - os.system(command) + os.system(final_command) case MenuOption.cancel: pass diff --git a/src/comai/config.py b/src/comai/config.py deleted file mode 100644 index 3d15686..0000000 --- a/src/comai/config.py +++ /dev/null @@ -1,57 +0,0 @@ -import os -import configparser -from pathlib import Path -import typer -import tempfile -from typing import Optional -from cryptography.fernet import Fernet - -CONTEXT_SIZE = 20 -APP_NAME = "comai" -config_dir = typer.get_app_dir(APP_NAME, force_posix=True) -key_path = os.path.join(config_dir, "config.ini") -temp_dir = tempfile.gettempdir() -session_id = os.getenv("TERM_SESSION_ID") -log_path: Optional[os.PathLike] = None -if session_id: - try: - log_path = Path(os.path.join(temp_dir, session_id)) - except Exception: - pass - -encryption_key = b"QUMSqTJ5nape3p8joqkgHFCzyJdyQtqzHk6dCuGl9Nw=" -cipher_suite = Fernet(encryption_key) - - -def save_api_key(api_key): - encrypted_key = cipher_suite.encrypt(api_key.encode()) - config = configparser.ConfigParser() - config["DEFAULT"] = {"api_key": encrypted_key.decode()} - - os.makedirs(config_dir, mode=0o700, exist_ok=True) - - def opener(path, flags): - return os.open(path, flags, 0o600) - - with open(key_path, "w", opener=opener) as configfile: - config.write(configfile) - - -def load_api_key(): - try: - config = configparser.ConfigParser() - config.read(key_path) - encrypted_key = config["DEFAULT"]["api_key"].encode() - decrypted_key = cipher_suite.decrypt(encrypted_key) - return decrypted_key.decode() - except Exception: - return None - - -def delete_api_key(): - if os.path.isfile(key_path): - os.remove(key_path) - - -def get_history_path() -> Optional[os.PathLike]: - return log_path diff --git a/src/comai/context.py b/src/comai/context.py index fddae26..f8c0b59 100644 --- a/src/comai/context.py +++ b/src/comai/context.py @@ -2,6 +2,8 @@ import sys from dataclasses import dataclass +session_id = os.getenv("TERM_SESSION_ID") + shell = os.getenv("SHELL") if not shell: shell = "bash" @@ -17,6 +19,7 @@ class Context: system: str shell: str + session_id: str | None def get_context() -> Context: @@ -31,4 +34,4 @@ def get_context() -> Context: shell = "bash" shell = shell.split("/")[-1] - return Context(system, shell) + return Context(system, shell, session_id) diff --git a/src/comai/history.py b/src/comai/history.py index 71977f0..b1b15a6 100644 --- a/src/comai/history.py +++ b/src/comai/history.py @@ -1,46 +1,65 @@ -from __future__ import annotations - import os -import pickle -from copy import copy -from typing import Optional, List - - -class History: - def __init__(self, messages: List, filepath: Optional[os.PathLike] = None) -> None: - self.messages = messages - self.filepath = filepath - - @classmethod - def load_from_file(cls, filepath: os.PathLike) -> History: - messages = [] - try: - with open(filepath, "br") as history_file: - messages = pickle.load(history_file) - except Exception: - pass - return History(messages, filepath) - - @classmethod - def create_local(cls) -> History: - return History([], None) - - def append_user_message(self, request: str) -> None: - user_message = {"role": "user", "content": request} - self.messages += [user_message] - - def append_assistant_message(self, command: str) -> None: - content = f"""COMMAND {command} END""" - assistant_message = {"role": "user", "content": content} - self.messages += [assistant_message] - - def get_messages(self) -> List: - return self.messages - - def checkpoint(self) -> None: - if self.filepath: - with open(self.filepath, "bw") as history_file: - pickle.dump(self.messages, history_file) - - def copy(self) -> History: - return History(copy(self.messages), self.filepath) +import tempfile +from pathlib import Path + +from langchain_community.chat_message_histories import SQLChatMessageHistory +# from langchain.memory import ChatMessageHistory +from langchain_core.chat_history import InMemoryChatMessageHistory + +temp_dir = tempfile.gettempdir() +session_id = os.getenv("TERM_SESSION_ID") +history_path: os.PathLike | None = None +if session_id: + try: + history_path = Path(os.path.join(temp_dir, session_id)) + except Exception: + pass + +def load_history(session_id: str)-> SQLChatMessageHistory | InMemoryChatMessageHistory: + if history_path: + return SQLChatMessageHistory( + session_id=session_id, connection_string=f"sqlite:///{history_path}" + ) + else: + # return ChatMessageHistory() + return InMemoryChatMessageHistory() + + +# class History: +# def __init__(self, messages: List, filepath: Optional[os.PathLike] = None) -> None: +# self.messages = messages +# self.filepath = filepath + + # @classmethod + # def load_from_file(cls, filepath: os.PathLike) -> History: + # messages = [] + # try: + # with open(filepath, "br") as history_file: + # messages = pickle.load(history_file) + # except Exception: + # pass + # return History(messages, filepath) + + # @classmethod + # def create_local(cls) -> History: + # return History([], None) + + # def append_user_message(self, request: str) -> None: + # user_message = {"role": "user", "content": request} + # self.messages += [user_message] + + # def append_assistant_message(self, command: str) -> None: + # content = f"""COMMAND {command} END""" + # assistant_message = {"role": "user", "content": content} + # self.messages += [assistant_message] + + # def get_messages(self) -> List: + # return self.messages + + # def checkpoint(self) -> None: + # if self.filepath: + # with open(self.filepath, "bw") as history_file: + # pickle.dump(self.messages, history_file) + + # def copy(self) -> History: + # return History(copy(self.messages), self.filepath) diff --git a/src/comai/settings.py b/src/comai/settings.py new file mode 100644 index 0000000..e259272 --- /dev/null +++ b/src/comai/settings.py @@ -0,0 +1,21 @@ +import os +from typing import Literal +import typer +from pydantic import BaseModel + +APP_NAME = "comai" +config_dir = typer.get_app_dir(APP_NAME, force_posix=True) +settings_path = os.path.join(config_dir, "settings.json") + +class Settings(BaseModel): + provider: Literal["ollama", "openai"] + model: str = "llama3" # TODO: improve this, should be typed per provider, although possible models can be queried at runtime + +DEFAULT_SETTINGS: Settings = Settings(provider="ollama", model="llama3") + +def load_settings() -> Settings: + try: + return Settings.parse_file(settings_path) + except: + # TODO: if there is indeed a file but the file is incorrect, we should complain instead of returning the default + return DEFAULT_SETTINGS diff --git a/src/comai/translation.py b/src/comai/translation.py deleted file mode 100644 index 1360b64..0000000 --- a/src/comai/translation.py +++ /dev/null @@ -1,106 +0,0 @@ -import os -import openai -from typing import Iterator, Optional -from .context import Context -from .history import History - - -class CommandMissingException(Exception): - pass - - -def validate_api_key(openai_api_key) -> bool: - try: - openai.Model.list(api_key=openai_api_key) - return True - except Exception: - return False - - -def translate_with_history( - instruction: str, - history_path: Optional[os.PathLike], - context: Context, - openai_api_key: str, -) -> Iterator[str]: - history: History = History.create_local() - if history_path: - history = History.load_from_file(history_path) - history.append_user_message(instruction) - - commands_chunks = [] - chunks = request_command(history, context, openai_api_key) - try: - for chunk in filter_assistant_message(chunks): - yield chunk - commands_chunks.append(chunk) - except CommandMissingException: - corrective_history = history.copy() - corrective_history.append_user_message("stick to the format") - chunks = request_command(corrective_history, context, openai_api_key) - for chunk in filter_assistant_message(chunks): - yield chunk - commands_chunks.append(chunk) - - command = "".join(commands_chunks) - history.append_assistant_message(command) - history.checkpoint() - - -def filter_assistant_message(chunks: Iterator[str]) -> Iterator[str]: - # Filter all the chunks between COMMAND and END - try: - while "COMMAND" not in next(chunks): - pass - - first_chunk = next(chunks) - yield first_chunk[1:] # removes the space after "COMMAND" - - while "END" not in (chunk := next(chunks)): - yield chunk - except StopIteration: - raise CommandMissingException - return - - -def request_command( - current_history: History, context: Context, openai_api_key: str -) -> Iterator[str]: - openai.api_key = openai_api_key - - system_prompt = system_prompt_from_context(context) - system_message = {"role": "system", "content": system_prompt} - chat_messages = current_history.get_messages() - messages = [system_message] + chat_messages - - response = openai.ChatCompletion.create( - model="gpt-3.5-turbo", - max_tokens=200, - n=1, - stop=None, - temperature=0, - stream=True, - messages=messages, - ) - - for chunk in response: - if "content" in chunk.choices[0].delta: - yield chunk.choices[0].delta.content - - -def system_prompt_from_context(context: Context) -> str: - return f""" - You are a CLI tool called comai with access to a {context.shell} shell on {context.system}. Your goal is to translate the instruction from the user into a command. - - ALWAYS use the following format, with no additional comments, explanation, or notes before or after AT ALL: - - COMMAND END - - Example: - - User: - show files - - Your answer: - COMMAND ls END - """ From f3b78923bd069a7559f7a348573e464d1db60e54 Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Mon, 6 May 2024 22:32:45 +0100 Subject: [PATCH 02/36] format and sort some imports --- src/comai/chain.py | 55 +++++++++++++++++++++++++++------------------- 1 file changed, 33 insertions(+), 22 