Agentic RAG Systems RAG Tools

Advanced RAG systems enhanced with autonomous AI agents that dynamically route queries, select tools, and orchestrate multi-step reasoning. Does NOT include basic RAG retrieval, single-agent chatbots, or domain-specific agent applications without RAG integration.

There are 331 agentic rag systems tools tracked. 1 score above 70 (verified tier). The highest-rated is deepsense-ai/ragbits at 74/100 with 1,627 stars. 3 of the top 10 are actively maintained.

Get all 331 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	deepsense-ai/ragbits Building blocks for rapid development of GenAI applications	74	Verified	1,627	Python
2	infiniflow/ragflow RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine...	69	Established	74,911	Python
3	GiovanniPasq/agentic-rag-for-dummies A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented...	64	Established	2,743	Jupyter Notebook
4	truefoundry/cognita RAG (Retrieval Augmented Generation) Framework for building modular, open...	55	Established	4,329	Python
5	vectara/py-vectara-agentic A python library for creating AI assistants with Vectara, using Agentic RAG	54	Established	114	Python
6	jiangxinke/Agentic-RAG-R1 Agentic RAG R1 Framework via Reinforcement Learning	54	Established	393	Python
7	pat-jj/s3 [EMNLP'25] s3 - ⚡ Efficient & Effective Search Agent Training via RL for RAG...	54	Established	820	Python
8	NVIDIA/context-aware-rag Context-Aware RAG library for Knowledge Graph ingestion and retrieval functions.	53	Established	58	Python
9	DavidZWZ/Awesome-Deep-Research [Up-to-date] Awesome Agentic Deep Research Resources	51	Established	671	—
10	NirDiamant/Controllable-RAG-Agent This repository provides an advanced Retrieval-Augmented Generation (RAG)...	51	Established	1,563	Jupyter Notebook
11	sinanuozdemir/oreilly-retrieval-augmented-gen-ai See how to augment LLMs with real-time data for dynamic, context-aware apps...	51	Established	167	Jupyter Notebook
12	FareedKhan-dev/deep-thinking-rag A Deep Thinking RAG Pipeline to Solve Complex Queries	50	Established	115	Jupyter Notebook
13	ibm-granite-community/granite-retrieval-agent Build Research and Rag agents with Granite on your laptop	50	Established	152	Python
14	FareedKhan-dev/agentic-rag Agentic RAG to achieve human like reasoning	50	Established	198	Jupyter Notebook
15	DavidZWZ/Awesome-RAG-Reasoning [EMNLP 2025] Awesome RAG Reasoning Resources	50	Established	408	—
16	PacktPublishing/Building-Natural-Language-and-LLM-Pipelines Building RAG and Agentic Applications with Haystack 2.0, RAGAS and LangGraph...	50	Established	56	Jupyter Notebook
17	RUC-NLPIR/Search-o1 🔍 Search-o1: Agentic Search-Enhanced Large Reasoning Models [EMNLP 2025]	50	Established	1,182	Python
18	FareedKhan-dev/autonomous-agentic-rag Self improving agentic rag pipeline	50	Established	125	Jupyter Notebook
19	OpenBMB/RepoAgent An LLM-powered repository agent designed to assist developers and teams in...	48	Emerging	917	Python
20	xark-argo/argo ARGO is an open-source AI Agent platform that brings Local Manus to your...	48	Emerging	480	Python
21	The-Swarm-Corporation/swarms-memory A collection of pre-build wrappers over common RAG systems like ChromaDB,...	47	Emerging	43	Python
22	YS0meone/Corvus Multi-agent AI research system — finds academic papers via semantic search &...	47	Emerging	84	Python
23	Lanerra/saga Autonomous, agentic, creative story writing system that incorporates stored...	46	Emerging	98	Python
24	MrRezaeiUofT/AMG-RAG AMG-RAG (Agentic Medical Graph-RAG) is a comprehensive framework that...	46	Emerging	21	Python
25	ragapp/ragapp The easiest way to use Agentic RAG in any enterprise	46	Emerging	4,407	TypeScript
26	asinghcsu/AgenticRAG-Survey Agentic-RAG explores advanced Retrieval-Augmented Generation systems...	45	Emerging	1,498	—
27	aws-samples/aws-agentic-document-assistant An agent based LLM assistant that extends RAG with batch entity extraction...	45	Emerging	97	Jupyter Notebook
28	akka-samples/ask-akka-agent An AI agent that performs a RAG workflow implemented with the Akka SDK.	44	Emerging	6	HTML
29	CLoaKY233/Multi-cycle-RAG RAG with web search, self correction, gap detection and query loops	44	Emerging	9	Python
30	kyopark2014/agentic-rag It shows how to realize agentic RAG.	44	Emerging	28	Python
31	awesome-rag/awesome-rag Awesome-RAG: Collect typical RAG papers and systems.	43	Emerging	453	—
32	FareedKhan-dev/multi-agent-training-grpo A multi-agent system trained with GRPO for reliable long-horizon task...	43	Emerging	22	Jupyter Notebook
33	pooyaphoenix/RA3G-Agent Local RAG system with a built-in governance agent that filters sensitive or...	43	Emerging	11	Python
34	SciPhi-AI/agent-search AgentSearch is a framework for powering search agents and enabling...	43	Emerging	522	Python
35	georgeguimaraes/arcana Embeddable RAG library for Elixir/Phoenix with agentic pipelines and dashboard	42	Emerging	266	Elixir
36	AstraBert/ragcoon Agentic RAG to help you build a startup🚀	42	Emerging	56	Python
37	laxmimerit/Multi-Agent-Deep-RAG Multi-Agent Deep RAG	42	Emerging	39	Jupyter Notebook
38	julienlucas/agentic-rag-multiagent Système RAG agentique multi-agent (Recherche, VérificateurPertinence,...	41	Emerging	15	Python
39	S3annnyyy/Agentic-RAG-Implementation Building reliable Retrieval Augmented Generation(RAG) AI Architecture	41	Emerging	13	Python
