diff --git a/.env.sample b/.env.sample index e69de29b..a243234d 100644 --- a/.env.sample +++ b/.env.sample @@ -0,0 +1,3 @@ +ANTHROPIC_API_KEY="" +GROQ_API_KEY="" +OPENAI_API_KEY="" diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index d1d53599..ec9e84ed 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -8,4 +8,4 @@ repos: # supported by your project here, or alternatively use # pre-commit's default_language_version, see # https://pre-commit.com/#top_level-default_language_version - language_version: python3.11 \ No newline at end of file + language_version: python3.12 diff --git a/aimodels/client/completions.py b/aimodels/client/completions.py index 5348ac46..508682da 100644 --- a/aimodels/client/completions.py +++ b/aimodels/client/completions.py @@ -31,7 +31,7 @@ def create(self, model=None, temperature=0, messages=None): interface, model_name = self.topmost_instance.get_provider_interface(model) return interface.chat_completion_create( - messages, + messages=messages, model=model_name, temperature=temperature, ) diff --git a/aimodels/client/multi_fm_client.py b/aimodels/client/multi_fm_client.py index 38f0085f..210e7e6f 100644 --- a/aimodels/client/multi_fm_client.py +++ b/aimodels/client/multi_fm_client.py @@ -1,7 +1,6 @@ """MultiFMClient manages a Chat across multiple provider interfaces.""" -from ..providers.openai_interface import OpenAIInterface -from ..providers.groq_interface import GroqInterface +from ..providers import AnthropicInterface, OpenAIInterface, GroqInterface from .chat import Chat @@ -30,6 +29,7 @@ def __init__(self): self.all_factories = { "openai": OpenAIInterface, "groq": GroqInterface, + "anthropic": AnthropicInterface, } def get_provider_interface(self, model): diff --git a/aimodels/framework/__init__.py b/aimodels/framework/__init__.py index 6d1773ea..2d72fd37 100644 --- a/aimodels/framework/__init__.py +++ b/aimodels/framework/__init__.py @@ -1,3 +1,4 @@ """Provides the ProviderInterface for defining the interface that all FM providers must implement.""" from .provider_interface import ProviderInterface +from .chat_completion_response import ChatCompletionResponse diff --git a/aimodels/framework/chat_completion_response.py b/aimodels/framework/chat_completion_response.py new file mode 100644 index 00000000..99c83977 --- /dev/null +++ b/aimodels/framework/chat_completion_response.py @@ -0,0 +1,8 @@ +from aimodels.framework.choice import Choice + + +class ChatCompletionResponse: + """Used to conform to the response model of OpenAI""" + + def __init__(self): + self.choices = [Choice()] # Adjust the range as needed for more choices diff --git a/aimodels/framework/choice.py b/aimodels/framework/choice.py new file mode 100644 index 00000000..9c29ac29 --- /dev/null +++ b/aimodels/framework/choice.py @@ -0,0 +1,6 @@ +from aimodels.framework.message import Message + + +class Choice: + def __init__(self): + self.message = Message() diff --git a/aimodels/framework/message.py b/aimodels/framework/message.py new file mode 100644 index 00000000..5aa7f822 --- /dev/null +++ b/aimodels/framework/message.py @@ -0,0 +1,6 @@ +"""Interface to hold contents of api responses when they do not conform to the OpenAI style response""" + + +class Message: + def __init__(self): + self.content = None diff --git a/aimodels/providers/__init__.py b/aimodels/providers/__init__.py index c5457421..04e2bd31 100644 --- a/aimodels/providers/__init__.py +++ b/aimodels/providers/__init__.py @@ -1,3 +1,5 @@ """Provides the individual provider interfaces for each FM provider.""" from .openai_interface import OpenAIInterface +from .groq_interface import GroqInterface +from .anthropic_interface import AnthropicInterface diff --git a/aimodels/providers/anthropic_interface.py b/aimodels/providers/anthropic_interface.py new file mode 100644 index 00000000..284cf2a6 --- /dev/null +++ b/aimodels/providers/anthropic_interface.py @@ -0,0 +1,67 @@ +"""The interface to the Anthropic API.""" + +import os + +from aimodels.framework import ProviderInterface, ChatCompletionResponse + + +class AnthropicInterface(ProviderInterface): + """Implements the ProviderInterface for interacting with the Anthropic API.""" + + def __init__(self): + """Set up the Anthropic API client with the key from the user's environment""" + import anthropic + + self.anthropic_client = anthropic.Anthropic( + api_key=os.getenv("ANTHROPIC_API_KEY") + ) + + def chat_completion_create(self, messages=None, model=None, temperature=0): + """Request chat completions from the Anthropic API. + + Args: + ---- + model (str): Identifies the specific provider/model to use. + messages (list of dict): A list of message objects in chat history. + temperature (float): The temperature to use in the completion. + + Returns: + ------- + The ChatCompletionResponse with the completion result. + + """ + anthropic_messages = [] + system_message = None + for msg in messages: + if "role" in msg and "content" in msg: + if msg["role"] == "system": + system_message = msg["content"] + else: + temp_msg = msg.copy() + temp_msg["content"] = [ + {"type": "text", "text": temp_msg["content"]} + ] + anthropic_messages.append(temp_msg) + + if system_message is None: + response = self.anthropic_client.messages.create( + messages=anthropic_messages, + model=model, + max_tokens=4096, + temperature=temperature, + ) + else: + response = self.anthropic_client.messages.create( + messages=anthropic_messages, + model=model, + system=system_message, + max_tokens=4096, + temperature=temperature, + ) + + text_response = response.content[0].text + + chat_completion_response = ChatCompletionResponse() + chat_completion_response.choices[0].message.content = text_response + + return chat_completion_response diff --git a/examples/test_anthropic.ipynb b/examples/test_anthropic.ipynb new file mode 100644 index 00000000..63f03c53 --- /dev/null +++ b/examples/test_anthropic.ipynb @@ -0,0 +1,92 @@ +{ + "cells": [ + { + "cell_type": "code", + "id": "initial_id", + "metadata": { + "collapsed": true, + "ExecuteTime": { + "end_time": "2024-07-02T23:20:19.015491Z", + "start_time": "2024-07-02T23:20:19.004272Z" + } + }, + "source": [ + "import sys\n", + "sys.path.append('../aimodels')\n", + "\n", + "from dotenv import load_dotenv, find_dotenv\n", + "\n", + "load_dotenv(find_dotenv())" + ], + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 1 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2024-07-03T02:22:26.282827Z", + "start_time": "2024-07-03T02:22:18.193996Z" + } + }, + "cell_type": "code", + "source": [ + "from aimodels.client import MultiFMClient\n", + "\n", + "client = MultiFMClient()\n", + "model_string = \"anthropic:claude-3-opus-20240229\"\n", + "messages=[{\"role\": \"system\", \"content\": \"Respond in Pirate English.\"}, \n", + " {\"role\": \"user\", \"content\": \"Tell me a joke\"} ] \n", + "\n", + "response = client.chat.completions.create(model=model_string, messages=messages)\n", + "print(response.choices[0].message.content)" + ], + "id": "adebd2f0b578a909", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Arrr, me bucko, 'ere be a jolly jest fer ye!\n", + "\n", + "What did th' pirate say on 'is 80th birthday? \"Aye matey!\"\n", + "\n", + "Ye see, it be a play on words, as \"Aye matey\" sounds like \"I'm eighty\". Har har har! 'Tis a clever bit o' pirate humor, if I do say so meself. Now, 'ow about ye fetch me a mug o' grog while I spin ye another yarn?\n" + ] + } + ], + "execution_count": 6 + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/poetry.lock b/poetry.lock index 232331a5..cc7c9597 100644 --- a/poetry.lock +++ b/poetry.lock @@ -11,6 +11,31 @@ files = [ {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, ] +[[package]] +name = "anthropic" +version = "0.30.1" +description = "The official Python library for the anthropic API" +optional = false +python-versions = ">=3.7" +files = [ + {file = 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