Agentic RAG Systems Embedding Tools

Autonomous agents that use RAG to retrieve and reason over knowledge bases for complex tasks, decision-making, and multi-step workflows. Does NOT include static document QA, prompt engineering frameworks, or infrastructure components (databases, vector stores) without agentic orchestration.

There are 36 agentic rag systems tools tracked. The highest-rated is Venere-Labs/ragfs at 36/100 with 7 stars.

Get all 36 projects as JSON

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

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

#	Tool	Score	Tier	Stars	Language
1	Venere-Labs/ragfs A FUSE semantic filesystem for LLM/AI AgentsAgentic FUSE filesystem for LLM...	36	Emerging	7	Rust
2	dappros/rag_demos Examples of RAG (Retrieval-Augmented Generation) with Ethora, LangChain, and...	28	Experimental	1	Python
3	davicqueiroz/claude-rag-skills 🛠️ Build, audit, and optimize RAG systems efficiently with professional...	23	Experimental	1	—
4	beauseant/patchwork pAtChWoRK is system that combines traditional NLP and LLMs to extract,...	23	Experimental	1	Jupyter Notebook
5	varun29ankuS/shodhRAG Local-first AI assistant with RAG — built with Rust, Tauri, and LanceDB	23	Experimental	6	Rust
6	anjanatiha/Retrieval-Augmented-Generation-RAG-Agent Retrieval-Augmented Generation (RAG) Agent demo	22	Experimental	—	Python
7	Krish-afk-bot/narrative-consistency-verifier Constraint-based AI system for verifying character backstory consistency in...	22	Experimental	—	Python
8	TEJA4704/agentic-rag-framework Advanced RAG with hybrid search, query classification, answer fusion, and...	20	Experimental	1	Python
9	MrSpecks/Kagiso-Dev-Portfolio The Personal Portfolio RAG Agent is a live, production-ready demonstration...	20	Experimental	1	TypeScript
10	Willgnner-Santos/IT-Residence-TJGO Residência em Tecnologia da Informação (TJGO/UFG)	19	Experimental	—	Jupyter Notebook
11	smouj/Synapsara Multi-source personal RAG brain for grounded agent decisions.	19	Experimental	—	Python
12	LankeSathwik7/IntelliStream Real-Time Agentic RAG Intelligence Platform powered by a 6-agent LangGraph...	16	Experimental	1	Python
13	abhijeetashri/rag-agent An enterprise level, production-ready RAG system	15	Experimental	—	Python
14	klaubeer/vertice-ai Atendimento autônomo inteligente com RAG avançado, orquestração multi-agente...	15	Experimental	1	Python
15	agent-sh/agent-knowledge Research guides and RAG indexes for AI agent development	15	Experimental	1	Shell
16	Hali-creater/The-RAG-Knowledge-Base-Agent A Retrieval-Augmented Generation (RAG) agent that combines semantic search...	14	Experimental	—	Python
17	RandolphWilliam/RandolphWilliam Profile README	14	Experimental	—	—
18	williammoreschi/rag-culto Sistema RAG para processar cultos e responder perguntas com base no conteúdo real	14	Experimental	—	TypeScript
19	JustUzair/Tessera-RAG-AI Tessera fragments your knowledge into searchable chunks and reassembles them...	14	Experimental	—	TypeScript
20	moymoytoto/shodhRAG Build a local-first AI assistant using retrieval-augmented generation,...	14	Experimental	—	—
21	TalesHenri/rag-agentes-ia Projeto prático de RAG e agentes de IA com LangChain, Groq e LangGraph...	14	Experimental	—	Python
22	dmilic1/AbsoluteCinema A RAG-powered movie agent combining local semantic search with GPT-5.4 Nano...	14	Experimental	—	Python
23	eibrunodev/axiom-rag Build a reliable Retrieval-Augmented Generation pipeline that ingests...	14	Experimental	—	—
24	alfasmartagency-droid/rag-doctor Diagnose and debug Retrieval Augmented Generation pipelines by analyzing...	14	Experimental	—	—
25	maxwellamaral/banco-dados-vetorial O projeto é ideal para quem deseja entender os fundamentos por trás de...	13	Experimental	2	Jupyter Notebook
26	Gerardo1909/causalito Causalito - Agente RAG orientado al campo de la inferencia bayesiana causal....	12	Experimental	1	Python
27	Akansha051991/AI_Research_Agent-LangGraph-RAG An agentic RAG interface built with LangGraph and Groq for ultra-fast...	12	Experimental	1	Python
28	CodeWithCharan/AI-Blog-Search Agentic RAG with LangGraph 🔥	12	Experimental	4	Jupyter Notebook
29	multimindlab/multimindlab Unified SDK for Fine-Tuning, RAG, and Agent Orchestration	12	Experimental	1	—
30	hwan6615/RAG-Agent-Demo 이 프로젝트는 OpenAI의 Function Calling 기능과 RAG(검색 증강 생성) 기술을 결합하여, 수많은 도구 라이브러리 중...	11	Experimental	—	Python
31	felipelapadn/Assistente-Pesquisa-Cientifica O projeto surgiu da ideia de me ajudar a descobrir novas técnicas para...	11	Experimental	—	Jupyter Notebook
32	MrEttore/rag-avatar-ettore-marangon Personal RAG avatar agent that answers in my voice using a private,...	11	Experimental	—	TypeScript
33	Pulpoide/MultiAgent-Hybrid-RAG Advanced Semantic RAG system featuring an intent-based orchestrator....	11	Experimental	—	Python
34	msfalif404/agentic-scholarship-backend An agentic scholarship assistant backend built with FastAPI and LangGraph....	11	Experimental	—	Jupyter Notebook
35	Prime-victor/Kenya-Travel-Rag A Travel & Tourism Retrieval-Augmented Generation (RAG) system that answers...	11	Experimental	—	—
36	ettysekhon/modern-wisdom-llm-native-pipeline Modern Wisdom AI RAG Pipeline	10	Experimental	4	Jupyter Notebook