deletions(-) diff --git a/src/comai/chain.py b/src/comai/chain.py index 0001c5b..5357343 100644 --- a/src/comai/chain.py +++ b/src/comai/chain.py @@ -1,22 +1,24 @@ -from langchain_core.runnables.utils import ConfigurableFieldSpec -from langchain_core.tools import tool -from langchain.globals import set_debug, set_verbose -from langchain_community.chat_models import ChatOllama -from langchain_core.messages import AIMessage, AIMessageChunk -from langchain_core.runnables import RunnableGenerator -from typing import Iterable, Iterator, List -import re -import logging -import uuid import itertools +import logging +import re import textwrap +import uuid from dataclasses import dataclass +from typing import Iterable, Iterator, List -from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder -from langchain_core.runnables.history import MessagesOrDictWithMessages, RunnableWithMessageHistory +from langchain.globals import set_debug, set_verbose from langchain_community.chat_message_histories import SQLChatMessageHistory +from langchain_community.chat_models import ChatOllama +from langchain_core.messages import AIMessage, AIMessageChunk, BaseMessage +from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder +from langchain_core.runnables import RunnableGenerator from langchain_core.runnables.base import Runnable -from langchain_core.messages import BaseMessage +from langchain_core.runnables.history import ( + MessagesOrDictWithMessages, + RunnableWithMessageHistory, +) +from langchain_core.runnables.utils import ConfigurableFieldSpec +from langchain_core.tools import tool from comai.context import Context from comai.history import load_history @@ -50,6 +52,7 @@ def create_prompt(context: Context): ] ) + def parse_command(tokens: Iterable[AIMessageChunk]) -> Iterator[str]: input = "" output: str = "" @@ -61,16 +64,19 @@ def parse_command(tokens: Iterable[AIMessageChunk]) -> Iterator[str]: if match: updated_output = match.group(1).strip() if len(updated_output) > len(output): - yield updated_output[len(output):] + yield updated_output[len(output) :] output = updated_output + parse_command_generator = RunnableGenerator(parse_command) -def attatch_history(runnable: Runnable[ - MessagesOrDictWithMessages, - str | BaseMessage | MessagesOrDictWithMessages, -]): +def attatch_history( + runnable: Runnable[ + MessagesOrDictWithMessages, + str | BaseMessage | MessagesOrDictWithMessages, + ] +): return RunnableWithMessageHistory( runnable, lambda session_id: load_history(session_id), @@ -87,33 +93,38 @@ def create_chain_stream(settings: Settings, context: Context): if context.session_id is not None: session_id = context.session_id else: - session_id = str(uuid.uuid4()) # FIXME: should just not use history at all + session_id = str(uuid.uuid4()) # FIXME: should just not use history at all chain_with_history = attatch_history(base_chain) runnable = chain_with_history | parse_command_generator def stream(input: dict[str, str]): return runnable.stream( - input=input, - config={"configurable": {"session_id": session_id}} + input=input, config={"configurable": {"session_id": session_id}} ) return stream + # TODO: move this to different file @dataclass class StreamStart: pass + @dataclass class Token: content: str + @dataclass class FinalCommand: command: str -def query_command(query: str, settings: Settings, context: Context) -> Iterator[StreamStart | Token | FinalCommand]: + +def query_command( + query: str, settings: Settings, context: Context +) -> Iterator[StreamStart | Token | FinalCommand]: stream = create_chain_stream(settings, context) output = stream({"question": "print your name"}) From 1b58761fef31f207ebe07d7cc852d677b6fa1d7a Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Mon, 6 May 2024 22:33:07 +0100 Subject: [PATCH 03/36] format the rest of the files --- src/comai/animations.py | 2 ++ src/comai/cli.py | 2 +- src/comai/history.py | 58 +++++++++++++++++++++-------------------- src/comai/settings.py | 7 ++++- 4 files changed, 39 insertions(+), 30 deletions(-) diff --git a/src/comai/animations.py b/src/comai/animations.py index 04482ff..17baf87 100644 --- a/src/comai/animations.py +++ b/src/comai/animations.py @@ -49,9 +49,11 @@ def query_animation() -> Generator[None, None, None]: # for chunk in command_chunks: # print(f"[{COMMAND_COLOR}]{chunk}", end="", flush=True) + def start_printing_command(): print(f"[{ANSWER_PROMPT_COLOR}]{ANSWER_PROMPT}", end="", flush=True) + def print_command_token(chunk: str): print(f"[{COMMAND_COLOR}]{chunk}", end="", flush=True) diff --git a/src/comai/cli.py b/src/comai/cli.py index 79e7681..cf675d0 100755 --- a/src/comai/cli.py +++ b/src/comai/cli.py @@ -37,7 +37,7 @@ def main_normal_flow(instructions: List[str]): output = query_command(input_text, settings, context) with query_animation(): stream_start = next(output) - assert(type(stream_start) == StreamStart) + assert type(stream_start) == StreamStart start_printing_command() for chunk in output: diff --git a/src/comai/history.py b/src/comai/history.py index b1b15a6..2bbfc8f 100644 --- a/src/comai/history.py +++ b/src/comai/history.py @@ -3,6 +3,7 @@ from pathlib import Path from langchain_community.chat_message_histories import SQLChatMessageHistory + # from langchain.memory import ChatMessageHistory from langchain_core.chat_history import InMemoryChatMessageHistory @@ -15,7 +16,8 @@ except Exception: pass -def load_history(session_id: str)-> SQLChatMessageHistory | InMemoryChatMessageHistory: + +def load_history(session_id: str) -> SQLChatMessageHistory | InMemoryChatMessageHistory: if history_path: return SQLChatMessageHistory( session_id=session_id, connection_string=f"sqlite:///{history_path}" @@ -30,36 +32,36 @@ def load_history(session_id: str)-> SQLChatMessageHistory | InMemoryChatMessageH # self.messages = messages # self.filepath = filepath - # @classmethod - # def load_from_file(cls, filepath: os.PathLike) -> History: - # messages = [] - # try: - # with open(filepath, "br") as history_file: - # messages = pickle.load(history_file) - # except Exception: - # pass - # return History(messages, filepath) +# @classmethod +# def load_from_file(cls, filepath: os.PathLike) -> History: +# messages = [] +# try: +# with open(filepath, "br") as history_file: +# messages = pickle.load(history_file) +# except Exception: +# pass +# return History(messages, filepath) - # @classmethod - # def create_local(cls) -> History: - # return History([], None) +# @classmethod +# def create_local(cls) -> History: +# return History([], None) - # def append_user_message(self, request: str) -> None: - # user_message = {"role": "user", "content": request} - # self.messages += [user_message] +# def append_user_message(self, request: str) -> None: +# user_message = {"role": "user", "content": request} +# self.messages += [user_message] - # def append_assistant_message(self, command: str) -> None: - # content = f"""COMMAND {command} END""" - # assistant_message = {"role": "user", "content": content} - # self.messages += [assistant_message] +# def append_assistant_message(self, command: str) -> None: +# content = f"""COMMAND {command} END""" +# assistant_message = {"role": "user", "content": content} +# self.messages += [assistant_message] - # def get_messages(self) -> List: - # return self.messages +# def get_messages(self) -> List: +# return self.messages - # def checkpoint(self) -> None: - # if self.filepath: - # with open(self.filepath, "bw") as history_file: - # pickle.dump(self.messages, history_file) +# def checkpoint(self) -> None: +# if self.filepath: +# with open(self.filepath, "bw") as history_file: +# pickle.dump(self.messages, history_file) - # def copy(self) -> History: - # return History(copy(self.messages), self.filepath) +# def copy(self) -> History: +# return History(copy(self.messages), self.filepath) diff --git a/src/comai/settings.py b/src/comai/settings.py index e259272..5d7358d 100644 --- a/src/comai/settings.py +++ b/src/comai/settings.py @@ -7,12 +7,17 @@ config_dir = typer.get_app_dir(APP_NAME, force_posix=True) settings_path = os.path.join(config_dir, "settings.json") + class Settings(BaseModel): provider: Literal["ollama", "openai"] - model: str = "llama3" # TODO: improve this, should be typed per provider, although possible models can be queried at runtime + model: str = ( + "llama3" # TODO: improve this, should be typed per provider, although possible models can be queried at runtime + ) + DEFAULT_SETTINGS: Settings = Settings(provider="ollama", model="llama3") + def load_settings() -> Settings: try: return Settings.parse_file(settings_path) From 37cacc73409bcec7e4befc6c173eacafddd8e285 Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Mon, 6 May 2024 22:46:24 +0100 Subject: [PATCH 04/36] disable some tests --- src/comai/cli.py | 2 +- tests/test_comai.py | 55 ++++++++++++++++++++++++--------------------- 2 files changed, 30 insertions(+), 27 deletions(-) diff --git a/src/comai/cli.py b/src/comai/cli.py index cf675d0..589bb78 100755 --- a/src/comai/cli.py +++ b/src/comai/cli.py @@ -4,7 +4,7 @@ from typing import List, Optional, Iterator from typing_extensions import Annotated -from comai import config, __version__ +from comai import __version__ from comai.chain import StreamStart, Token, FinalCommand, query_command from comai.settings import load_settings from comai.context import get_context diff --git a/tests/test_comai.py b/tests/test_comai.py index 3ab3338..7af8942 100644 --- a/tests/test_comai.py +++ b/tests/test_comai.py @@ -1,35 +1,37 @@ import os from typer.testing import CliRunner -from dotenv import load_dotenv -from comai import cli, config, translation, context, __version__ -from comai.history import History -load_dotenv() +# from dotenv import