RAG Agent Systems AI Agents

Specialized AI agents built around retrieval-augmented generation (RAG) pipelines for document processing, semantic search, and context-aware question-answering. Does NOT include general RAG libraries, vector databases, or agents without a core RAG retrieval mechanism.

There are 29 rag agent systems agents tracked. The highest-rated is yashdew3/ragbot at 28/100 with 1 stars.

Get all 29 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=agents&subcategory=rag-agent-systems&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Agent	Score	Tier	Stars	Language
1	yashdew3/ragbot AI-Powered RAG Chatbot using LangChain, FAISS & Streamlit \| Smart Q&A from...	28	Experimental	1	Python
2	dev-infinity101/MAYA-AI A RAG based multi-Agent chatbot for govt scheme navigation and Personalized guidance	28	Experimental	1	TypeScript
3	rsanandres/atlas Full-stack clinical AI platform — multi-agent RAG over FHIR patient data...	22	Experimental	1	Python
4	delilahsaprophytic338/rag-ready-extractor Convert webpages and PDFs into clean, structured data optimized for...	22	Experimental	—	—
5	sarvanithin/ClaimPilot AI agent that classifies denied insurance claims, retrieves CMS/payer...	22	Experimental	—	Python
6	Atatsuki2000/Thoth AI agent combining RAG knowledge base with 5 specialized MCP tools. Upload...	21	Experimental	—	Python
7	divertom/Doclinger Docling container with UI for RAG agent document processing	21	Experimental	—	Python
8	ShiYu0318/AIR-Agent AI Research Agent: An autonomous assistant that crawls arXiv papers and AI...	19	Experimental	—	Python
9	sarvesh-raam/ARIA AI agent that reads financial documents, searches live news, detects risk...	19	Experimental	—	Python
10	incidentfox/self-learning-ai-agent Self-learning AI agents that get smarter from your Slack, docs, meetings,...	19	Experimental	—	Python
11	Oren-H/AI-Advisor An LLM powered class scheduling tool that uses RAG to advise students on...	19	Experimental	2	Python
12	Muskkaniyer/RAG-Pipeline-Chatbot RAG Pipeline & Chatbot – A production-ready Retrieval-Augmented Generation...	18	Experimental	1	—
13	frangaitann/FinancIA AI RAG System for customized financial help with web scrapping, graphs...	17	Experimental	—	Python
14	rohit267/rag-ai-chat AI Chatbot with RAG.	17	Experimental	—	HTML
15	cjyyyyyj-ui/Academic-Agent-Based-on-Local-RAG This project is an academic intelligent agent developed based on LangChain...	15	Experimental	2	Python
16	amirsakib16/RAG_ChatBotAgent An intelligent RAG (Retrieval-Augmented Generation) system built with...	15	Experimental	—	Python
17	Akshitvats026/akshit-n8n-rag-agent AI-powered portfolio chatbot built with n8n, Pinecone, and OpenAI using a...	14	Experimental	1	HTML
18	gaurav-jo1/PaperAI Multi-Agent Deep Research & RAG System	14	Experimental	—	TypeScript
19	parsa-hj/Agentic-RAG-Customer-Support-Assistant FastAPI agentic RAG assistant for order tracking and shipping support.	14	Experimental	—	Python
20	Erenimo3442/aws_acu_chatbot AWS ACU Chatbot is a university assistant platform that combines Django,...	14	Experimental	—	Python
21	alanwatts07/drift-agents Autonomous AI agents with persistent memory, Neo4j GraphRAG, and Q-value...	13	Experimental	—	Python
22	choeyunbeom/finscope Multi-agent RAG system for financial filing analysis — LangGraph · SEC EDGAR...	13	Experimental	—	Python
23	Hardhika05/ai-agent-wikipedia-n8n AI Agent using n8n + LangChain + Ollama (Mistral) with custom Wikipedia tool...	13	Experimental	—	—
24	dj2313/rag-mcp-business-agent-telegram A professional autonomous business agent for Telegram powered by LangGraph,...	13	Experimental	—	Python
25	dev-thug/specify-app A proof-of-concept implementation of GraphRAG for Specify, demonstrating how...	13	Experimental	—	Python
26	AnhVan17/AURA-Agentic-RAGOps Enterprise-grade RAGOps framework for academic documents. Powered by...	13	Experimental	—	Python
27	tabreu8/simple_ai_agent_web_server 🤖 Smart Document Assistant with AI Agent FastAPI server that lets you...	13	Experimental	—	Python
28	fvanevski/knowledge_agent An autonomous AI agent for intelligently updating, maintaining, and curating...	12	Experimental	3	Python
29	sagaritabd/Instant-RAG---Infrastructure-for-Autonomous-Agents Instant RAG: AI-agent infrastructure with citations and swarm reasoning paid...	11	Experimental	—	Python