40	Wannabeasmartguy/RAGENT Probably one of the lightest native RAG + Agent apps out there，experience...	41	Emerging	32	Python
41	angkira/argentic AI agentic setup. Backend-agnostic, RAG, tooling	41	Emerging	5	Python
42	Kernel-Dirichlet/CoTARAG Agentic-AI framework w/o the headaches	40	Emerging	9	Python
43	Venere-Labs/ragfs A FUSE semantic filesystem for LLM/AI AgentsAgentic FUSE filesystem for LLM...	40	Emerging	7	Rust
44	laxmimerit/Agentic-RAG-with-LangGraph-and-Ollama Building production-ready Retrieval-Augmented Generation (RAG) systems with...	39	Emerging	26	Jupyter Notebook
45	Ayanami0730/arag A-RAG: Agentic Retrieval-Augmented Generation via Hierarchical Retrieval...	39	Emerging	192	Python
46	The-Swarm-Corporation/Multi-Agent-RAG-Template This template demonstrates how to create a collaborative team of AI agents...	39	Emerging	53	Python
47	G0rg0ne/Axon AI-Powered Knowledge Graph Extraction from Scientific Papers	39	Emerging	5	Python
48	maximilien/ragme-io RAGme-io is a personalized RAG agent for the web sites you visit and...	38	Emerging	16	Python
49	devroopsaha744/navilaw-ai AI powered legal research engine. The system is based on multi AI agentic...	38	Emerging	13	Jupyter Notebook
50	redis-developer/agentic-rag Complete example of how to build an Agentic RAG architecture with Redis,...	37	Emerging	101	Jupyter Notebook
51	puppyone-ai/DeepWideResearch Agentic RAG for any scenario. Customize sources, depth, and width	37	Emerging	297	TypeScript
52	ToheedAsghar/DocForge A RAG pipeline that doesn't trust its own answers. 4 AI agents collaborate...	37	Emerging	5	Python
53	serkanyasr/agentic_rag_project Scalable Agentic RAG system using Pydantic AI, FastAPI & pgvector. Modular,...	36	Emerging	17	Python
54	Applied-Machine-Learning-Lab/Awesome-Personalized-RAG-Agent A Survey of Personalization: From RAG to Agent	36	Emerging	101	—
55	clonar714-jpg/clonar Open-source RAG pipeline with multihop reasoning - 8-stage flow	35	Emerging	55	TypeScript
56	anthonylee991/cgc Programmatic data access layer for LLM agents - navigate context, don't memorize it	35	Emerging	2	Python
57	SRV-YouSoRandom/ragagent A production-grade RAG AI Agent built with FastAPI, LangChain, Qdrant, and...	35	Emerging	2	Python
58	neuron-core/graph-retrieval Neuron AI retrieval component augmented with structured information from a...	35	Emerging	3	PHP
59	Qredence/GraphFleet An open-source integration of GraphRAG for Agentic System with NoCode	35	Emerging	12	Jupyter Notebook
60	khteh/rag-agent Python LLM-RAG deep agent using LangChain, LangGraph and LangSmith built on...	35	Emerging	7	Python
61	retzd-tech/genkitx-hnsw Genkit AI framework plugin for HNSW vector database. get AI response...	35	Emerging	9	HTML
62	kyotoai/RMSearch Reward-Model Search (RMSearch) toolkit that scores 'keys' (documents,...	34	Emerging	7	Python
63	chengyuZou/EmaAgent 持续更新中	34	Emerging	16	Python
64	GuoqingWang1/WebFilter 🌟Official code of our AAAI26 paper 🔍WebFilter	34	Emerging	38	Python
65	BDHU/thinkagain A minimal RAG/agent orchestration framework	34	Emerging	2	Python
66	GURPREETKAURJETHRA/Agentic-RAG-using-Crew-AI Agentic RAG using Crew AI	34	Emerging	6	Jupyter Notebook
67	whr129/GitIQ Repo Agent based on RAG, featuring context management, low latency and...	34	Emerging	3	Python
68	authzed/langchain-spicedb Authorization library for RAG (Retrieval-Augmented Generation) pipelines...	34	Emerging	1	Python
69	agentset-ai/partition-api Partition API used by Agentset	34	Emerging	4	Python
70	treyorr/pocket-agents Self-contained agent backend with tools, RAG, and durable runs. One binary,...	33	Emerging	11	TypeScript
71	mangopy/Deep-Research-Survey A Systematic Survey of Deep Research	33	Emerging	308	—
72	r4stin/kg-research-agent Evidence-grounded, multi-agent research assistant that performs RAG over...	33	Emerging	2	Python
73	synaptiai/siare Self-Improving Agentic RAG Engine - Evolve multi-agent RAG pipelines using...	33	Emerging	1	Python
74	ixchio/ragbox-core RAG-in-a-Box: Zero-Configuration Self-Building Agentic RAG System	32	Emerging	2	Python
75	buithanhdam/rag-app-agent-llm Rag Application with Multi-Agent Orchestrator	32	Emerging	5	Python
76	Fizmath/Agentic_RAG_APP Agentic RAG APP with FastAPI, Ollama and Vue.js UI	32	Emerging	4	Python
77	ttguy0707/IRIS IRIS 是一个基于 Agentic Workflow（智能体工作流）的自动化深度调研与报告生成系统。它摒弃了传统的单向 RAG...	32	Emerging	30	Python
78	shivvor2/Multi-Round-AgentRAG RAG pipeline with Agents for multiround conversation consistancy	32	Emerging	5	Jupyter Notebook
79	albertoPicasso/MARS Interactive Documentation Platform with RAG based on a multi-agent system to...	31	Emerging	1	Python
80	Tsai1030/Full-multi-agent RAG Multi Agents	31	Emerging	11	Python
81	Maryam-Nasseri/RAG-based-AI-Agents Retrieval Augmented Generation-based Agentic CrewAI	31	Emerging	25	Python
82	kaymen99/local-rag-researcher-deepseek Local RAG researcher agent built using Langgraph, DeepSeek R1 and Ollama	31	Emerging	132	Python
83	Alejandro-Candela/agentic-rag-knowledge-graph Agentic knowledge retrieval redefined with an AI agent system that combines...	31	Emerging	2	Python
84	SamueleSalerno4/agentic-rag-for-dummies 🚀 Build a production-ready Agentic RAG system with LangGraph using minimal...	30	Emerging	5	Jupyter Notebook
85	dev-abuke/Legal_Expert_Contract_Advisor_Using_Precision_RAG This project aims to develop a high-precision legal expert system for...	30	Emerging	6	Jupyter Notebook
