All RAG Tools

11,167 tools ranked by quality score

Showing 1–100 of 11,167

#	Tool	Score	Tier	Category	Stars	Language
1	langchain-ai/langgraph Build resilient language agents as graphs.	86	Verified	langchain-langgraph-orchestration	26,286	Python
2	langchain-ai/langchain The agent engineering platform	85	Verified	langchain-langgraph-orchestration	129,354	Python
3	run-llama/llama_index LlamaIndex is the leading document agent and OCR platform	84	Verified	local-rag-frameworks	47,631	Python
4	deepset-ai/haystack Open-source AI orchestration framework for building context-engineered,...	82	Verified	agentic-workflow-orchestration	24,487	MDX
5	ibbybuilds/aegra Open source LangGraph Platform alternative - Self-hosted AI agent backend...	81	Verified	langgraph-agent-systems	687	Python
6	chonkie-inc/chonkie 🦛 CHONK docs with Chonkie ✨ — The lightweight ingestion library for fast,...	80	Verified	document-chunking	3,829	Python
7	kreuzberg-dev/kreuzberg A polyglot document intelligence framework with a Rust core. Extract text,...	79	Verified	file-content-extraction	6,689	Rust
8	PaddlePaddle/PaddleOCR Turn any PDF or image document into structured data for your AI. A powerful,...	79	Verified	file-content-extraction	72,167	Python
9	comet-ml/opik Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic...	78	Verified	llm-observability-platforms	18,211	Python
10	LearningCircuit/local-deep-research Local Deep Research achieves ~95% on SimpleQA benchmark (tested with...	77	Verified	academic-research-rag	4,142	Python
11	modelscope/evalscope A streamlined and customizable framework for efficient large model (LLM,...	77	Verified	rag-evaluation-benchmarking	2,501	Python
12	neo4j/neo4j-graphrag-python Neo4j GraphRAG for Python	77	Verified	graph-database-rag	1,074	Python
13	llmware-ai/llmware Unified framework for building enterprise RAG pipelines with small,...	77	Verified	llm-fine-tuning-optimization	14,864	Python
14	langbot-app/LangBot Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台. 提供...	76	Verified	local-ai-workstations	15,548	Python
15	mindsdb/mindsdb Query Engine for AI Analytics: Build self-reasoning agents across all your live data	75	Verified	text-to-sql-rag	38,697	Python
16	ax-llm/ax The pretty much "official" DSPy framework for Typescript	75	Verified	rag-curated-resources	2,465	TypeScript
17	dynamiq-ai/dynamiq Dynamiq is an orchestration framework for agentic AI and LLM applications	75	Verified	multi-agent-orchestration	1,035	Python
18	MemoriLabs/Memori SQL Native Memory Layer for LLMs, AI Agents & Multi-Agent Systems	75	Verified	agent-memory-systems	12,351	Python
19	volcengine/OpenViking OpenViking is an open-source context database designed specifically for AI...	74	Verified	agent-memory-systems	7,606	Python
20	eosphoros-ai/DB-GPT AI Native Data App Development framework with AWEL(Agentic Workflow...	74	Verified	multi-agent-orchestration	18,253	Python
21	deepsense-ai/ragbits Building blocks for rapid development of GenAI applications	74	Verified	agentic-rag-systems	1,627	Python
22	microsoft/graphrag A modular graph-based Retrieval-Augmented Generation (RAG) system	73	Verified	graph-database-rag	31,429	Python
23	labring/FastGPT FastGPT is a knowledge-based platform built on the LLMs, offers a...	73	Verified	personal-assistant-rag	27,361	TypeScript
24	xerrors/Yuxi 结合知识库管理的 Agent Harness 平台。 An agent harness that integrates a LightRAG...	73	Verified	langraph-production-agents	4,691	Python
25	gyorilab/indra INDRA (Integrated Network and Dynamical Reasoning Assembler) is an automated...	71	Verified	legal-document-processing	205	Python
