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 23 rag document qa frameworks tracked. The highest-rated is clstaudt/ragadoc at 39/100 with 11 stars.

Get all 23 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...	39	Emerging	11	Python
2	VikParuchuri/researcher Concise answers to search queries using Google and GPT-3. Includes citations.	28	Experimental	82	Python
3	Islam1264/RAG-Interview-Questions-and-Answers-Hub 🚀 Explore 100+ RAG interview questions and answers to prepare effectively...	24	Experimental	2	—
4	jawad-zaheer123/Nano-RAG-CPP 🚀 Build high-performance AI applications with this C++ engine for Retrieval...	23	Experimental	1	C++
5	Arnav000007/llmwalk 🧭 Explore prompts and discover the top responses with LLMWalk, optimizing...	22	Experimental	—	Python
6	shawon100/code-converter Convert or Translate code from one programming language to another...	19	Experimental	8	HTML
7	barek2k2/local_llm Lightweight Ruby gem for interacting with locally running Ollama LLMs with...	17	Experimental	2	Ruby
8	eliniyus310987/Mini_ai 🤖 Serve pre-trained AI models for real-time NLP tasks like sentiment...	15	Experimental	1	Python
9	deshneni-akhil/Retail-Insights-Assistant Ask your data anything in plain English — multi-agent AI turns questions into answers	15	Experimental	1	Python
10	gugacamara/local-rag-assistant 100% local Retrieval-Augmented Generation (RAG) chat assistant to interact...	15	Experimental	1	Python
11	tahamohmadf19-dev/AI-Agent-Router Multi-agent conversational router using LangGraph and LLMs to classify user...	14	Experimental	—	Python
12	derri4l/sailor RAG tool for parsing and quering notes	14	Experimental	—	Python
13	hitensharma18/python-ai-agent Smart Python AI assistant using LangChain and LangGraph that performs...	14	Experimental	—	Python
14	PINEKKO/rag-document-assistant 📄 Simplify document insights with this RAG assistant that answers questions...	14	Experimental	—	Python
15	firasalhawari/hrpis_rag_chatbot_evaluation Evaluation data for the "Scrum-Guided Development of an Intelligent Payroll...	14	Experimental	—	Python
16	dilzilla/LlamaSum Simple Summarizer Tool using Llama 3 8b.	14	Experimental	10	Python
17	CosmonautCode/Tiny-Local-LLM-System-Expanded A lightweight, self-contained Python project for running local LLM...	12	Experimental	1	Python
18	ffiruzi/ai-meeting-minutes AI- Agents powered meeting minutes generator using LangGraph multi-agent...	12	Experimental	1	Python
19	miguelvanegas-c/RagSystem This repository demonstrates how to build a functional AI agent using...	11	Experimental	—	Jupyter Notebook
20	kamalesh003/Ireland-Law-RAG-Chatbot An AI-powered legal assistant built with FastAPI, LangChain, ChromaDB,...	11	Experimental	—	HTML
21	LTPPPP/RAG_BOT a very simple RAG bot using python only	11	Experimental	2	Jupyter Notebook
22	catherinewbaker/ChatbotPersonalityPreference An academic literature review performed on the personality preferences in...	10	Experimental	1	—
23	phoenixdev100/Medical-RAG-System A Retrieval-Augmented Generation (RAG) system for medical diagnosis...	10	Experimental	4	Jupyter Notebook