86	thaisaraujom/automotive-agent-rag A Repository for Intelligent Agents Integrated with Retrieval-Augmented...	29	Experimental	1	Jupyter Notebook
87	florentnehyu/rt-aaidc-project2-multiagent 📊 Analyze and enhance GitHub repositories with a multi-agent system that...	29	Experimental	1	Python
88	savinoo/RAG_Agent A stateful Agentic RAG system built with LangGraph and LangChain to chat...	29	Experimental	2	Python
89	swastikmaiti/LlamaIndex-Agent A RAG system is just the beginning of harnessing the power of LLM. The next...	29	Experimental	15	Jupyter Notebook
90	libragen/libragen Create private, local RAG libraries that work offline—no API keys, no cloud...	29	Experimental	17	TypeScript
91	Ksschkw/kssrag An AI RAG agent package.	29	Experimental	3	Python
92	LS-hash-tech/AuthLayer Fashion authentication agent: LangGraph + GPT-4o Vision + RAG. Paste an eBay...	28	Experimental	4	Python
93	faerber-lab/RAGentA Repository for the SIGIR LiveRAG challenge: "RAGentA: Multi-Agent...	28	Experimental	19	Python
94	riaz-sana/veritas Multi-agent verification for AI outputs: claim verification, RAG...	28	Experimental	2	Python
95	nambo/menu-rag Beyond Basic RAG, Empowering Real-Time Deep Research	28	Experimental	19	Python
96	hassenhamdi/HyDRA  HyDRA: Hybrid Dynamic RAG Agents, An advanced, agentic AI framework that...	28	Experimental	13	Python
97	sabawi/Agentic-RAG-System High-performance FastAPI-based agentic RAG system with Ollama LLM...	28	Experimental	3	Python
98	ngshya/mas-is-all-you-need Retrieval-Augmented Generation (RAG) + Multi-Agent Systems (MAS)	28	Experimental	9	Python
99	Pro-GenAI/Index-RAG Storing Text Location in Vector Databases for QA tasks	27	Experimental	5	Python
100	pangeacyber/pangea-multipass Pangea Multipass is the authorization checker for systems like Google...	27	Experimental	14	Python
101	shinnie06/python-agentic-rag-demo Mini RAG in Python with a Dash of Agentic Flair 🚀	27	Experimental	2	Python
102	jamesnatulan/agentic-rag Agentic Retrieval Augmented Generation App that uses CodeAgents	27	Experimental	8	Python
103	yarikama/Agentic-Advanced-RAG Building a multi-agent RAG system with advanced RAG methods	27	Experimental	12	Jupyter Notebook
104	SoupCola/Agent_Project 这是一个结合了RAG（Retrieval-Augmented...	27	Experimental	32	Python
105	Nooxus-AI/NOO-Verified-Global-Entities The Anti-Hallucination data layer for B2B Sourcing. Deep-verified global...	26	Experimental	2	—
106	ivanvanderbyl/agentic A minimalist Go implementation of Microsoft's GraphRAG	26	Experimental	21	Go
107	tiannuo-yang/SearchAgent-X A High-Efficiency System of Large Language Model Based Search Agents	26	Experimental	77	Python
108	Laoyu84/bq_causal_rag Integrating Causal Graphs and Generative AI for Reliable Fact Extraction and...	26	Experimental	9	Python
109	varun29ankuS/shodhRAG Local-first AI assistant with RAG — built with Rust, Tauri, and LanceDB	25	Experimental	6	Rust
110	BurnyCoder/wikipedia-ai-agent Wikipedia AI agent research assistant. LangChain's LangGraph's ReAct agent...	25	Experimental	1	Python
111	Srujanrana07/RAG-Based-policy-agent PolicyRAG : A RAG Based policy agent designed to guide through the process...	25	Experimental	7	Python
112	GNEHUY/Awesome-AgenticRAG 🎯Awesome-AgenticRAG: A curated list of resources on Agentic RAG....	25	Experimental	8	—
113	Al-Shafi-Github/Agentic-Document-Extraction-for-RAG A Retrieval-Augmented Generation (RAG) pipeline using ADE. RAG enables LLMs...	25	Experimental	5	Jupyter Notebook
114	sohanmaheshwar/spicedb-rag-authorization Authorization library for RAG (Retrieval-Augmented Generation) pipelines...	25	Experimental	2	Python
115	brianckeegan/colophon Agent-orchestrated long-form writing over knowledge graphs	24	Experimental	3	Python
116	efficient-deep-research/efficient-deep-research NeurIPS 2025 MMU-RAG Submission: An Open and Reproducible Deep Research...	24	Experimental	3	Python
117	Michael-Jackson666/InsightFlaw An intelligent RAG application powered by LLM and Vector DB. Turning...	23	Experimental	2	Python
118	Powfu-zwx/PolyAgent A multi-agent workspace for grounded QA, document summarization, formal...	23	Experimental	1	Python
119	voytas75/AIPyTeam AI Python Team with RAG	23	Experimental	1	PowerShell
120	MohammedAly22/AgenticRAG AgenticRAG is an advanced AI-powered retrieval-augmented generation (RAG)...	23	Experimental	25	Python
121	yangyihe0305-droid/memgraph-agent 🧠 Graph-powered memory for AI agents. NER + co-occurrence graph +...	23	Experimental	2	Python
122	diorwave/Patentpath Agentic RAG demo for public patent text (Streamlit + hybrid retrieval + verification)	23	Experimental	7	Python
123	kelkalot/local-agentic-rag-gemma3 A local agent RAG implementation using Gemma3 via Ollama	23	Experimental	3	Jupyter Notebook
124	matstech/py-jrag An agentic RAG framework in Python, developed as the thesis project for a...	23	Experimental	2	Python
125	ametsCS/biorce-mini An Agentic RAG demo that researches and drafts clinical trial protocols....	22	Experimental	1	Python
126	johnbrodowski/DCS-EE-RAG DCS (Dynamic Context Selection) — A deterministic routing layer that...	22	Experimental	—	C#
127	sandeepbarhanpure-ui/member-360-agentic-experience-layer An agentic experience layer for health plan payers and providers that...	22	Experimental	—	JavaScript
128	Shreyash-Gaur/agentic-graph-rag A self-correcting Hybrid RAG system combining Knowledge Graphs (Neo4j) and...	22	Experimental	—	Python
