This project implements a web UI for conversational Q&A over local document collections using LangChain as the orchestration framework and ChatGLM-6B (or similar open-source LLMs) as the underlying language model. It retrieves relevant context from the knowledge base and generates answers by feeding retrieved chunks to the LLM via chain-based prompting.