AutoChain is a lightweight and extensible framework designed to simplify the process of building custom generative agents using Large Language Models (LLMs). It addresses the challenges of heavy customization and manual evaluation that developers often face with existing tools and frameworks. AutoChain takes inspiration from LangChain and AutoGPT and provides a user-friendly interface for creating and evaluating generative agents. It offers features such as easy prompt updates, minimal abstraction layers, and automated multi-turn evaluation. The framework also supports function calling in OpenAI models. AutoChain’s workflow evaluation framework enables simulated conversations between agents and users to evaluate different scenarios and conversation outcomes. Overall, AutoChain aims to streamline the development and evaluation of generative agents.
https://github.com/Forethought-Technologies/AutoChain