129	AniruddhaPKawarase/agentic-rag-engine Production RAG engine with FAISS, hybrid search, streaming SSE & conversation memory	22	Experimental	—	Python
130	GautierDorval/interpretive-agentic-reference Reference implementation — constraintive governance substrate for...	22	Experimental	—	Python
131	tankeanseng/agentic-document-intelligence Agentic RAG system for complex document intelligence using multi-source...	22	Experimental	—	Python
132	brandonmbehring-dev/research-kb Causal inference knowledge base — hybrid search across 478 sources, exposed...	22	Experimental	—	Python
133	FareedKhan-dev/langchain-go-vs-python Benchmarking RAG and agentic systems in Go vs Python	22	Experimental	11	Go
134	TEJA4704/agentic-rag-framework Advanced RAG with hybrid search, query classification, answer fusion, and...	22	Experimental	1	Python
135	nithishravuvari/agentic-research-paper-assistant An Agentic RAG (Retrieval-Augmented Generation) pipeline that acts as a...	22	Experimental	1	Python
136	BlackRoad-Agents/rag-engine rag engine — BlackRoad Agents. Autonomous AI agent orchestration for the...	22	Experimental	—	Python
137	ihatesea69/agentic-rag-langchain Agentic Retrieval-Augmented Generation pipeline using LangGraph and...	22	Experimental	1	Python
138	kazimurtaza/HomebrewAgenticAI A Python-based Agentic RAG system that uses local LLMs (Ollama) for...	22	Experimental	1	Python
139	ck-unifr/SmartPortAgent 基于大模型 (LLM) ，智能体(Agent)与 RAG 技术的智能口岸物流助手。通过 Agent...	22	Experimental	3	Python
140	anjanatiha/Retrieval-Augmented-Generation-RAG-Agent Retrieval-Augmented Generation (RAG) Agent demo	22	Experimental	—	Python
141	marblehub/solargraph-ai LLM Agent & Knowledge Graph for PV Solar Materials Science — RDF/OWL ·...	22	Experimental	1	HTML
142	romain-girardi-eng/EleutherIA AI-powered scholarly research platform for ancient philosophical debates on...	22	Experimental	1	TypeScript
143	ThomasJanssen-tech/Agno-Tutorial This Agno (formerly Phidata) tutorial shows how you can build a finance...	22	Experimental	1	Python
144	Rahullkakkar/Local-AI-Agent Local-first RAG system with runtime document ingestion using Ollama and FastAPI	21	Experimental	—	HTML
145	goblinasaddy/agentic-rag-learning-system FSM-based Agentic RAG system focused on failure handling, versioned...	21	Experimental	—	Python
146	RudraJoshi25/personaquery-rag-agent RAG-based personal knowledge agent with citations, guardrails, and evaluation.	21	Experimental	—	Python
147	LakshitaS/Agentic-RAG-implementation Implementation of "Building Agentic RAG with LlamaIndex" offered by...	21	Experimental	7	Jupyter Notebook
148	PrateekDutta2001/RecursiveAgent This is a detailed system architecture for RLM & Agentic RAG System.	21	Experimental	—	HTML
149	smouj/Synapsara Multi-source personal RAG brain for grounded agent decisions.	21	Experimental	—	Python
150	barrettotte/stix-rag Agentic RAG chatbot for STIX/ATT&CK data	21	Experimental	—	Python
151	laozuzhen/rag-agent-board Embedded OpenClaw/Moltbot board plugin for agent and RAG-oriented workflow...	21	Experimental	—	TypeScript
152	snath-ai/rag-demo A self-correcting RAG demo built using the Làr Engine	21	Experimental	2	Python
153	queelius/dreamlog Logic programming with LLM integration and wake-sleep learning cycles	21	Experimental	—	Python
154	JesmineT/medquery-agentic-rag Production-ready agentic RAG system for medical document Q&A. Built with...	21	Experimental	—	Python
155	tmythicator/headless-hunter A cynical, Agentic RAG recruiter that scrapes the deep web to find you a...	21	Experimental	—	TypeScript
156	govind104/agentic-rag-analyst Agentic RAG/SQL analyst for taxi and churn data analysis. Features FAISS...	21	Experimental	—	Python
157	Devanik21/--AI-Search---QA-Agents AI Search + QA Agents is a unified retrieval‑augmented reasoning system that...	21	Experimental	—	Python
158	NOO-Protocol/NOO-Verified-Global-Entities The Anti-Hallucination data layer for B2B Sourcing. Deep-verified global...	21	Experimental	—	—
159	Imaging-Plaza/ai-agent AI-assisted imaging software picker - RAG + VLM uses your text & image to...	21	Experimental	1	Python
160	Viole-0/multi-agent-rag-platform A modular Multi-Agent RAG intelligence system for research analysis, trend...	21	Experimental	—	Python
161	amrsingh29/arag-benchmark Benchmark comparing Standard RAG vs Agentic RAG for document retrieval and...	21	Experimental	—	TypeScript
162	Berkay2002/agentic-rag-test-scope-analysis Agentic GraphRAG system for test scope analysis in telecommunications software	21	Experimental	—	Python
163	AijooseFactory/graphrag-agent-zero Hybrid GraphRAG helps Agent Zero understand how your notes and documents...	21	Experimental	—	Python
164	RobertoDeLaCamara/Research-Agent LangGraph-based autonomous research agent with 5 personas, searching 10...	21	Experimental	—	Python
165	samuelvinay91/agent-rag Advanced Agent & RAG System with hierarchical retrieval, query...	21	Experimental	—	Python
166	mytechnotalent/Simple-RAG-Agent A simple AgenticAI RAG agent showcasing autonomous reasoning and...	20	Experimental	8	Jupyter Notebook
167	LankeSathwik7/IntelliStream Real-Time Agentic RAG Intelligence Platform powered by a 6-agent LangGraph...	20	Experimental	1	Python
168	RauhanAhmed/AgenticDataPipeline A multi-agent, high-performance data pipeline that combines RAG, SQL...	20	Experimental	1	Jupyter Notebook
169	MegrezAI/LeapRAG LeapRAG is an open-source platform that integrates advanced RAG technology...	20	Experimental	3	Python
