RAG Document QA ML Frameworks

Tools and systems for building Retrieval-Augmented Generation (RAG) applications that enable question-answering over documents. Includes RAG pipelines, document indexing, vector search integration, and chat interfaces for querying PDFs and knowledge bases. Does NOT include general LLM frameworks, document parsing libraries used outside RAG contexts, or non-RAG chatbot systems.

There are 15 rag document qa frameworks tracked. The highest-rated is clstaudt/ragadoc at 45/100 with 11 stars.

Get all 15 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=rag-document-qa&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	clstaudt/ragadoc An AI document assistant that answers questions about your PDFs with...	45	Emerging	11	Python
2	VikParuchuri/researcher Concise answers to search queries using Google and GPT-3. Includes citations.	35	Emerging	82	Python
3	Arnav000007/llmwalk 🧭 Explore prompts and discover the top responses with LLMWalk, optimizing...	22	Experimental	—	Python
4	dilzilla/LlamaSum Simple Summarizer Tool using Llama 3 8b.	21	Experimental	10	Python
5	catherinewbaker/ChatbotPersonalityPreference An academic literature review performed on the personality preferences in...	17	Experimental	1	—
6	gugacamara/local-rag-assistant 100% local Retrieval-Augmented Generation (RAG) chat assistant to interact...	16	Experimental	1	Python
7	tahamohmadf19-dev/AI-Agent-Router Multi-agent conversational router using LangGraph and LLMs to classify user...	14	Experimental	—	Python
8	derri4l/sailor RAG tool for parsing and quering notes	14	Experimental	—	Python
9	PINEKKO/rag-document-assistant 📄 Simplify document insights with this RAG assistant that answers questions...	14	Experimental	—	Python
10	deshneni-akhil/Retail-Insights-Assistant Ask your data anything in plain English — multi-agent AI turns questions into answers	14	Experimental	1	Python
11	kamalesh003/Ireland-Law-RAG-Chatbot An AI-powered legal assistant built with FastAPI, LangChain, ChromaDB,...	13	Experimental	—	HTML
12	firasalhawari/hrpis_rag_chatbot_evaluation Evaluation data for the "Scrum-Guided Development of an Intelligent Payroll...	13	Experimental	—	Python
13	hitensharma18/python-ai-agent Smart Python AI assistant using LangChain and LangGraph that performs...	11	Experimental	—	Python
14	rahmansahinler1/simple_rag_pipeline Retrieval Augmented Generation pipeline to make interaction with locally...	11	Experimental	—	Jupyter Notebook
15	ravee360/chatbot-with-rag A modular Retrieval-Augmented Generation (RAG) application with document...	10	Experimental	1	Python