GenossGPT provides a unified API to interact with various public and private Large Language Models (LLMs), including OpenAI, Anthropic, Llama V2, and HuggingFace models. It aims to simplify LLM integration by offering a one-line replacement for the OpenAI API, allowing developers to switch between different models with minimal code changes.

How It Works

GenossGPT acts as a proxy server, abstracting the complexities of interacting with diverse LLM APIs. It translates incoming requests into the format expected by the target LLM and returns the LLM's response in a standardized format, mimicking the OpenAI API structure. This approach facilitates easy model swapping and experimentation without altering application logic.

Quick Start & Requirements

• Install the server: pip install genoss
• Requires Python 3.11 or higher.
• API documentation available at http://localhost:4321/docs.
• For full setup and development, poetry install is recommended.

Highlighted Details

• One-line replacement for OpenAI ChatGPT and Embeddings APIs.
• Supports GPT4ALL models and embeddings out-of-the-box.
• Future plans include support for HuggingFace, cloud provider solutions (GCP, AWS, Azure), and various model types (text-to-image, audio).

Maintenance & Community

The project is actively developed with contributions from multiple individuals. Community engagement is encouraged via issues and pull requests.

Licensing & Compatibility

Licensed under the Apache2 License, permitting commercial use and integration with closed-source applications.

Limitations & Caveats

Currently, only GPT4ALL models are officially supported. The project is in a prepublish state, and additional models are planned for future releases. The installation process for GPT4ALL models involves compiling from source, which may require additional development tools.