170	ro-anderson/multi-agent-qa-system multi-agent RAG system for intelligent document querying. It combines OpenAI...	20	Experimental	3	Python
171	ZanzyTHEbar/genkit-agentic-rag A production-ready Firebase GenKit plugin that implements an advanced...	20	Experimental	3	Go
172	arun-nivaas/LLM-002-Agentic-Research-Assistant An AI-powered research agent that performs autonomous multi-step reasoning...	20	Experimental	1	Python
173	Reckadon/Inter-IIT-Pathway-PathRAG-Court-Simulator A Multi Agent RAG Application built with LangGraph, CrewAI and Pathway. The...	20	Experimental	2	Python
174	kikomatchi/Lumiere 🌟 Lumiere: Multi-agent RAG system with semantic memory. Combines LangGraph,...	20	Experimental	1	Python
175	Kos-M/acg_protocol The Audited Context Generation (ACG) Protocol prevents AI hallucinations...	19	Experimental	15	Python
176	JayDS22/ConstellationAI-Multi-Agentic-RAG Production-ready multi-agent RAG system with LangGraph orchestration,...	19	Experimental	2	Python
177	DEVAHARIBAU/BUG-REPORT-ANALYSIS-AGENT An AI agent that analyzes bug reports in Hugging face using RAG and Langchain	19	Experimental	2	Python
178	dudeperf3ct/reliable-agentic-rag Project exploring RAG LLM agents	19	Experimental	3	Python
179	Shreyash-Gaur/Agentic-RAG A local, agentic RAG system built with FastAPI, Chainlit, and LangGraph,...	19	Experimental	—	Python
180	abdulvahapmutlu/research-agent A hybrid Research Assistant that combines an exact Knowledge Graph (Neo4j)...	19	Experimental	2	Jupyter Notebook
181	AlphaEcho11/RAG-TAG-official A multi-layered memory agent using a RAG(Retrieval-Augmented...	19	Experimental	2	Python
182	Migue8gl/RAG-Agent A lightweight and modular Retrieval-Augmented Generation (RAG) agent built...	19	Experimental	2	Python
183	Jpickard1/BRAD-Enrichment Chain of Thought Gene Enrichment Report Generation	19	Experimental	2	Python
184	CodeWithCharan/AI-Blog-Search Agentic RAG with LangGraph 🔥	19	Experimental	4	Jupyter Notebook
185	artaasd95/agentic-asset-recommender Agentic RAG asset analysis and recommender	19	Experimental	3	Python
186	german36-del/document_assistant_agent ReAct Agent built upon LangChain and LangGraph to make custom and complex...	19	Experimental	3	Python
187	temesgen5335/Legal_Expert_Contract_Advisor_RAG This project focuses on developing a Retrieval-Augmented Generation (RAG)...	19	Experimental	3	Jupyter Notebook
188	wahidpanda/AI-AGENT-Analysis-of-CAG-vs-RAG AI-powered agent is designed to compare the performance of these two...	18	Experimental	2	Python
189	Sigma-Squad/Pathway-InterIIT-13.0 Agentic RAG application to answer privacy policy legal queries	18	Experimental	1	Jupyter Notebook
190	MOONLAPSED/RAGKET Homoiconic scripting and orchestration language dialect + SDK + in-the-box...	18	Experimental	2	Python
191	18gzh18/wenxu 个人练习workflow+RAG应用	18	Experimental	1	Java
192	SuTang-vain/OpenShrimp-CORA OpenShrimp CORA is a next-generation intelligent search and knowledge...	18	Experimental	1	Python
193	Anshumanv28/A.R.T.E.M.I.S Multi-agent RAG system with a Supervisor architecture — search, ingest, and...	18	Experimental	3	Python
194	akramoo/agno-course Agentic programming examples using Agno, Gemini, RAG, and memory.	18	Experimental	1	Python
195	arnozeng98/scc-criminal-rag A Retrieval-Augmented Generation (RAG) system for Canadian Supreme Court...	18	Experimental	1	Python
196	phungpx/newbieAR Simplified Agentic RAGs	18	Experimental	2	Python
197	shilpamusale/scholar-agent An advanced multi-agent research assistant using LangGraph, a Knowledge...	18	Experimental	1	Python
198	renebell0/n8n-rag-agent Chatea con tus documentos de Google Drive usando este workflow RAG para n8n....	18	Experimental	1	—
199	S3annnyyy/local-rag-study-buddy Local AI RAG agent built using Langgraph, DeepSeek R1 and Ollama	18	Experimental	1	Python
200	sudhirln92/rag_research_assistant RAG Research Assistant	17	Experimental	—	Jupyter Notebook
201	edumgt/AI-Korean-Medi-RAG AI Hub ML 데이타 연동	17	Experimental	1	Python
202	Farhaj499/Multi_AI_Agent_with_RAG_and_WikiSearch This project demonstrates the integration of multiple AI agents using...	17	Experimental	1	Jupyter Notebook
203	sparkup/rag-assisted-chess-agent An agent-assisted chess analysis system combining Stockfish, RAG, and a...	17	Experimental	6	JavaScript
204	makr-code/VCC-Veritas Veritas Scientific Research Platform - AI-powered scientific research with...	17	Experimental	—	Python
205	8sylla/nlp-agent-ai A next-generation customer support agent capable of reasoning, maintaining...	17	Experimental	—	TeX
206	jrrwll/tinyrag A Tiny Agent Workflow AI Application	17	Experimental	—	—
207	nishchaysinha/monkey-graphs a solution for automatically building graphs/graphrags using openapi specs	17	Experimental	—	Python
208	chongliujia/base_agent_engineering High-performance Retrieval-Augmented Generation (RAG) service based on...	17	Experimental	—	Python
209	zumermalik/Fathom-RAG-Adapter Fathom RAG Adapter is an autonomous retrieval-intelligence layer that...	17	Experimental	—	Python
210	abhijeetashri/rag-agent An enterprise level, production-ready RAG system	17	Experimental	—	Python
211	llFireHawkll/domain-rag Agentic RAG workflow purposely build for domain specific search task with...	17	Experimental	1	Python
212	reddybharat/agentic-rag An agentic graph-based Retrieval-Augmented Generation (RAG) system for...	17	Experimental	5	Python
