{"repo":"shivama205/DocBrain","free":true,"listed":false,"github":"https://github.com/shivama205/DocBrain","clone":"git clone https://github.com/shivama205/DocBrain.git","description":"Self-hosted RAG framework with RBAC, multi-LLM support, and natural language SQL over tabular data","language":"Python","stars":13,"topics":["enterprise","fastapi","llm","privacy","python","rag","rbac","retrieval-augmented-generation","self-hosted","sql-generation"],"license":"MIT","category":"ai-agents","readme_excerpt":"DocBrain Self-hosted RAG for teams that can't send data to third-party APIs. Built-in RBAC, multi-LLM support, and natural language queries over your tabular data. Click to watch the full demo video Quickstart That's it. The stack includes the API server, Celery worker, MySQL, Redis, ChromaDB (local vector store), and the React frontend. The only thing you need to provide is an LLM API key. Why DocBrain? - Actually self-hosted -- vectors stay local (ChromaDB), no data leaves your infra - Table-Augmented Generation -- ask natural language questions over CSVs, get SQL-generated answers - No framework lock-in -- zero LangChain/LlamaIndex dependencies - Built-in RBAC -- three role levels + knowledge base sharing with granular permissions - Multi-LLM -- swap between Gemini, OpenAI, Anthropic via config Key Features Feature Description --------- ------------- Document RAG Upload PDFs, DOCX, TXT, Markdown, HTML -- ask questions, get cited answers Table-Augmented Generation Upload CSVs/Excel -- ask questions in plain English, get SQL-generated results Local Vector Store ChromaDB runs locally by default. Pinecone available for production scale Multi-LLM Support Google Gemini, OpenAI, Anthropic -- switch with one env var Query Router Automatically routes queries to RAG or TAG based on content type RBAC Admin, Owner, User roles with granular permissions Knowledge Base Sharing Share knowledge bases with specific users FAQ System Add curated Q&A pairs that take priority over document sear","default_branch":null,"files":null,"tree":[],"storefront":"/r/shivama205","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/shivama205/DocBrain/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}