load_dotenv +from comai import cli, context, __version__ + +# from comai.history import History + +# load_dotenv() api_key = os.getenv("OPENAI_API_KEY") runner = CliRunner() -def test_invalid_api_key(): - config.delete_api_key() +# def test_invalid_api_key(): +# config.delete_api_key() - result = runner.invoke(cli.app, ["show", "files"], input="bad-api-key\n") - assert result.exit_code != 0 - assert "API key not valid" in result.stdout +# result = runner.invoke(cli.app, ["show", "files"], input="bad-api-key\n") +# assert result.exit_code != 0 +# assert "API key not valid" in result.stdout -def test_installation_flow(): - config.delete_api_key() +# def test_installation_flow(): +# config.delete_api_key() - result = runner.invoke(cli.app, ["show", "files"], input=f"{api_key}\n\n") - assert result.exit_code == 0 - assert "Please enter your OpenAI API key:" in result.stdout - assert "ls" in result.stdout +# result = runner.invoke(cli.app, ["show", "files"], input=f"{api_key}\n\n") +# assert result.exit_code == 0 +# assert "Please enter your OpenAI API key:" in result.stdout +# assert "ls" in result.stdout - result = runner.invoke(cli.app, ["show", "files"], input="\n") - assert result.exit_code == 0 - assert "Please enter your OpenAI API key:" not in result.stdout - assert "ls" in result.stdout +# result = runner.invoke(cli.app, ["show", "files"], input="\n") +# assert result.exit_code == 0 +# assert "Please enter your OpenAI API key:" not in result.stdout +# assert "ls" in result.stdout def test_version(): @@ -43,11 +45,12 @@ def test_missing_instruction(): assert result.exit_code != 0 -def test_translation(): - ctx = context.get_context() - history = History.create_local() - history.append_user_message("show files") +# TODO: create a mock ollama server that always returns "COMMAND ls END" +# def test_translation(): +# ctx = context.get_context() +# history = History.create_local() +# history.append_user_message("show files") - answer = translation.request_command(history, ctx, api_key) - command = translation.filter_assistant_message(answer) - assert "".join(command) == "ls" +# answer = translation.request_command(history, ctx, api_key) +# command = translation.filter_assistant_message(answer) +# assert "".join(command) == "ls" From e0a0d26247a8e892d1d6c65f0b898ea16a989bea Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Mon, 6 May 2024 23:04:32 +0100 Subject: [PATCH 05/36] add a test mocking ollama server --- src/comai/chain.py | 2 +- tests/test_comai.py | 40 +++++++++++----------------------------- 2 files changed, 12 insertions(+), 30 deletions(-) diff --git a/src/comai/chain.py b/src/comai/chain.py index 5357343..5c6b557 100644 --- a/src/comai/chain.py +++ b/src/comai/chain.py @@ -87,7 +87,7 @@ def attatch_history( def create_chain_stream(settings: Settings, context: Context): prompt = create_prompt(context) - model = ChatOllama(model=settings.model) + model = ChatOllama(model=settings.model, temperature=0) base_chain = prompt | model if context.session_id is not None: diff --git a/tests/test_comai.py b/tests/test_comai.py index 7af8942..d4e44de 100644 --- a/tests/test_comai.py +++ b/tests/test_comai.py @@ -1,6 +1,9 @@ import os from typer.testing import CliRunner +from langchain_core.messages import AIMessage, AIMessageChunk +from langchain_community.chat_models import ChatOllama + # from dotenv import load_dotenv from comai import cli, context, __version__ @@ -12,26 +15,16 @@ runner = CliRunner() -# def test_invalid_api_key(): -# config.delete_api_key() - -# result = runner.invoke(cli.app, ["show", "files"], input="bad-api-key\n") -# assert result.exit_code != 0 -# assert "API key not valid" in result.stdout - - -# def test_installation_flow(): -# config.delete_api_key() +def test_normal_flow(monkeypatch): + def mock_stream(*args, **kwargs): + for token in ["COMMAND", " ls", " END"]: + yield AIMessageChunk(content=token) -# result = runner.invoke(cli.app, ["show", "files"], input=f"{api_key}\n\n") -# assert result.exit_code == 0 -# assert "Please enter your OpenAI API key:" in result.stdout -# assert "ls" in result.stdout + monkeypatch.setattr(ChatOllama, "stream", mock_stream) -# result = runner.invoke(cli.app, ["show", "files"], input="\n") -# assert result.exit_code == 0 -# assert "Please enter your OpenAI API key:" not in result.stdout -# assert "ls" in result.stdout + result = runner.invoke(cli.app, ["show", "files"]) + assert result.exit_code == 0 + assert "ls" in result.stdout def test_version(): @@ -43,14 +36,3 @@ def test_version(): def test_missing_instruction(): result = runner.invoke(cli.app, []) assert result.exit_code != 0 - - -# TODO: create a mock ollama server that always returns "COMMAND ls END" -# def test_translation(): -# ctx = context.get_context() -# history = History.create_local() -# history.append_user_message("show files") - -# answer = translation.request_command(history, ctx, api_key) -# command = translation.filter_assistant_message(answer) -# assert "".join(command) == "ls" From 237b6daaae2a92b545a17899a1d1fa7261f19529 Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Tue, 7 May 2024 06:42:12 +0100 Subject: [PATCH 06/36] clean up the test --- tests/test_comai.py | 11 ++--------- 1 file changed, 2 insertions(+), 9 deletions(-) diff --git a/tests/test_comai.py b/tests/test_comai.py index d4e44de..5876380 100644 --- a/tests/test_comai.py +++ b/tests/test_comai.py @@ -1,16 +1,9 @@ -import os from typer.testing import CliRunner -from langchain_core.messages import AIMessage, AIMessageChunk +from langchain_core.messages import AIMessageChunk from langchain_community.chat_models import ChatOllama -# from dotenv import load_dotenv -from comai import cli, context, __version__ - -# from comai.history import History - -# load_dotenv() -api_key = os.getenv("OPENAI_API_KEY") +from comai import cli, __version__ runner = CliRunner() From d9550945952067b2ca3c45c8d2e2af93068b8bb2 Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Tue, 7 May 2024 06:44:27 +0100 Subject: [PATCH 07/36] add diff to black check --- .github/workflows/tests.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index 247efc4..33aa208 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -1,6 +1,6 @@ name: tests -on: +on: push: workflow_call: secrets: @@ -40,6 +40,6 @@ jobs: - name: Install black run: python -m pip install black=="23.*" mypy=="1.*" - name: Check style - run: black --check . + run: black --check --diff . - name: chek types run: mypy . From 2da08642262f9d0ef80fb1f7241c7be9c937130d Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Tue, 7 May 2024 06:48:08 +0100 Subject: [PATCH 08/36] upgrade black version --- .github/workflows/tests.yml | 4 ++-- src/comai/settings.py | 5 ++--- 2 files changed, 4 insertions(+), 5 deletions(-) diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index 33aa208..a19e04c 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -37,8 +37,8 @@ jobs: uses: actions/setup-python@v4 with: python-version: "3.x" - - name: Install black - run: python -m pip install black=="23.*" mypy=="1.*" + - name: Install black and mypy + run: python -m pip install black=="24.*" mypy=="1.*" - name: Check style run: black --check --diff . - name: chek types diff --git a/src/comai/settings.py b/src/comai/settings.py index 5d7358d..fe02414 100644 --- a/src/comai/settings.py +++ b/src/comai/settings.py @@ -10,9 +10,8 @@ class Settings(BaseModel): provider: Literal["ollama", "openai"] - model: str = ( - "llama3" # TODO: improve this, should be typed per provider, although possible models can be queried at runtime - ) + # TODO: improve this, should be typed per provider, although possible models can be queried at runtime + model: str = "llama3" DEFAULT_SETTINGS: Settings = Settings(provider="ollama", model="llama3") From 1be6f79c1b426870085e515ab2b10ab82a463c9c Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Tue, 7 May 2024 07:00:24 +0100 Subject: [PATCH 09/36] clean up history.py --- pyproject.toml | 2 +- src/comai/animations.py | 8 -------- src/comai/history.py | 43 ----------------------------------------- 3 files changed, 1 insertion(+), 52 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index be5d8b1..823adbb 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -32,7 +32,7 @@ issues = "https://github.com/ricopinazo/comai/issues" comai = "comai.cli:app" [project.optional-dependencies] -test = ["pytest", "hatchling", "python-dotenv"] +test = ["pytest", "hatchling"] [tool.hatch.version] path = "src/comai/__init__.py" diff --git a/src/comai/animations.py b/src/comai/animations.py index 17baf87..8e1f552 100644 --- a/src/comai/animations.py +++ b/src/comai/animations.py @@ -42,14 +42,6 @@ def query_animation() -> Generator[None, None, None]: t.join() -# def print_answer(command_chunks: Iterator[str]): -# print(f"[{ANSWER_PROMPT_COLOR}]{ANSWER_PROMPT}", end="", flush=True) -# first_chunk = next(command_chunks) -# print(f"[{COMMAND_COLOR}]{first_chunk}", end="", flush=True) -# for chunk in command_chunks: -# print(f"[{COMMAND_COLOR}]{chunk}", end="", flush=True) - - def start_printing_command(): print(f"[{ANSWER_PROMPT_COLOR}]{ANSWER_PROMPT}", end="", flush=True) diff --git a/src/comai/history.py b/src/comai/history.py index 2bbfc8f..ed3b7d6 100644 --- a/src/comai/history.py +++ b/src/comai/history.py @@ -3,8 +3,6 @@ from pathlib import Path from langchain_community.chat_message_histories import SQLChatMessageHistory - -# from langchain.memory import ChatMessageHistory from langchain_core.chat_history import InMemoryChatMessageHistory temp_dir = tempfile.gettempdir() @@ -23,45 +21,4 @@ def load_history(session_id: str) -> SQLChatMessageHistory | InMemoryChatMessage session_id=session_id, connection_string=f"sqlite:///{history_path}" ) else: - # return ChatMessageHistory() return InMemoryChatMessageHistory() - - -# class History: -# def __init__(self, messages: List, filepath: Optional[os.PathLike] = None) -> None: -# self.messages = messages -# self.filepath = filepath - -# @classmethod -# def load_from_file(cls, filepath: os.PathLike) -> History: -# messages = [] -# try: -# with open(filepath, "br") as history_file: -# messages = pickle.load(history_file) -# except Exception: -# pass -# return History(messages, filepath) - -# @classmethod -# def create_local(cls) -> History: -# return History([], None) - -# def append_user_message(self, request: str) -> None: -# user_message = {"role": "user", "content": request} -# self.messages += [user_message] - -# def append_assistant_message(self, command: str) -> None: -# content = f"""COMMAND {command} END""" -# assistant_message = {"role": "user", "content": content} -# self.messages += [assistant_message] - -# def get_messages(self) -> List: -# return self.messages - -# def checkpoint(self) -> None: -# if self.filepath: -# with open(self.filepath, "bw") as history_file: -# pickle.dump(self.messages, history_file) - -# def copy(self) -> History: -# return History(copy(self.messages), self.filepath) From 3f382cb95cbc2dbe078b6e4a82a31994e1f52c10 Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Wed, 8 May 2024 06:57:34 +0100 Subject: [PATCH 10/36] fix bug and improve settings --- README.md | 51 +++++++++++++++++++------------- pyproject.toml | 1 + src/comai/chain.py | 2 +- src/comai/cli.py | 68 +++++++++++++++++++++++++++++++++++++++---- src/comai/menu.py | 10 +++++-- src/comai/settings.py | 9 +++++- 6 files changed, 111 insertions(+), 30 deletions(-) diff --git a/README.md b/README.md index 973b7b9..25da813 100644 --- a/README.md +++ b/README.md @@ -1,16 +1,17 @@
comai - - **The AI powered terminal assistant** - - [![Tests](https://github.com/ricopinazo/comai/actions/workflows/tests.yml/badge.svg)](https://github.com/ricopinazo/comai/actions/workflows/tests.yml) - [![Latest release](https://img.shields.io/github/v/release/ricopinazo/comai?color=brightgreen&include_prereleases)](https://github.com/ricopinazo/comai/releases) - [![PyPI](https://img.shields.io/pypi/v/comai)](https://pypi.org/project/comai/) - [![Issues](https://img.shields.io/github/issues/ricopinazo/comai?color=brightgreen)](https://github.com/ricopinazo/comai/issues) - [![PyPI - Downloads](https://img.shields.io/pypi/dm/comai)](https://pypi.org/project/comai/) - [![License GPLv3](https://img.shields.io/badge/license-GPLv3-blue.svg)](./LICENSE) - [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) - [![Checked with mypy](http://www.mypy-lang.org/static/mypy_badge.svg)](http://mypy-lang.org/) + +**The AI powered terminal assistant** + +[![Tests](https://github.com/ricopinazo/comai/actions/workflows/tests.yml/badge.svg)](https://github.com/ricopinazo/comai/actions/workflows/tests.yml) +[![Latest release](https://img.shields.io/github/v/release/ricopinazo/comai?color=brightgreen&include_prereleases)](https://github.com/ricopinazo/comai/releases) +[![PyPI](https://img.shields.io/pypi/v/comai)](https://pypi.org/project/comai/) +[![Issues](https://img.shields.io/github/issues/ricopinazo/comai?color=brightgreen)](https://github.com/ricopinazo/comai/issues) +[![PyPI - Downloads](https://img.shields.io/pypi/dm/comai)](https://pypi.org/project/comai/) +[![License GPLv3](https://img.shields.io/badge/license-GPLv3-blue.svg)](./LICENSE) +[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) +[![Checked with mypy](http://www.mypy-lang.org/static/mypy_badge.svg)](http://mypy-lang.org/) +
## What is comai? 🎯 @@ -35,9 +36,22 @@ However, if you usually work with python environments, it is recommended to use pipx install comai ``` -The first time you run it, it'll ask you for an OpenAI API key. You can create a developer account [here](https://platform.openai.com/overview). Once in your account, go to `API Keys` section and `Create new secret key`. We recommend setting a usage limit under `Billing`/`Usage limits`. +By default, `comai` is setup to use ollama under the hood, which allows you to host any popular open source LLM locally. If you are happy with this, make sure to install and have ollama running. You can find the install instructions [here](https://ollama.com/download) + +Once it is installed, make sure to download the `llama3` model, since comai has been optimised for it + +```shell +ollama pull llama3 +``` + +Otherwise, you can set up any other model available in the ollama service via: + +```shell +comai --config +``` > **_NOTE:_** `comai` uses the environment variable `TERM_SESSION_ID` to maintain context between calls so you don't need to repeat yourself giving instructions to it. You can check if it is available in your default terminal checking the output of `echo $TERM_SESSION_ID`, which should return some type of UUID. If the output is empty, you can simply add the following to your `.zshrc`/`.bashrc` file: +> > ```shell > export TERM_SESSION_ID=$(uuidgen) > ``` @@ -49,6 +63,7 @@ Using `comai` is straightforward. Simply invoke the `comai` command followed by Let's dive into some exciting examples of how you can harness the power of `comai`: 1. Manage your system like a pro: + ```shell $ comai print my private ip address ❯ ifconfig | grep "inet " | grep -v 127.0.0.1 | awk '{print $2}' @@ -60,6 +75,7 @@ $ comai and my public one ``` 2. Master the intricacies of `git`: + ```shell $ comai squash the last 3 commits into a single commit ❯ git rebase -i HEAD~3 @@ -72,12 +88,14 @@ $ comai show me all the branches having commit c4c0d2d in common ``` 3. Check the weather forecast for your location: + ```shell $ comai show me the weather forecast ❯ curl wttr.in ``` 4. Find the annoying process using the port 8080: + ```shell $ comai show me the process using the port 8080 ❯ lsof -i :8080 @@ -93,6 +111,7 @@ $ comai kill it ``` 5. Swiftly get rid of all your docker containers: + ```shell $ comai stop and remove all running docker containers ❯ docker stop $(docker ps -aq) && docker rm $(docker ps -aq) @@ -108,7 +127,6 @@ If you're interested in joining the development of new features for `comai`, her 2. Install the package in editable mode by running `pip install -e .`. 3. Run the tests using `pytest`. Make sure you have the `OPENAI_API_KEY` environment variable set up with your OpenAI API key. Alternatively, you can create a file named `.env` and define the variable there. - This project utilizes black for code formatting. To ensure your changes adhere to this format, simply follow these steps: ```shell @@ -116,13 +134,6 @@ pip install black black . ``` -For users of VS Code, you can configure the following options after installing `black`: - -```json -"editor.formatOnSave": true, -"python.formatting.provider": "black" -``` - ## License 📜 Comai is licensed under the GPLv3. You can find the full text of the license in the [LICENSE](./LICENSE) file. diff --git a/pyproject.toml b/pyproject.toml index 823adbb..63f43a5 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -21,6 +21,7 @@ dependencies = [ "typer[all]==0.9.0", "langchain==0.1.17", "langchain-openai==0.1.6", + "ollama==0.1.9", ] [project.urls] diff --git a/src/comai/chain.py b/src/comai/chain.py index 5c6b557..baeda70 100644 --- a/src/comai/chain.py +++ b/src/comai/chain.py @@ -126,7 +126,7 @@ def query_command( query: str, settings: Settings, context: Context ) -> Iterator[StreamStart | Token | FinalCommand]: stream = create_chain_stream(settings, context) - output = stream({"question": "print your name"}) + output = stream({"question": query}) started = False buffer = "" diff --git a/src/comai/cli.py b/src/comai/cli.py index 589bb78..34f6dd5 100755 --- a/src/comai/cli.py +++ b/src/comai/cli.py @@ -1,12 +1,16 @@ import os +import sys import typer +import click import itertools from typing import List, Optional, Iterator from typing_extensions import Annotated +from langchain_community.llms.ollama import OllamaEndpointNotFoundError from comai import __version__ from comai.chain import StreamStart, Token, FinalCommand, query_command -from comai.settings import load_settings +from comai.ollama import get_ollama_model_names +from comai.settings import load_settings, write_settings, Settings from comai.context import get_context from comai.menu import get_option_from_menu, MenuOption from comai.animations import ( @@ -26,15 +30,56 @@ def version_callback(value: bool): raise typer.Exit() -def main_normal_flow(instructions: List[str]): +def show_settings_callback(value: bool): + if value: + settings = load_settings() + print("Current settings:") + print(settings.model_dump_json(indent=2)) + raise typer.Exit() + + +def settings_callback(value: bool): + if value: + settings = load_settings() + ollama_models = get_ollama_model_names() + if settings.model in ollama_models: + default_model = settings.model + elif "llama3" in ollama_models: + default_model = "llama3" + elif len(ollama_models) > 0: + default_model = ollama_models[0] + else: + default_model = "llama3" + model = click.prompt( + "Ollama model", + type=click.Choice(ollama_models), + default=default_model, + show_default=True, + show_choices=True, + ) + verbose = click.prompt( + "Verbose mode", + type=click.BOOL, + default="yes" if settings.verbose else "no", + show_default=True, + show_choices=True, + ) + settings.provider = "ollama" + settings.model = model + settings.verbose = verbose + write_settings(settings) + raise typer.Exit() + + +def main_normal_flow(instructions: List[str], settings: Settings): final_command: str | None = None input_text = " ".join(instructions) hide_cursor() - settings = load_settings() context = get_context() output = query_command(input_text, settings, context) + with query_animation(): stream_start = next(output) assert type(stream_start) == StreamStart @@ -50,7 +95,7 @@ def main_normal_flow(instructions: List[str]): if final_command is None: raise Exception("failed to fetch command") - match get_option_from_menu(): + match get_option_from_menu(settings): case MenuOption.run: os.system(final_command) case MenuOption.cancel: @@ -63,9 +108,22 @@ def main( version: Annotated[ Optional[bool], typer.Option("--version", callback=version_callback) ] = None, + config: Annotated[ + Optional[bool], typer.Option("--config", callback=settings_callback) + ] = None, + show_config: Annotated[ + Optional[bool], typer.Option("--show-config", callback=show_settings_callback) + ] = None, ): + settings = load_settings() + try: - main_normal_flow(instructions) + main_normal_flow(instructions, settings) + except OllamaEndpointNotFoundError as e: + sys.stderr.write( + f"Model '{settings.model}' not found in the ollama service. Please download it with 'ollama pull {settings.model}' or select a different model with 'comai --config'" + ) + typer.Exit(1) except Exception as e: raise e finally: diff --git a/src/comai/menu.py b/src/comai/menu.py index 32d8b99..52016b3 100644 --- a/src/comai/menu.py +++ b/src/comai/menu.py @@ -1,9 +1,12 @@ import click from enum import Enum -from .animations import show_cursor + from rich import print from rich.markup import escape +from comai.settings import Settings +from comai.animations import show_cursor + class MenuOption(str, Enum): run = "r" @@ -14,8 +17,9 @@ class MenuOption(str, Enum): MENU_PROMPT = f"[bright_black] ➜ [underline bold]r[/underline bold]un | [underline bold]c[/underline bold]ancel {DEFAULT_OPTION}:[/bright_black]" -def get_option_from_menu() -> MenuOption: - print(MENU_PROMPT, end="", flush=True) +def get_option_from_menu(settings: Settings) -> MenuOption: + if settings.verbose: + print(MENU_PROMPT, end="", flush=True) show_cursor() option = click.prompt( "", diff --git a/src/comai/settings.py b/src/comai/settings.py index fe02414..a3d3884 100644 --- a/src/comai/settings.py +++ b/src/comai/settings.py @@ -12,9 +12,10 @@ class Settings(BaseModel): provider: Literal["ollama", "openai"] # TODO: improve this, should be typed per provider, although possible models can be queried at runtime model: str = "llama3" + verbose: bool = True -DEFAULT_SETTINGS: Settings = Settings(provider="ollama", model="llama3") +DEFAULT_SETTINGS: Settings = Settings(provider="ollama") def load_settings() -> Settings: @@ -23,3 +24,9 @@ def load_settings() -> Settings: except: # TODO: if there is indeed a file but the file is incorrect, we should complain instead of returning the default return DEFAULT_SETTINGS + + +def write_settings(settings: Settings): + json = settings.model_dump_json(indent=2) + with open(settings_path, "w") as file: + file.write(json + "\n") From 6e9ae2bf7a98bf5acc3fee6e5a23d734afd5864c Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Wed, 8 May 2024 07:02:10 +0100 Subject: [PATCH 11/36] add missing file ollama.py --- src/comai/ollama.py | 8 ++++++++ 1 file changed, 8 insertions(+) create mode 100644 src/comai/ollama.py diff --git a/src/comai/ollama.py b/src/comai/ollama.py new file mode 100644 index 0000000..8a1d99a --- /dev/null +++ b/src/comai/ollama.py @@ -0,0 +1,8 @@ +import ollama + + +def get_ollama_model_names() -> list[str]: + models = ollama.list()["models"] + model_names = [model["name"] for model in models] + cleaned_model_names = [name.replace(":latest", "") for name in model_names] + return cleaned_model_names From 16279d91fb8107bb420dc255783f769076d3653d Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Wed, 8 May 2024 22:18:20 +0100 Subject: [PATCH 12/36] Update README.md --- README.md | 10 ++-------- 1 file changed, 2 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index 25da813..271e3d0 100644 --- a/README.md +++ b/README.md @@ -24,19 +24,13 @@ ## Installation 🚀 -Getting `comai` up and running is a breeze. You can simply use [`pip`](https://pip.pypa.io/en/stable/) to install the latest version: - -```shell -pip install comai -``` - -However, if you usually work with python environments, it is recommended to use [`pipx`](https://pypa.github.io/pipx/) instead: +Getting `comai` up and running is a breeze. You just need to install the python package. We recommend using [`pipx`](https://pypa.github.io/pipx/): ```shell pipx install comai ``` -By default, `comai` is setup to use ollama under the hood, which allows you to host any popular open source LLM locally. If you are happy with this, make sure to install and have ollama running. You can find the install instructions [here](https://ollama.com/download) +By default, `comai` is setup to use ollama under the hood, which allows you to host any popular open source LLM locally. If you are happy with this, make sure to install and have ollama running. You can find the install instructions [here](https://ollama.com/download). Once it is installed, make sure to download the `llama3` model, since comai has been optimised for it From 52633553c54ac883d43abdee8799d557e5f5fd53 Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Wed, 8 May 2024 22:20:31 +0100 Subject: [PATCH 13/36] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 271e3d0..cc03815 100644 --- a/README.md +++ b/README.md @@ -30,7 +30,7 @@ Getting `comai` up and running is a breeze. You just need to install the python pipx install comai ``` -By default, `comai` is setup to use ollama under the hood, which allows you to host any popular open source LLM locally. If you are happy with this, make sure to install and have ollama running. You can find the install instructions [here](https://ollama.com/download). +By default, `comai` is setup to use [ollama](https://ollama.com) under the hood, which allows you to host any popular open source LLM locally. If you are happy with this, make sure to install and have ollama running. You can find the install instructions [here](https://ollama.com/download). Once it is installed, make sure to download the `llama3` model, since comai has been optimised for it From 5c1a060b749ffff5382c239a0796bb852d9779d6 Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Wed, 8 May 2024 23:24:08 +0100 Subject: [PATCH 14/36] Update README.md --- README.md | 24 ++++++++---------------- 1 file changed, 8 insertions(+), 16 deletions(-) diff --git a/README.md b/README.md index cc03815..0d8b91f 100644 --- a/README.md +++ b/README.md @@ -16,7 +16,7 @@ ## What is comai? 🎯 -`comai` is an open source terminal assistant powered by OpenAI API that enables you to interact with your command line interface using natural language instructions. It simplifies your workflow by converting natural language queries into executable commands. No more memorizing complex syntax. Just chat with `comai` using plain English! +`comai` is an open source CLI utility that translates natural language instructions into executable commands.
demo @@ -24,7 +24,7 @@ ## Installation 🚀 -Getting `comai` up and running is a breeze. You just need to install the python package. We recommend using [`pipx`](https://pypa.github.io/pipx/): +`comai` is available python package. We recommend using [`pipx`](https://pypa.github.io/pipx/): ```shell pipx install comai @@ -32,7 +32,7 @@ pipx install comai By default, `comai` is setup to use [ollama](https://ollama.com) under the hood, which allows you to host any popular open source LLM locally. If you are happy with this, make sure to install and have ollama running. You can find the install instructions [here](https://ollama.com/download). -Once it is installed, make sure to download the `llama3` model, since comai has been optimised for it +Once installed, make sure to download the `llama3` model, since comai has been optimised for it ```shell ollama pull llama3 @@ -56,7 +56,7 @@ Using `comai` is straightforward. Simply invoke the `comai` command followed by Let's dive into some exciting examples of how you can harness the power of `comai`: -1. Manage your system like a pro: +1. Access network details: ```shell $ comai print my private ip address @@ -68,7 +68,7 @@ $ comai and my public one 92.234.58.146 ``` -2. Master the intricacies of `git`: +2. Manage `git` like a pro: ```shell $ comai squash the last 3 commits into a single commit @@ -104,29 +104,21 @@ $ comai kill it ❯ kill $(lsof -t -i :8080) ``` -5. Swiftly get rid of all your docker containers: +5. Get rid of all your docker containers: ```shell $ comai stop and remove all running docker containers ❯ docker stop $(docker ps -aq) && docker rm $(docker ps -aq) ``` -These are just a few examples of how `comai` can help you harness the power of the command line and provide you with useful and entertaining commands. Feel free to explore and experiment with the commands generated by `comai` to discover more exciting possibilities! - ## Contributions welcome! 🤝 If you're interested in joining the development of new features for `comai`, here's all you need to get started: 1. Clone the [repository](https://github.com/ricopinazo/comai) and navigate to the root folder. 2. Install the package in editable mode by running `pip install -e .