213	PiggyAndrew/agentic_rag rag	17	Experimental	2	JavaScript
214	GuillaumeZahnd/agentic-hybrid-retrieval Agentic Hybrid Retrieval	17	Experimental	—	Python
215	edcalderin/elysia-agentic-rag-app This demo presents Elysia, an open-source framework for building agentic RAG...	16	Experimental	3	—
216	ettysekhon/modern-wisdom-llm-native-pipeline Modern Wisdom AI RAG Pipeline	16	Experimental	4	Jupyter Notebook
217	NI3singh/IIT-Kharagpur-Data-Science-Hackathon-Submission A multi-agent AI system for verifying whether fictional character...	16	Experimental	1	Python
218	kabots-code/ia-rag-agent Prova de concepte de un IA-Agent tipus RAG enraonat per Ollama	15	Experimental	2	Batchfile
219	liunian-Jay/CoCoA [Under Review] CoCoA: Collaborative Chain-of-Agents for Parametric-Retrieved...	15	Experimental	21	Python
220	ShafqaatMalik/agentic_rag_system Autonomous RAG system with self-correcting retrieval, hallucination...	15	Experimental	—	Python
221	Devashish-Mishra-2003/NovusAI An advanced 7-agent orchestration framework powered by Llama 70B that...	15	Experimental	2	Python
222	burgerman/smart_zoning_agent The Smart Zoning Agent is an autonomous multi-agent RAG system that...	15	Experimental	1	—
223	klaubeer/vertice-ai Atendimento autônomo inteligente com RAG avançado, orquestração multi-agente...	15	Experimental	1	Python
224	donat-konan33/google-drive-agentic-rag Development of an agentic Retrieval-Augmented Generation (RAG) system for...	14	Experimental	1	Python
225	JustUzair/Tessera-RAG-AI Tessera fragments your knowledge into searchable chunks and reassembles them...	14	Experimental	—	TypeScript
226	nhatcoi/lawrag LawRAG – Retrieval‑Augmented Generation system for legal documents. Provides...	14	Experimental	1	TypeScript
227	Dreamt0511/RAG_and_Agent_practice 大模型应用开发学习笔记，不定时更新	14	Experimental	—	Python
228	gmx369x/ai-agents-rag AI agent and RAG experiments — Agentic web search, ocument Q&A with...	14	Experimental	—	Jupyter Notebook
229	Krishnanand2517/rag-doc-agent A document and webpage query assistant using RAG.	14	Experimental	—	Python
230	prasannalakshmi01/Agentic-RAG Agentic RAG system using LangGraph with LLM-based routing, self-correction,...	14	Experimental	—	Python
231	DIVYANSH-TEJA-09/telugu-agentic-rag Multi-agent RAG system for high-quality Telugu story generation — Planner →...	14	Experimental	—	Python
232	Bishwash-007/automerge_server RAG Server for automerge AI	14	Experimental	—	Python
233	infraax/vectorax Fully local agentic AI for the Anki Vector robot ecosystem — LangGraph RAG,...	14	Experimental	—	Python
234	MSI-DEV/local-rag-researcher-deepseek Local RAG researcher agent built using Langgraph, DeepSeek R1 and Ollama	14	Experimental	—	Python
235	dmilic1/AbsoluteCinema A RAG-powered movie agent combining local semantic search with GPT-5.4 Nano...	14	Experimental	—	Python
236	Yaeli6858/agent-docs-rag An advanced Event-Driven RAG system designed to aggregate, index, and...	14	Experimental	—	Python
237	sohanmaheshwar/agentic-rag-authorization Fine-grained authorization in Agentic RAG, using SpiceDB, LangChain,...	14	Experimental	1	Python
238	Akansha051991/AI_Research_Agent-LangGraph-RAG An agentic RAG interface built with LangGraph and Groq for ultra-fast...	14	Experimental	1	Python
239	Gerardo1909/causalito Causalito - Agente RAG orientado al campo de la inferencia bayesiana causal....	14	Experimental	1	Python
240	ltphen/Neural-drive AI-native document workspace with vector-indexed storage, semantic search,...	14	Experimental	1	Python
241	Ayush-iitkgp/legal-multi-agent-rag ContractClarity is an AI-powered legal intelligence interface that...	14	Experimental	—	HTML
242	williammoreschi/rag-culto Sistema RAG para processar cultos e responder perguntas com base no conteúdo real	14	Experimental	—	TypeScript
243	mahmoudsamy7729/agentic-rag A clean, modular implementation of an Agentic RAG (Retrieval-Augmented...	14	Experimental	—	Python
244	Mogalina/algorithmic-reasoning-language-model A system for algorithmic education that focuses on reasoning, adaptive...	14	Experimental	—	Python
245	mrudu10/RAG-based-ProductAnalyzer RAG application developed for Product Managers to perform Market Fit analysis	14	Experimental	1	—
246	gian-gg/dual-source-agentic-rag A TypeScript implementation of Dual-Source Agentic RAG. Uses cyclic state...	14	Experimental	1	TypeScript
247	nidhijain16/AgentEval-Latency-Suite A production-grade benchmarking suite for RAG agents, tracking P99 latency...	13	Experimental	—	Python
248	LucaSamore/Mixture-of-Doctors An agentic-RAG system for self-management of chronic diseases	13	Experimental	3	Python
249	markneilpascual/deepseek_langgraph LangGraph RAG pipeline using DeepSeek‑V2 (67B) via Hugging Face Transformers.	13	Experimental	8	Python
250	jagannadharao8/ai-research-agent Autonomous AI Research Agent with RAG, Citation Tracking, Hallucination...	13	Experimental	—	Python
251	OmarEhab007/bmc-remedy-rag-agent On-premise RAG agent for BMC Remedy ITSM with local embeddings and semantic...	13	Experimental	—	Java
252	felipelapadn/Assistente-Pesquisa-Cientifica O projeto surgiu da ideia de me ajudar a descobrir novas técnicas para...	13	Experimental	—	Jupyter Notebook
253	rahulsamant37/agentic_rag_crewai A powerful Retrieval-Augmented Generation (RAG) system built with CrewAI...	13	Experimental	—	Python
