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 20 agentic rag systems tools tracked. The highest-rated is dappros/rag_demos at 34/100 with 1 stars.

Get all 20 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	dappros/rag_demos Examples of RAG (Retrieval-Augmented Generation) with Ethora, LangChain, and...	34	Emerging	1	Python
2	beauseant/patchwork pAtChWoRK is system that combines traditional NLP and LLMs to extract,...	26	Experimental	1	Jupyter Notebook
3	davicqueiroz/claude-rag-skills 🛠️ Build, audit, and optimize RAG systems efficiently with professional...	26	Experimental	1	—
4	MrSpecks/Kagiso-Dev-Portfolio The Personal Portfolio RAG Agent is a live, production-ready demonstration...	26	Experimental	1	TypeScript
5	Krish-afk-bot/narrative-consistency-verifier Constraint-based AI system for verifying character backstory consistency in...	21	Experimental	—	Python
6	multimindlab/multimindlab Unified SDK for Fine-Tuning, RAG, and Agent Orchestration	18	Experimental	1	—
7	maxwellamaral/banco-dados-vetorial O projeto é ideal para quem deseja entender os fundamentos por trás de...	17	Experimental	2	Jupyter Notebook
8	agent-sh/agent-knowledge Research guides and RAG indexes for AI agent development	14	Experimental	1	Shell
9	alfasmartagency-droid/rag-doctor Diagnose and debug Retrieval Augmented Generation pipelines by analyzing...	14	Experimental	—	—
10	eibrunodev/axiom-rag Build a reliable Retrieval-Augmented Generation pipeline that ingests...	14	Experimental	—	—
11	RandolphWilliam/RandolphWilliam Profile README	14	Experimental	—	—
12	Hali-creater/The-RAG-Knowledge-Base-Agent A Retrieval-Augmented Generation (RAG) agent that combines semantic search...	14	Experimental	—	Python
13	vinnybellack/PromptWeaver-RAG-Edition PromptWeaver: RAG Edition helps design effective prompts for Traditional,...	13	Experimental	5	—
14	Pulpoide/MultiAgent-Hybrid-RAG Advanced Semantic RAG system featuring an intent-based orchestrator....	13	Experimental	—	Python
15	msfalif404/agentic-scholarship-backend An agentic scholarship assistant backend built with FastAPI and LangGraph....	13	Experimental	—	Jupyter Notebook
16	Prime-victor/Kenya-Travel-Rag A Travel & Tourism Retrieval-Augmented Generation (RAG) system that answers...	13	Experimental	—	—
17	hwan6615/RAG-Agent-Demo 이 프로젝트는 OpenAI의 Function Calling 기능과 RAG(검색 증강 생성) 기술을 결합하여, 수많은 도구 라이브러리 중...	13	Experimental	—	Python
18	moymoytoto/shodhRAG Build a local-first AI assistant using retrieval-augmented generation,...	13	Experimental	—	—
19	MrEttore/rag-avatar-ettore-marangon Personal RAG avatar agent that answers in my voice using a private,...	13	Experimental	—	TypeScript
20	kchia/gaming-research-agent-ai A production-oriented research agent utilizing RAG and semantic search to...	11	Experimental	—	Jupyter Notebook