26	pipeshub-ai/pipeshub-ai PipesHub is a fully extensible and explainable workplace AI platform for...	71	Verified	langraph-production-agents	2,711	Python
27	ageerle/ruoyi-ai 面向企业级市场的一站式AI应用开发框架，支持多厂商大模型统一接入与管理，具备安全可控的企业知识库与高精度检索优化能力，提供可视化流程编排、自主决策智能体与...	71	Verified	spring-boot-rag-apps	4,898	Java
28	BidingCC/BuildingAI AI时代的WordPress，东半球首个积木式AI应用搭建系统，人人都可免费搭建自己的AI应用系统，例如企业智能体系统、AI漫剧系统、AI论文学术系统、AI客服系统...	71	Verified	multi-agent-orchestration	1,384	TypeScript
29	Deodat-Lawson/LaunchStack AI-powered StartUp Accelerator Engine built with Next.js, LangChain,...	70	Verified	fullstack-ai-monorepos	788	JavaScript
30	ZhuLinsen/daily_stock_analysis LLM驱动的 A/H/美股智能分析器，多数据源行情 + 实时新闻 + Gemini 决策仪表盘 + 多渠道推送，零成本，纯白嫖，定时运行	70	Verified	financial-intelligence-rag	19,349	Python
31	xerrors/Yuxi-Know 结合LightRAG 知识库的知识图谱智能体平台。 An agent platform that integrates a LightRAG...	70	Verified	langraph-production-agents	4,533	Python
32	open-webui/open-webui User-friendly AI Interface (Supports Ollama, OpenAI API, ...)	70	Verified	local-ai-workstations	126,989	Python
33	onyx-dot-app/onyx Open Source AI Platform - AI Chat with advanced features that works with every LLM	70	Verified	personal-knowledge-management	17,848	Python
34	Future-House/paper-qa High accuracy RAG for answering questions from scientific documents with citations	70	Verified	pdf-rag-qa-systems	8,264	Python
35	khoj-ai/khoj Your AI second brain. Self-hostable. Get answers from the web or your docs....	70	Verified	personal-knowledge-management	33,375	Python
36	Hawksight-AI/semantica Semantica 🧠 — A framework for building semantic layers, context graphs, and...	70	Verified	graph-database-rag	836	Python
37	HKUDS/LightRAG [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"	70	Verified	retrieval-ranking-fusion	29,302	Python
38	The-Pocket/PocketFlow Pocket Flow: 100-line LLM framework. Let Agents build Agents!	69	Established	workflow-automation-platforms	10,190	Python
39	mem0ai/mem0 Universal memory layer for AI Agents	69	Established	agent-memory-systems	49,646	Python
40	infiniflow/ragflow RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine...	69	Established	agentic-rag-systems	74,911	Python
41	nageoffer/ragent RAG综合智能体 - 基于Spring Boot的智能文档处理与检索系统，集成向量数据库，拥有智能问答、知识库、会话记忆、深度思考等功能	69	Established	spring-boot-rag-apps	589	Java
42	dataease/SQLBot 🔥 基于大模型和 RAG 的智能问数系统，对话式数据分析神器。Text-to-SQL Generation via LLMs using RAG.	68	Established	text-to-sql-rag	5,672	JavaScript
43	aws-samples/generative-ai-use-cases Application implementation with business use cases for safely utilizing...	68	Established	aws-bedrock-rag-implementations	1,296	TypeScript
44	Tencent/WeKnora LLM-powered framework for deep document understanding, semantic retrieval,...	68	Established	research-paper-rag	13,362	Go
45	Snailclimb/interview-guide 基于 Spring Boot 4.0 + Java 21 + Spring AI + PostgreSQL + pgvector + RustFS +...	68	Established	spring-boot-rag-apps	934	Java
46	raphaelmansuy/edgequake High-performance GraphRAG inspired from LightRag written in Rust	68	Established	high-performance-vector-search	1,539	Rust
47	NVIDIA-AI-Blueprints/rag This NVIDIA RAG blueprint serves as a reference solution for a foundational...	68	Established	academic-research-rag	500	Python
48	Bessouat40/RAGLight RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It...	68	Established	rag-quality-assurance	655	Python
49	FalkorDB/GraphRAG-SDK Build fast and accurate GenAI apps with GraphRAG SDK at scale.	68	Established	graph-database-rag	584	Python