254	developer-shubham101/ai_engineer A production-ready, multi-provider Enterprise RAG (Retrieval-Augmented...	13	Experimental	—	Python
255	surajvid/agentic-support-triage Production-grade Agentic AI Support Triage System with HITL, RAG, Monitoring...	13	Experimental	—	Python
256	duck-lint/local-agent Local LLM + RAG knowledge assistant with structured ingestion, typed...	13	Experimental	—	Python
257	ameenqureshi-13/agentic-rag-system Agentic RAG system built with FastAPI, LangChain, ChromaDB and HuggingFace...	13	Experimental	—	Python
258	umair801/rag_knowledge_agent Enterprise RAG system — instant answers from 10,000+ documents. GPT-4o-mini...	13	Experimental	—	Python
259	TalesHenri/rag-agentes-ia Projeto prático de RAG e agentes de IA com LangChain, Groq e LangGraph...	13	Experimental	—	Python
260	Loki-Silvres/MARS MARS is an Agentic RAG (Retrieval-Augmented Generation) pipeline designed to...	13	Experimental	2	—
261	etendra2501/Sporo-Health-RAG-Crew-Agent This project demonstrates a Retrieval-Augmented Generation (RAG) application...	13	Experimental	—	Jupyter Notebook
262	AbdulSametTurkmenoglu/agentic_rag Agentic RAG Pipeline (Planner RAG)	13	Experimental	2	Python
263	Parth942/solargraph-ai Provide precise, traceable answers on photovoltaic materials using a...	13	Experimental	—	—
264	tk-yasuno/agentic-retrieval-strategy Retrieval-Augmented Generation (RAG) systems with Agentic capabilities,...	13	Experimental	—	Python
265	hunghung1122/rag_agent 🚀 Build a Retrieval-Augmented Generation pipeline with LangGraph, Ollama,...	13	Experimental	—	Python
266	p1sangmas/CollabGPT-public CollabGPT - AI Agent for Real-Time Team Collaboration in Documents	13	Experimental	—	Python
267	loloyiy/agentic-rag 📄 Enable smart document and data search with AI-powered chat, vector search,...	13	Experimental	—	Python
268	hassanaziz0012/rag-agent I'm building a RAG and learning as I go.	13	Experimental	—	CSS
269	strewerwer/agentic-rag-framework 🔍 Enhance retrieval with the Agentic RAG Framework for hybrid search, query...	13	Experimental	—	HTML
270	VicoErv/agentic-rag-arena High-performance AI debate engine powered by LangGraph, ChromaDB, and...	13	Experimental	—	—
271	hithesh-mr/harry-potter-qna-with-cognee Exploring How Cognee's Knowledge Graphs Can Answer Questions About the Harry...	13	Experimental	—	Jupyter Notebook
272	Abdo-Mohammed-10/KnowledgeFlow_RAG_Haystack ✨ Adaptive AI assistant with RAG + web search fallback + agentic routing 🌐📚 ...	13	Experimental	—	Jupyter Notebook
273	klkbtw/acg_protocol 🛠️ Enhance RAG systems with ACG to reduce hallucinations in LLM responses by...	13	Experimental	—	Python
274	JonahWhaler/my_e-invoice_agent Implement RAG-based agent that answer e-invoice related question with...	13	Experimental	—	Python
275	datta306/agentic-governed-genai-lakehouse Governed GenAI analytics agent with RAG, RBAC, audit logging, and anomaly monitoring	13	Experimental	—	Python
276	miharcan/signal-aware-rag Signal-aware Retrieval-Augmented Generation (RAG) with knowledge graph...	13	Experimental	—	Python
277	iSathyam31/AegisRAG Role-based RAG system that delivers relevant knowledge from documents...	13	Experimental	—	Python
278	justinlietz93/agent_vector_memory A basic RAG tool using Ollama embedding agents and Qdrant. Used to improve...	13	Experimental	—	Python
279	crazyyoung20/railway-agent 基于RAG+ Agent+Self-Reflection的铁路中转方案规划系统	13	Experimental	—	Python
280	Malikabriq/rag_agent “A graph-based Retrieval-Augmented Generation (RAG) agent built with...	13	Experimental	2	Python
281	SJ9VRF/Multi-Agent-RAG Multi-agent RAG system using AutoGen for document-focused tasks in medical...	13	Experimental	12	Python
282	rehison0-max/rag-ai-system Build an AI QA system that retrieves relevant data from documents to...	13	Experimental	—	Python
283	aasherkamal216/Asistec_Agentic_RAG_System The Asistec RAG Chatbot Backend is a high-performance system designed to...	13	Experimental	—	Jupyter Notebook
284	kalyani-25/graph-based-rag-autonomous-agent Graph-based RAG autonomous agent with dynamic task decomposition, multi-LLM...	13	Experimental	—	Python
285	AdamMes/pokemon-agentic-rag Agentic RAG Assistant using Flask, FAISS, and Pandas. Features a dynamic...	13	Experimental	—	HTML
286	signalreason/signalreason.com Signal & Reason designs, builds, and deploys LLM workflows, RAG pipelines,...	13	Experimental	—	HTML
287	Hasan8123/Agentic-RAG-with-LangGraph-AI-Blog-Search This project is a Streamlit-based AI search engine that uses Agentic...	13	Experimental	—	Python
288	thuonglbl/IT-agent Enterprise-scale Atlassian to a free on-premises GLPI migration. Features an...	13	Experimental	—	Python
289	Premkumar9799817360/Autonomous-AgentRAG- Autonomus-AgentRAG	13	Experimental	—	Python
290	RafiaAlice/legal-agentic-rag Multi-Agent Jurisdiction-Aware Legal RAG system using LangGraph, ChromaDB,...	13	Experimental	—	Jupyter Notebook
291	Gen9oooooo/rag-assisted-chess-agent ♟️ Build an intelligent chess assistant that enhances gameplay with analysis...	13	Experimental	—	JavaScript
292	davidkern13/multi-agent-rag-gpt 🚀 Multi-Agent RAG Retrieval System	13	Experimental	—	Python
293	Nibir1/Axiom A Green AI Knowledge Governance Engine for Enterprise RAG. Features...	13	Experimental	—	Python
294	Pratik25priyanshu20/ARKIS-Agentic-RAG A conservative, agentic RAG system with evidence-bounded synthesis, citation...	13	Experimental	—	Python
