A unified interface for multiple LLM providers
Project description
LLM Nexus
LLM Nexus is a Python package that provides a unified interface for interacting with multiple Language Model providers, including OpenAI, Anthropic, and Google AI.
Features
- Unified API for multiple LLM providers
- Support for text completions and function calls
- Easy integration with OpenAI, Anthropic, and Google AI models
Installation
You can install LLM Nexus using pip:
pip install llm-nexus
Usage
Here's a quick example of how to use LLM Nexus:
from llm_nexus import ModelProvider
provider = ModelProvider(openai_api_key="your-openai-key", anthropic_api_key="your-anthropic-key", googleai_api_key="your-googleai-key")
result = provider.completion(
instructions="Return a rhyme.",
user_prompt="Would a rose by any other name smell as sweet?",
provider_name="openai",
model_name="gpt-3.5-turbo"
)
print(result)
For function calls:
from llm_nexus import ModelProvider, Function, Argument, ParamType
provider = ModelProvider(openai_api_key="your-openai-key", anthropic_api_key="your-anthropic-key", googleai_api_key="your-googleai-key")
function = Function(
name="underrated_historical_events",
description="Name up to 3 underrated historical events based on the user's request",
arguments=[
Argument(name="event", param_type=ParamType.STRING, description="The name of the event."),
Argument(name="year", param_type=ParamType.INTEGER, description="The year the event began."),
Argument(name="reasoning", param_type=ParamType.STRING, description="A brief description of why you feel this event is underrated.")
],
)
result = provider.function_call(
user_prompt="What are some underrated A.D. events in African history?",
function=function,
provider_name="openai",
model_name="gpt-3.5-turbo",
return_array=True
)
print(result)
Supported Python Versions
LLM Nexus supports Python 3.7 and above.
Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
License
This project is licensed under the MIT License - see the LICENSE file for details.
Project details
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