A multi-agent RAG (Retrieval-Augmented Generation) system powered by Google Gemini, Docling, and LangGraph for intelligent document Q&A with built-in fact-checking and hallucination prevention.

DocChat is a multi-agent Retrieval-Augmented Generation (RAG) system designed to help users query, long complex documents with accurate, fact-verified answers. Fact Verification – Ensures responses are accurate before presenting them to the user. Web Interface with Gradio – Allowing seamless document upload and question-answering.

A multi-agent RAG document QA app with OpenAI, LangGraph, and hybrid retrieval (BM25 + embeddings), with relevance checking and answer verification via a Gradio UI.

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