295	ilyas-hassan/biotech-intel Production-grade ML platform for biotech research intelligence. Multi-agent...	13	Experimental	—	Python
296	krutipandy/Production-Ready_RAG_AI_Agent A robust, production-grade Retrieval-Augmented Generation (RAG) application...	13	Experimental	—	Python
297	kaushiknd/Multi-Hop-RAG-System-with-Multi-Agent-Workflow A Multi-Hop Retrieval Augmented Generation (RAG) system with Multi-Agent...	13	Experimental	—	Python
298	dna-witch/cell-culture-Agentic-RAG A custom Agentic Retrieval-Augmented Generation (RAG) model that is an...	13	Experimental	—	Python
299	ara-5/Genai-rag-agent Local GenAI RAG (Retrieval-Augmented Generation) application that allows...	13	Experimental	—	Python
300	azizul-c/FleetView FleetView helps auto owners and fleet managers stay on top of recalls...	12	Experimental	4	JavaScript
301	libraryofcelsus/Agentic_RAG Agentic Rag with Customizable Sub-Agents.	12	Experimental	1	Python
302	march038/RAG-Retail-Inventory-Agent Use a RAG Langchain agent that connects to your supermarket's inventory...	12	Experimental	6	Python
303	aldensiol/agent-visualiser A Visual and Interactive tool to learn and explore Hybrid RAG (Vector +...	12	Experimental	5	Jupyter Notebook
304	wenzhaoabc/waragent Historical War Simulation Based on LLM and KG.	12	Experimental	6	Python
305	Ravevx/Multi-Agent-Research-Paper-to-Codebase-Pipeline Automatically turns research papers into fully structured Python projects....	12	Experimental	1	Python
306	NaveenKumar075/Agentic_RAG Agentic RAG using CrewAI & Agno (PhiData)	12	Experimental	1	Jupyter Notebook
307	TAM-DS/OWASP-LLM-Attack-Surface-2025-Edition- This dashboard maps the full OWASP LLM vulnerability landscape, showing...	12	Experimental	1	—
308	AndrewKM210/code-search-engine Self-Correcting RAG Agent for code synthesis, featuring an observable...	12	Experimental	1	Jupyter Notebook
309	Amsterdam-AI-Team/citizen-signals-rag-chatbot-system Repo for experiments with Agentic RAG support for citizens reporting issues	12	Experimental	1	Python
310	Samanvith1404/Intent-Aware-Multi-Stage-RAG-Reasoning-System An applied AI system using LLM routing, hybrid retrieval, and structured...	12	Experimental	1	Python
311	divyeshmutha12/AI-Research-Assistant An AI-powered Multi-Agent Research Assistant built with Generative AI,...	12	Experimental	3	Python
312	qoli/RAG_Commit_Agent SwiftUI app that uses local RAG over git diffs to help generate commit...	11	Experimental	4	Swift
313	framara97/agentic-rag-lab Agentic RAG system built with Amazon Bedrock and Strands Agents, featuring...	11	Experimental	—	Python
314	vansh-khaneja/RAG-using-LangGraph-Agents This Repository will guide you in building an Agentic RAG application using...	11	Experimental	3	Jupyter Notebook
315	Pavansomisetty21/Agentic-RAG In this we implement Agentic Retrieval Augmented Generation	11	Experimental	—	Jupyter Notebook
316	aemal/rag-killer A tool that analyzes your content to determine if you need a RAG pipeline or...	11	Experimental	3	TypeScript
317	pierreolivierbinet/rl-coach-agent RL Coach Agent : RAG Pipeline live to analyze Rocket League matches. Built...	11	Experimental	—	Python
318	SannidhyaDas/DeepPolicy-RAG-Agent Designed a RAG-Agent with search capability which can help company employees...	11	Experimental	—	Python
319	The-iyed/RAG-gatway-service RAG Gateway Service 🚪🤖: FastAPI gateway that auto-detects query topics using...	11	Experimental	2	Python
320	earl562/PlotLot AI-powered real estate zoning analysis agent — assess lot dimensions, zoning...	11	Experimental	—	Python
321	GHS-AI-CLUB/Guardian-RAG-AI An AI RAG Agent powered by a ChormaDB Backend and Meta Llama3	11	Experimental	—	Jupyter Notebook
322	RuchirS-spec/Courtroom-Clash Simulate a courtroom battle between two AI agents—a meticulous prosecutor...	11	Experimental	2	—
323	Lumen-Laboratory/Soyo Realtime LLMs without RAG. 🌌	11	Experimental	—	—
324	sakhileln/GitHub-AI-Agent A simple AI agent within Python using Retrieval Augmented Generation (RAG)...	11	Experimental	—	Python
325	waleedbin20/AI-Policy-RAG This is a policy agentic rag system which is customized to run locally	10	Experimental	1	Python
326	Am4nn/Codebase-Intelligence-RAG-Agent Codebase Q&A over local projects using LangChain + LangGraph + Chroma.	10	Experimental	1	Python
327	Vedant-1012/Hallucination-Mitigation-Agentic-PipeLine A research framework using Google's ADK to compare RAG, CoT, and...	10	Experimental	1	Python
328	code-raushan/langgraph-agents LangGraph based RAG system. Uses Llama 3.2:3b model ( Ollama and Groq's).	10	Experimental	2	TypeScript
329	lookmohan/multi-agent-healthcare-rag-langgraph A confidence-aware multi-agent RAG system for healthcare queries using...	10	Experimental	1	Jupyter Notebook
330	malhotraarshdeepsingh/RAGOfGold Writing down a agentic rag for very first time	10	Experimental	1	JavaScript
331	thaismenegaldi/Web-RAG-Agent 🧙‍♂️ A LangGraph-based agent that answers questions using a FAISS vector...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

ragflow and cognita (69 vs 55) ragflow and agentic-rag-for-dummies (69 vs 64) ragbits and ragflow (74 vs 69) ragflow and Controllable-RAG-Agent (69 vs 51) ragflow and oreilly-retrieval-augmented-gen-ai (69 vs 51) ragflow and context-aware-rag (69 vs 53) agentic-rag-for-dummies and cognita (64 vs 55) ragbits and cognita (74 vs 55) cognita and Controllable-RAG-Agent (55 vs 51) cognita and agentic-rag (55 vs 50)