`. -3. Run the tests using `pytest`. Make sure you have the `OPENAI_API_KEY` environment variable set up with your OpenAI API key. Alternatively, you can create a file named `.env` and define the variable there. - -This project utilizes black for code formatting. To ensure your changes adhere to this format, simply follow these steps: - -```shell -pip install black -black . -``` +3. Run the tests using `pytest`. +4. Format your code using [black](https://github.com/psf/black) before submitting any change. ## License 📜 From fe0ae019f8d8d5a3d7e420ea538e7542b266be9e Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Wed, 8 May 2024 23:24:42 +0100 Subject: [PATCH 15/36] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 0d8b91f..036f330 100644 --- a/README.md +++ b/README.md @@ -24,7 +24,7 @@ ## Installation 🚀 -`comai` is available python package. We recommend using [`pipx`](https://pypa.github.io/pipx/): +`comai` is available as a python package. We recommend using [`pipx`](https://pypa.github.io/pipx/): ```shell pipx install comai From ec1bd298c9aa6a367d3c27c95bce8ea31beaceb2 Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Thu, 9 May 2024 06:58:37 +0100 Subject: [PATCH 16/36] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 036f330..d784823 100644 --- a/README.md +++ b/README.md @@ -24,7 +24,7 @@ ## Installation 🚀 -`comai` is available as a python package. We recommend using [`pipx`](https://pypa.github.io/pipx/): +`comai` is available as a python package. We recommend using [`pipx`](https://pypa.github.io/pipx/) to install it: ```shell pipx install comai From a6f7a230ec994dbc3adefe5fa386eecd0893cccf Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Thu, 9 May 2024 22:59:18 +0100 Subject: [PATCH 17/36] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d784823..652fc68 100644 --- a/README.md +++ b/README.md @@ -50,7 +50,7 @@ comai --config > export TERM_SESSION_ID=$(uuidgen) > ``` -## Usage Examples 🎉 +## Usage examples 🎉 Using `comai` is straightforward. Simply invoke the `comai` command followed by your natural language instruction. `comai` will provide you with the corresponding executable command, which you can execute by pressing Enter or ignore by pressing any other key. From 07c6f40b9bf03828a40a97cd3482f9ca09770d92 Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Thu, 9 May 2024 23:23:39 +0100 Subject: [PATCH 18/36] Update README.md --- README.md | 19 ++++--------------- 1 file changed, 4 insertions(+), 15 deletions(-) diff --git a/README.md b/README.md index 652fc68..aa01a9f 100644 --- a/README.md +++ b/README.md @@ -75,19 +75,12 @@ $ comai squash the last 3 commits into a single commit ❯ git rebase -i HEAD~3 $ comai show me all the branches having commit c4c0d2d in common -❯ git branch --contains c4c0d2d - chat-api - configparser +❯ git branch -a --contains c4c0d2d + fix/terrible-bug + awesome-feature * main ``` -3. Check the weather forecast for your location: - -```shell -$ comai show me the weather forecast -❯ curl wttr.in -``` - 4. Find the annoying process using the port 8080: ```shell @@ -96,12 +89,8 @@ $ comai show me the process using the port 8080 COMMAND PID USER FD TYPE DEVICE SIZE/OFF NODE NAME node 36350 pedrorico 18u IPv4 0xe0d28ea918e376b 0t0 TCP *:http-alt (LISTEN) -$ comai show me only the PID -❯ lsof -t -i :8080 -36350 - $ comai kill it -❯ kill $(lsof -t -i :8080) +❯ kill `lsof -i :8080 | awk '{print $2}'` ``` 5. Get rid of all your docker containers: From 0d475a3d4f7c0800bc8578879b147c1b485f782e Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Fri, 10 May 2024 06:45:49 +0100 Subject: [PATCH 19/36] Update README.md --- README.md | 18 ++++++------------ 1 file changed, 6 insertions(+), 12 deletions(-) diff --git a/README.md b/README.md index aa01a9f..bff3c64 100644 --- a/README.md +++ b/README.md @@ -57,28 +57,22 @@ Using `comai` is straightforward. Simply invoke the `comai` command followed by Let's dive into some exciting examples of how you can harness the power of `comai`: 1. Access network details: - -```shell -$ comai print my private ip address -❯ ifconfig | grep "inet " | grep -v 127.0.0.1 | awk '{print $2}' -192.168.0.2 - -$ comai and my public one -❯ curl ifconfig.me +$ comai print my public ip address +❯ curl -s4 ifconfig.co 92.234.58.146 ``` 2. Manage `git` like a pro: ```shell -$ comai squash the last 3 commits into a single commit -❯ git rebase -i HEAD~3 +$ comai rename the current branch to awesome-branch +❯ git branch -m $(git rev-parse --abbrev-ref HEAD) awesome-feature $ comai show me all the branches having commit c4c0d2d in common ❯ git branch -a --contains c4c0d2d + main fix/terrible-bug - awesome-feature -* main +* awesome-feature ``` 4. Find the annoying process using the port 8080: From 38043bea0d280f0dd49777f16b5c9ece5d2a4d1e Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Mon, 20 May 2024 21:32:48 +0100 Subject: [PATCH 20/36] improve output format --- pyproject.toml | 3 +- src/comai/animations.py | 22 ++++++++++ src/comai/cli.py | 94 ++++++++++++++++++++++++++--------------- src/comai/prompt.py | 46 ++++++++++++++++++++ src/comai/settings.py | 18 +++++--- 5 files changed, 144 insertions(+), 39 deletions(-) create mode 100644 src/comai/prompt.py diff --git a/pyproject.toml b/pyproject.toml index 63f43a5..05515eb 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -18,7 +18,8 @@ classifiers = [ "Operating System :: Unix", ] dependencies = [ - "typer[all]==0.9.0", + "typer-slim==0.12.3", + "rich==13.7.1", "langchain==0.1.17", "langchain-openai==0.1.6", "ollama==0.1.9", diff --git a/src/comai/animations.py b/src/comai/animations.py index 8e1f552..0b18047 100644 --- a/src/comai/animations.py +++ b/src/comai/animations.py @@ -3,6 +3,10 @@ from contextlib import contextmanager from typing import Generator, Iterator from rich import print +from prompt_toolkit import prompt +from prompt_toolkit.styles import Style + +from comai.prompt import prompt_str LEFT = "\033[D" CLEAR_LINE = "\033[K" @@ -50,6 +54,24 @@ def print_command_token(chunk: str): print(f"[{COMMAND_COLOR}]{chunk}", end="", flush=True) +def print_command_prompt(command: str): + # print(CLEAR_LINE, end="", flush=True) + sys.stdout.write(f"\r{CLEAR_LINE}") + style = Style.from_dict( + { + # User input (default text) + "": "ansicyan", + "mark": "ansimagenta", + # "question": "ansiwhite", + } + ) + message = [ + ("class:mark", ANSWER_PROMPT), + ] + # return "ls" + return prompt(message, default="%s" % command, style=style) + + def hide_cursor() -> None: if stdout_is_tty: sys.stdout.write("\033[?25l") diff --git a/src/comai/cli.py b/src/comai/cli.py index 34f6dd5..a494a18 100755 --- a/src/comai/cli.py +++ b/src/comai/cli.py @@ -6,11 +6,19 @@ from typing import List, Optional, Iterator from typing_extensions import Annotated from langchain_community.llms.ollama import OllamaEndpointNotFoundError +from urllib3.exceptions import NewConnectionError +from requests.exceptions import ConnectionError from comai import __version__ from comai.chain import StreamStart, Token, FinalCommand, query_command from comai.ollama import get_ollama_model_names -from comai.settings import load_settings, write_settings, Settings +from comai.prompt import prompt_bool, prompt_options +from comai.settings import ( + InvalidSettingsFileException, + load_settings, + write_settings, + Settings, +) from comai.context import get_context from comai.menu import get_option_from_menu, MenuOption from comai.animations import ( @@ -19,9 +27,11 @@ show_cursor, hide_cursor, start_printing_command, + print_command_prompt, ) -app = typer.Typer() +typer.core.rich = None # this is to avoid using right for the help panel +app = typer.Typer(pretty_exceptions_enable=False, add_completion=False) def version_callback(value: bool): @@ -50,23 +60,11 @@ def settings_callback(value: bool): default_model = ollama_models[0] else: default_model = "llama3" - model = click.prompt( - "Ollama model", - type=click.Choice(ollama_models), - default=default_model, - show_default=True, - show_choices=True, - ) - verbose = click.prompt( - "Verbose mode", - type=click.BOOL, - default="yes" if settings.verbose else "no", - show_default=True, - show_choices=True, + model = prompt_options( + "Which model do you want to use?", ollama_models, default_model ) settings.provider = "ollama" settings.model = model - settings.verbose = verbose write_settings(settings) raise typer.Exit() @@ -95,35 +93,65 @@ def main_normal_flow(instructions: List[str], settings: Settings): if final_command is None: raise Exception("failed to fetch command") - match get_option_from_menu(settings): - case MenuOption.run: - os.system(final_command) - case MenuOption.cancel: - pass + user_command = print_command_prompt(final_command) + os.system(user_command) + # match get_option_from_menu(settings): + # case MenuOption.run: + # os.system(final_command) + # case MenuOption.cancel: + # pass -@app.command() + +@app.command(help="Translates natural language instructions into commands") def main( instructions: List[str], - version: Annotated[ - Optional[bool], typer.Option("--version", callback=version_callback) - ] = None, config: Annotated[ - Optional[bool], typer.Option("--config", callback=settings_callback) + Optional[bool], + typer.Option( + "--config", + callback=settings_callback, + help="Starts an interactive menu to select your configuration", # assisted isntead? + ), ] = None, show_config: Annotated[ - Optional[bool], typer.Option("--show-config", callback=show_settings_callback) + Optional[bool], + typer.Option( + "--show-config", + callback=show_settings_callback, + help="Show the current configuration", + ), + ] = None, + version: Annotated[ + Optional[bool], + typer.Option( + "--version", callback=version_callback, help="Show the current version" + ), ] = None, ): - settings = load_settings() + + try: + settings = load_settings() + except InvalidSettingsFileException as e: + message = f"Your settings file at {e.settings_path} is incorrect. Please fix it or start from scratch with comai --config" + sys.stderr.write(message + "\n") + exit(1) + except Exception as e: + raise e try: main_normal_flow(instructions, settings) - except OllamaEndpointNotFoundError as e: - sys.stderr.write( - f"Model '{settings.model}' not found in the ollama service. Please download it with 'ollama pull {settings.model}' or select a different model with 'comai --config'" - ) - typer.Exit(1) + except OllamaEndpointNotFoundError: + message = f"Model '{settings.model}' not found in the ollama service. Please download it with 'ollama pull {settings.model}' or select a different model with 'comai --config'" + sys.stderr.write(message + "\n") + typer.Exit(2) + except ConnectionError as e: + if settings.provider == "ollama": + message = f"Ollama service is not running. Please install it and run it (https://ollama.com/download) or select a different provider with 'comai --config'" + sys.stderr.write(message + "\n") + typer.Exit(3) + else: + raise e except Exception as e: raise e finally: diff --git a/src/comai/prompt.py b/src/comai/prompt.py new file mode 100644 index 0000000..d1a051a --- /dev/null +++ b/src/comai/prompt.py @@ -0,0 +1,46 @@ +from typing import Literal +from simple_term_menu import TerminalMenu +from rich import print +from prompt_toolkit import prompt +from prompt_toolkit.styles import Style + + +def prompt_str(question: str, default: str) -> str: + style = Style.from_dict( + { + # User input (default text) + "": "ansicyan", + "mark": "ansicyan", + "question": "ansiwhite", + } + ) + message = [ + ("class:mark", "? "), + ("class:question", f"{question.strip()} "), + ] + return prompt(message, default="%s" % default, style=style) + + +def prompt_options(question: str, options: list[str], default: str) -> str: + terminal_menu = TerminalMenu( + options, + title=f"? {question}", + menu_cursor="• ", + menu_cursor_style=("bg_black", "fg_green"), + menu_highlight_style=("bg_black", "fg_green"), + ) + index = terminal_menu.show() + answer = options[index] + print(f"[cyan]?[/cyan] {question} [cyan]{answer}[/cyan]") + return answer + + +def prompt_bool(question: str, default: bool) -> bool: + default_option = "Yes" if default == True else "No" + answer = prompt_options(question, ["Yes", "No"], default_option) + if answer == "Yes": + return True + elif answer == "No": + return False + else: + raise Exception(f"unexpected input {answer}") diff --git a/src/comai/settings.py b/src/comai/settings.py index a3d3884..e5bc93b 100644 --- a/src/comai/settings.py +++ b/src/comai/settings.py @@ -1,4 +1,5 @@ import os +import sys from typing import Literal import typer from pydantic import BaseModel @@ -10,20 +11,27 @@ class Settings(BaseModel): provider: Literal["ollama", "openai"] - # TODO: improve this, should be typed per provider, although possible models can be queried at runtime model: str = "llama3" - verbose: bool = True DEFAULT_SETTINGS: Settings = Settings(provider="ollama") +class InvalidSettingsFileException(BaseException): + def __init__(self, settings_path: str): + self.settings_path = settings_path + super().__init__() + + def load_settings() -> Settings: try: - return Settings.parse_file(settings_path) - except: - # TODO: if there is indeed a file but the file is incorrect, we should complain instead of returning the default + with open(settings_path, "r") as file: + content = file.read() + return Settings.model_validate_json(content) + except FileNotFoundError: return DEFAULT_SETTINGS + except Exception: + raise InvalidSettingsFileException(settings_path=settings_path) def write_settings(settings: Settings): From 99ad1490cbe3f5c53c2359cc10c3fa266431c98b Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Mon, 20 May 2024 22:24:54 +0100 Subject: [PATCH 21/36] add openai support --- src/comai/chain.py | 10 +++++++++- src/comai/cli.py | 34 ++++++++++++++++++++++++---------- src/comai/openai.py | 12 ++++++++++++ 3 files changed, 45 insertions(+), 11 deletions(-) create mode 100644 src/comai/openai.py diff --git a/src/comai/chain.py b/src/comai/chain.py index baeda70..1f64c4f 100644 --- a/src/comai/chain.py +++ b/src/comai/chain.py @@ -1,6 +1,7 @@ import itertools import logging import re +import os import textwrap import uuid from dataclasses import dataclass @@ -19,6 +20,7 @@ ) from langchain_core.runnables.utils import ConfigurableFieldSpec from langchain_core.tools import tool +from langchain_openai import ChatOpenAI from comai.context import Context from comai.history import load_history @@ -87,7 +89,13 @@ def attatch_history( def create_chain_stream(settings: Settings, context: Context): prompt = create_prompt(context) - model = ChatOllama(model=settings.model, temperature=0) + if settings.provider == "ollama": + model = ChatOllama(model=settings.model, temperature=0) + elif settings.provider == "openai": + default_key = os.environ.get("OPENAI_API_KEY") + comai_key = os.environ.get("COMAI_OPENAI_API_KEY") + api_key = comai_key if comai_key is not None else default_key + model = ChatOpenAI(model=settings.model, temperature=0, api_key=api_key) base_chain = prompt | model if context.session_id is not None: diff --git a/src/comai/cli.py b/src/comai/cli.py index a494a18..8415c70 100755 --- a/src/comai/cli.py +++ b/src/comai/cli.py @@ -12,6 +12,7 @@ from comai import __version__ from comai.chain import StreamStart, Token, FinalCommand, query_command from comai.ollama import get_ollama_model_names +from comai.openai import get_openai_model_names from comai.prompt import prompt_bool, prompt_options from comai.settings import ( InvalidSettingsFileException, @@ -51,19 +52,32 @@ def show_settings_callback(value: bool): def settings_callback(value: bool): if value: settings = load_settings() - ollama_models = get_ollama_model_names() - if settings.model in ollama_models: + + provider = prompt_options( + "Which provider do you want to use?", + ["ollama", "openai"], + settings.provider, + ) + if provider == "ollama": + models = get_ollama_model_names() + elif provider == "openai": + models = get_openai_model_names() + else: + raise Exception(f"Got unknown provider option: {provider}") + + if settings.model in models: default_model = settings.model - elif "llama3" in ollama_models: + elif "llama3" in models: default_model = "llama3" - elif len(ollama_models) > 0: - default_model = ollama_models[0] + elif "gpt-3.5-turbo" in models: + default_model = "gpt-3.5-turbo" + elif len(models) > 0: + default_model = models[0] else: - default_model = "llama3" - model = prompt_options( - "Which model do you want to use?", ollama_models, default_model - ) - settings.provider = "ollama" + raise Exception("No models available for the selected provider") + model = prompt_options("Which model do you want to use?", models, default_model) + + settings.provider = provider settings.model = model write_settings(settings) raise typer.Exit() diff --git a/src/comai/openai.py b/src/comai/openai.py new file mode 100644 index 0000000..64e053d --- /dev/null +++ b/src/comai/openai.py @@ -0,0 +1,12 @@ +from openai import OpenAI +import os + + +def get_openai_model_names() -> list[str]: + # FIXME: this piece of code is duplicated + default_key = os.environ.get("OPENAI_API_KEY") + comai_key = os.environ.get("COMAI_OPENAI_API_KEY") + api_key = comai_key if comai_key is not None else default_key + + client = OpenAI(api_key=api_key) + return [model.id for model in client.models.list() if model.id.startswith("gpt-")] From 7b4b1839d33e6f7d52da8c702b7d4418201cd0c0 Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Mon, 20 May 2024 22:49:58 +0100 Subject: [PATCH 22/36] fix type error --- src/comai/cli.py | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/src/comai/cli.py b/src/comai/cli.py index 8415c70..5ec73e2 100755 --- a/src/comai/cli.py +++ b/src/comai/cli.py @@ -3,7 +3,7 @@ import typer import click import itertools -from typing import List, Optional, Iterator +from typing import List, Optional, Iterator, Literal from typing_extensions import Annotated from langchain_community.llms.ollama import OllamaEndpointNotFoundError from urllib3.exceptions import NewConnectionError @@ -76,10 +76,8 @@ def settings_callback(value: bool): else: raise Exception("No models available for the selected provider") model = prompt_options("Which model do you want to use?", models, default_model) - - settings.provider = provider - settings.model = model - write_settings(settings) + updated_settings = Settings.parse_obj({"provider": provider, "model": model}) + write_settings(updated_settings) raise typer.Exit() From caa857704eb3c5a3d1ffe01b8cb220dd8aae4552 Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Mon, 20 May 2024 22:56:56 +0100 Subject: [PATCH 23/36] install types-requests --- pyproject.toml | 1 + 1 file changed, 1 insertion(+) diff --git a/pyproject.toml b/pyproject.toml index 05515eb..632850a 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -23,6 +23,7 @@ dependencies = [ "langchain==0.1.17", "langchain-openai==0.1.6", "ollama==0.1.9", + "types-requests==2.31.0.20240406", ] [project.urls] From 64b69a22799ca53d4a7f6096a9f6b6d8f2fa33fd Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Tue, 21 May 2024 07:19:38 +0100 Subject: [PATCH 24/36] fix type errors --- pyproject.toml | 9 +++++++-- src/comai/animations.py | 3 +-- src/comai/chain.py | 19 ++++++++++++++++--- src/comai/cli.py | 5 +++-- src/comai/menu.py | 32 -------------------------------- src/comai/prompt.py | 2 +- 6 files changed, 28 insertions(+), 42 deletions(-) delete mode 100644 src/comai/menu.py diff --git a/pyproject.toml b/pyproject.toml index 632850a..945f1ac 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -23,7 +23,6 @@ dependencies = [ "langchain==0.1.17", "langchain-openai==0.1.6", "ollama==0.1.9", - "types-requests==2.31.0.20240406", ] [project.urls] @@ -35,7 +34,13 @@ issues = "https://github.com/ricopinazo/comai/issues" comai = "comai.cli:app" [project.optional-dependencies] -test = ["pytest", "hatchling"] +test = [ + "pytest", + "hatchling", + "types-requests==2.31.0.20240406", + "mypy==1.9.0", + "black==24.4.0", +] [tool.hatch.version] path = "src/comai/__init__.py" diff --git a/src/comai/animations.py b/src/comai/animations.py index 0b18047..f7773a5 100644 --- a/src/comai/animations.py +++ b/src/comai/animations.py @@ -68,8 +68,7 @@ def print_command_prompt(command: str): message = [ ("class:mark", ANSWER_PROMPT), ] - # return "ls" - return prompt(message, default="%s" % command, style=style) + return prompt(message, default="%s" % command, style=style) # type: ignore def hide_cursor() -> None: diff --git a/src/comai/chain.py b/src/comai/chain.py index 1f64c4f..43b59bd 100644 --- a/src/comai/chain.py +++ b/src/comai/chain.py @@ -6,6 +6,7 @@ import uuid from dataclasses import dataclass from typing import Iterable, Iterator, List +from pydantic import BaseModel, SecretStr from langchain.globals import set_debug, set_verbose from langchain_community.chat_message_histories import SQLChatMessageHistory @@ -87,15 +88,27 @@ def attatch_history( ) +class OpenaiSecrets(BaseModel): + default_key: SecretStr | None + comai_key: SecretStr | None + + +def extract_secret(key: str | None): + if key is None: + return None + else: + return SecretStr(key) + + def create_chain_stream(settings: Settings, context: Context): prompt = create_prompt(context) if settings.provider == "ollama": model = ChatOllama(model=settings.model, temperature=0) elif settings.provider == "openai": - default_key = os.environ.get("OPENAI_API_KEY") - comai_key = os.environ.get("COMAI_OPENAI_API_KEY") + default_key = extract_secret(os.environ.get("OPENAI_API_KEY")) + comai_key = extract_secret(os.environ.get("COMAI_OPENAI_API_KEY")) api_key = comai_key if comai_key is not None else default_key - model = ChatOpenAI(model=settings.model, temperature=0, api_key=api_key) + model = ChatOpenAI(model=settings.model, temperature=0, api_key=api_key) # type: ignore base_chain = prompt | model if context.session_id is not None: diff --git a/src/comai/cli.py b/src/comai/cli.py index 5ec73e2..160dcb6 100755 --- a/src/comai/cli.py +++ b/src/comai/cli.py @@ -21,7 +21,6 @@ Settings, ) from comai.context import get_context -from comai.menu import get_option_from_menu, MenuOption from comai.animations import ( print_command_token, query_animation, @@ -31,7 +30,9 @@ print_command_prompt, ) -typer.core.rich = None # this is to avoid using right for the help panel +# this is to avoid using right for the help panel +typer.core.rich = None # type: ignore + app = typer.Typer(pretty_exceptions_enable=False, add_completion=False) diff --git a/src/comai/menu.py b/src/comai/menu.py deleted file mode 100644 index 52016b3..0000000 --- a/src/comai/menu.py +++ /dev/null @@ -1,32 +0,0 @@ -import click -from enum import Enum - -from rich import print -from rich.markup import escape - -from comai.settings import Settings -from comai.animations import show_cursor - - -class MenuOption(str, Enum): - run = "r" - cancel = "c" - - -DEFAULT_OPTION = escape("[r]") -MENU_PROMPT = f"[bright_black] ➜ [underline bold]r[/underline bold]un | [underline bold]c[/underline bold]ancel {DEFAULT_OPTION}:[/bright_black]" - - -def get_option_from_menu(settings: Settings) -> MenuOption: - if settings.verbose: - print(MENU_PROMPT, end="", flush=True) - show_cursor() - option = click.prompt( - "", - prompt_suffix="", - type=MenuOption, - default=MenuOption.run, - show_default=False, - show_choices=False, - ) - return option diff --git a/src/comai/prompt.py b/src/comai/prompt.py index d1a051a..7d94068 100644 --- a/src/comai/prompt.py +++ b/src/comai/prompt.py @@ -18,7 +18,7 @@ def prompt_str(question: str, default: str) -> str: ("class:mark", "? "), ("class:question", f"{question.strip()} "), ] - return prompt(message, default="%s" % default, style=style) + return prompt(message, default="%s" % default, style=style) # type: ignore def prompt_options(question: str, options: list[str], default: str) -> str: From 2ea2d91b169c00599b008b842a302e5d3bfc6023 Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Tue, 21 May 2024 19:10:50 +0100 Subject: [PATCH 25/36] fix tests --- .github/workflows/release.yml | 18 ++++++++---------- .github/workflows/tests.yml | 23 +++-------------------- .gitignore | 1 + pyproject.toml | 2 +- src/comai/animations.py | 4 ++-- src/comai/prompt.py | 4 ++-- tests/test_comai.py | 6 ++++++ 7 files changed, 23 insertions(+), 35 deletions(-) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index e20f346..e27d6ca 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -1,25 +1,23 @@ name: Release new version -on: +on: workflow_dispatch: inputs: type: - description: 'Release type' + description: "Release type" required: true - default: 'preview' + default: "preview" type: choice options: - - major - - minor - - fix - - preview - - release + - major + - minor + - fix + - preview + - release jobs: test: uses: ./.github/workflows/tests.yml - secrets: - OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} release: needs: test runs-on: ubuntu-latest diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index a19e04c..28c89bb 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -3,9 +3,6 @@ name: tests on: push: workflow_call: - secrets: - OPENAI_API_KEY: - required: true jobs: test: @@ -22,24 +19,10 @@ jobs: with: python-version: "3.x" - name: Install dependencies - run: python -m pip install -e .[test] - - name: Set environment variable using secret - run: echo "OPENAI_API_KEY=${{ secrets.OPENAI_API_KEY }}" >> $GITHUB_ENV - - name: Run test suite - run: pytest -v - code-checks: - runs-on: ubuntu-latest - timeout-minutes: 10 - steps: - - name: Check out repository code - uses: actions/checkout@v3 - - name: Setup Python - uses: actions/setup-python@v4 - with: - python-version: "3.x" - - name: Install black and mypy - run: python -m pip install black=="24.*" mypy=="1.*" + run: python -m pip install -e .[dev] - name: Check style run: black --check --diff . - name: chek types run: mypy . + - name: Run test suite + run: pytest -v diff --git a/.gitignore b/.gitignore index 41872d9..b557946 100644 --- a/.gitignore +++ b/.gitignore @@ -5,3 +5,4 @@ dist .env .DS_Store .ipynb_checkpoints +experiments diff --git a/pyproject.toml b/pyproject.toml index 945f1ac..3871713 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -34,7 +34,7 @@ issues = "https://github.com/ricopinazo/comai/issues" comai = "comai.cli:app" [project.optional-dependencies] -test = [ +dev = [ "pytest", "hatchling", "types-requests==2.31.0.20240406", diff --git a/src/comai/animations.py b/src/comai/animations.py index f7773a5..6a50ca5 100644 --- a/src/comai/animations.py +++ b/src/comai/animations.py @@ -3,7 +3,7 @@ from contextlib import contextmanager from typing import Generator, Iterator from rich import print -from prompt_toolkit import prompt +import prompt_toolkit from prompt_toolkit.styles import Style from comai.prompt import prompt_str @@ -68,7 +68,7 @@ def print_command_prompt(command: str): message = [ ("class:mark", ANSWER_PROMPT), ] - return prompt(message, default="%s" % command, style=style) # type: ignore + return prompt_toolkit.prompt(message, default="%s" % command, style=style) # type: ignore def hide_cursor() -> None: diff --git a/src/comai/prompt.py b/src/comai/prompt.py index 7d94068..6807cf3 100644 --- a/src/comai/prompt.py +++ b/src/comai/prompt.py @@ -1,7 +1,7 @@ from typing import Literal from simple_term_menu import TerminalMenu from rich import print -from prompt_toolkit import prompt +import prompt_toolkit from prompt_toolkit.styles import Style @@ -18,7 +18,7 @@ def prompt_str(question: str, default: str) -> str: ("class:mark", "? "), ("class:question", f"{question.strip()} "), ] - return prompt(message, default="%s" % default, style=style) # type: ignore + return prompt_toolkit.prompt(message, default="%s" % default, style=style) # type: ignore def prompt_options(question: str, options: list[str], default: str) -> str: diff --git a/tests/test_comai.py b/tests/test_comai.py index 5876380..7809081 100644 --- a/tests/test_comai.py +++ b/tests/test_comai.py @@ -1,3 +1,5 @@ +import prompt_toolkit +from typing import Any from typer.testing import CliRunner from langchain_core.messages import AIMessageChunk @@ -13,7 +15,11 @@ def mock_stream(*args, **kwargs): for token in ["COMMAND", " ls", " END"]: yield AIMessageChunk(content=token) + def mock_prompt(message: str, default: str, style: Any = None): + return default + monkeypatch.setattr(ChatOllama, "stream", mock_stream) + monkeypatch.setattr(prompt_toolkit, "prompt", mock_prompt) result = runner.invoke(cli.app, ["show", "files"]) assert result.exit_code == 0 From 9dfd6663f6f7c51bb44b4e4777fd726562b0f748 Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Tue, 21 May 2024 19:14:57 +0100 Subject: [PATCH 26/36] add prompt-toolkit as dependency --- pyproject.toml | 1 + 1 file changed, 1 insertion(+) diff --git a/pyproject.toml b/pyproject.toml index 3871713..07ef504 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -20,6 +20,7 @@ classifiers = [ dependencies = [ "typer-slim==0.12.3", "rich==13.7.1", + "prompt-toolkit==3.0.43", "langchain==0.1.17", "langchain-openai==0.1.6", "ollama==0.1.9", From aef9a34111c0c0750fda4d36bb995fe98aae3a10 Mon Sep 17 00:00:00 2001 From: Pedro Rico Pinazo Date: Tue, 21 May 2024 19:16:20 +0100 Subject: [PATCH 27/36] add simple-term-menu as dependency --- pyproject.toml | 1 + 1 file changed, 1 insertion(+) diff --git a/pyproject.toml b/pyproject.toml index 07ef504..917d6b8 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -21,6 +21,7 @@ dependencies = [ "typer-slim==0.12.3", "rich==13.7.1", 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