pingcap/autoflow

AutoFlow is an innovative open-source project designed to create intelligent, conversational knowledge bases. It utilizes a Graph RAG (Retrieval-Augmented Generation) approach, built upon TiDB Vector for efficient data storage and retrieval, and integrates with LlamaIndex and DSPy for advanced LLM capabilities. The platform offers a unique Perplexity-style search experience, capable of crawling websites and providing instant, context-aware answers. Furthermore, it provides an embeddable JavaScript widget, enabling seamless integration of its conversational AI features directly into any website for enhanced user support and information access.