Rag Agent Systems RAG Tools

There are 42 rag agent systems tools tracked. 1 score above 50 (established tier). The highest-rated is FareedKhan-dev/scalable-rag-pipeline at 50/100 with 111 stars.

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#	Tool	Score	Tier	Stars	Language
1	FareedKhan-dev/scalable-rag-pipeline A scalable RAG platform combining LangGraph agents, hybrid retrieval...	50	Established	111	Python
2	tedhappy/ragflow-admin 基于ragflow二次开发的后台管理系统，可以独立运行，支持批量管理知识库、聊天、智能体、用户等，解决ragflow在后台管理上的痛点。	49	Emerging	201	TypeScript
3	Benaah/amaniquery A Retrieval-Augmented Generation (RAG) system for Kenyan legal,...	36	Emerging	1	Python
4	haiha-ux/raganything-agno-wrapper Production-ready wrapper bringing RAG-Anything's advanced multimodal...	32	Emerging	1	Python
5	OrlandContreras/rag-agent-crew 🎓 Sistema Multi-Agente RAG 100% Local Educativo - CrewAI + Ollama + Qdrant...	30	Emerging	1	Python
6	rupamsamanta123/PDF-QA-RAG-System 📄 Transform your PDF documents into actionable insights with this RAG-based...	26	Experimental	1	Python
7	eric-ai-lab/R2H Official implementation of the EMNLP 2023 paper "R2H: Building Multimodal...	24	Experimental	5	Python
8	0Nguyen0Cong0Tuan0/arxiv-insight-engine AI-powered research assistant with voice interaction, multimodal RAG, and...	21	Experimental	—	Python
9	0xguardstate/ai-patent-path Agentic RAG demo for public patent text (Streamlit + hybrid retrieval + verification	21	Experimental	—	Python
10	ayushsyntax/Agentic-Research-Assistant Production-grade agentic research assistant built with LangGraph. Features...	21	Experimental	—	Python
11	InventiveWork/KubeRAG A simple helm chart automating deployment of a retrieval augmented...	21	Experimental	4	Python
12	N1KH1LT0X1N/Agentic-RagBot 🩺 Multi-agent RAG system analyzing blood test biomarkers with 6 specialist...	21	Experimental	—	Python
13	ashish-code/crewai-rag-chatbot 4-agent CrewAI RAG chatbot: query planning, semantic retrieval, cited...	21	Experimental	—	Python
14	anasfarrouk/local-rag-agent An AI agent that can retrieve information from given documents in order to...	21	Experimental	—	Python
15	nivethithanm/realtime-db-rag A policy-constrained, tool-augmented RAG system where Postgres is the source...	21	Experimental	—	Python
16	shammeer-s/ResearchRAGAgent Designed and built 'ResearchRAGAgent,' a multi-agent system in Python that...	17	Experimental	—	Python
17	ramaureirac/chatbot-rag-tool-calling Sample code for a Chatbot RAG with Tool Calling written in Go	17	Experimental	—	Go
18	KanekiEzz/1337-handbook-assistant AI-powered Question Answering system for the 1337 Coding School handbook...	15	Experimental	5	TypeScript
19	Omegapy/MRCA-Advanced-Parallel-HybridRAG-Intelligent-Fusion A MSHA regulation AI agent. The system uses a novel RAG system - Advanced...	15	Experimental	—	Python
20	aayostem/financial-rag-agent 😊 Multi-agent, multi-modal RAG system for financial analysis — real-time...	14	Experimental	—	Python
21	Dancraver22/RAG-Agent-Prototype Hybrid RAG Agent: An AI Pipeline utilizing LangChain, Groq (Llama 3.1), and...	14	Experimental	—	Python
22	SaikumarUCM/Agentic-RAG An intelligent conversational agent powered by LangGraph and OpenAI that...	14	Experimental	—	Python
23	chapagainmanoj/rag-example Resume RAG Pipeline Example	14	Experimental	—	Python
24	mikebrown95/QA_RAG_Bot 📚 QA RAG Bot — Local Retrieval‑Augmented Generation Over Project Gutenberg...	14	Experimental	—	Python
25	NithishCodec/mini-rag-system A lightweight Retrieval-Augmented Generation (RAG) system that lets users...	13	Experimental	—	Python
26	Y-66/AdaptiveRAG An agentic adaptive RAG system designed for intelligent query routing and...	13	Experimental	—	Python
27	rajat709/Dataoorts-RAG Dataoorts - Oortis Agent	13	Experimental	—	—
28	amsavarthan/ask-android-blog-rag-agent Get instant answers from the official Android Developers Blog.	13	Experimental	—	Python
29	maquiavelo01/financial-research-agent RAG-powered financial research agent that answers questions about company...	13	Experimental	—	Python
30	arunabha369/portfolio-chatbot AI-powered portfolio chatbot backend built with Node.js, Express,...	13	Experimental	—	JavaScript
31	BryceEWatson/ai-research-pipeline Multi-agent RAG research assistant with 3-agent pipeline...	13	Experimental	—	Python
32	MohammedBadry/hrpis_rag_chatbot_evaluation 🛠️ Explore and evaluate chatbot performance with this repository's tools,...	13	Experimental	—	—
33	azzan1235/agentic_rag_system 🔍 Enhance retrieval with the Agentic RAG System, featuring intelligent query...	13	Experimental	—	Python
34	NikiforovAll/company_intel RAG-based company research assistant with AI-powered data gathering and Q&A chat	13	Experimental	—	Python
35	hari7261/Document-Q-A-LLM A document question-answering system that allows users to upload files...	13	Experimental	—	Python
36	tomerbr1/insurance-claim-rag-system Multi-agent RAG system for insurance claim analysis using LlamaIndex with...	13	Experimental	—	Python
37	YunqiWang1/TinyAgent-SLM A robust SLM RAG pipeline optimized for 4GB VRAM edge devices, featuring RRF...	13	Experimental	—	Python
38	Daniel05630/RAG-for-AI-in-2025 📄 Streamline PDF content retrieval and Q&A with this RAG application using...	13	Experimental	—	Python
39	Michael-Matta1/datacompanion-rag-tutor Intelligent RAG-powered data science tutor with advanced memory...	13	Experimental	—	Python
40	xiaoluhei/AI-RAG- 跟着黑马程序员的教程学习	13	Experimental	—	Python
41	teamauresta/agentic-rag-chat Self-hosted AI chat with RAG, guardrails, and streaming. Drop-in alternative...	11	Experimental	—	Python
42	typv/ocs-ai This repository serves as a practical guide for newcomers to AI agents,...	10	Experimental	1	Python