50	rllm-org/rllm Democratizing Reinforcement Learning for LLMs	68	Established	reinforcement-learning-frameworks	5,219	Python
51	MODSetter/SurfSense Open source alternative to NotebookLM for teams. Join our Discord:...	67	Established	personal-knowledge-management	13,234	Python
52	codexu/note-gen A cross-platform Markdown AI note-taking software.	67	Established	personal-knowledge-management	11,062	TypeScript
53	HKUDS/DeepTutor "DeepTutor: AI-Powered Personalized Learning Assistant"	67	Established	educational-learning-rag	10,682	Python
54	Deodat-Lawson/PDR_AI_v2 AI-powered StartUp Accelerator Engine built with Next.js, LangChain,...	67	Established	fullstack-ai-monorepos	788	JavaScript
55	zjunlp/LightMem [ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation	67	Established	agent-memory-systems	677	Python
56	sansan0/TrendRadar ⭐AI-driven public opinion & trend monitor with multi-platform aggregation,...	67	Established	news-aggregation-mcp	48,648	Python
57	yfedoseev/pdf_oxide The fastest PDF library for Python and Rust. Text extraction, image...	67	Established	file-content-extraction	421	Rust
58	Marker-Inc-Korea/AutoRAG AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG)...	67	Established	rag-techniques-frameworks	4,609	Python
59	agentset-ai/agentset The open-source RAG platform: built-in citations, deep research, 22+ file...	67	Established	agentic-workflow-orchestration	1,913	TypeScript
60	beir-cellar/beir A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate...	67	Established	retrieval-ranking-fusion	2,105	Python
61	NirDiamant/RAG_Techniques This repository showcases various advanced techniques for...	67	Established	rag-framework-toolkits	25,887	Jupyter Notebook
62	onestardao/WFGY WFGY: open-source reasoning and debugging infrastructure for RAG and AI...	67	Established	hallucination-detection-rag	1,620	Jupyter Notebook
63	zhimaAi/chatwiki ChatWiki 微信公众号的AI知识库工作流Agent平台，RAG大模型AI客服机器人，致力于成为垂直领域的coze、n8n。	66	Established	fullstack-ai-assistants	1,805	Vue
64	any4ai/AnyCrawl AnyCrawl 🚀: A Node.js/TypeScript crawler that turns websites into LLM-ready...	66	Established	web-to-markdown-rag	2,763	TypeScript
65	getzep/graphiti Build Real-Time Knowledge Graphs for AI Agents	66	Established	graph-database-rag	23,665	Python
66	vitali87/code-graph-rag The ultimate RAG for your monorepo. Query, understand, and edit...	66	Established	retrieval-augmented-generation	2,072	Python
67	ItzCrazyKns/Vane Vane is an AI-powered answering engine.	66	Established	self-hosted-rag-platforms	32,868	TypeScript
68	HKUDS/RAG-Anything "RAG-Anything: All-in-One RAG Framework"	66	Established	retrieval-ranking-fusion	14,187	Python
69	WangRongsheng/awesome-LLM-resources 🧑‍🚀 全世界最好的LLM资料总结（多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1...	66	Established	llm-learning-resources	7,703	—
70	vanna-ai/vanna 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs...	66	Established	text-to-sql-rag	22,954	Python
71	cactus-compute/cactus Low-latency AI engine for mobile devices & wearables	66	Established	local-ai-workstations	4,430	C
72	dataelement/bisheng BISHENG is an open LLM devops platform for next generation Enterprise AI...	66	Established	multi-agent-orchestration	11,189	TypeScript
73	MemTensor/MemOS AI memory OS for LLM and Agent systems(moltbot,clawdbot,openclaw), enabling...	66	Established	agent-memory-systems	6,790	Python
74	crmne/ruby_llm One beautiful Ruby API for OpenAI, Anthropic, Gemini, Bedrock, Azure,...	66	Established	llm-orchestration-platforms	3,718	Ruby
75	ConardLi/easy-dataset A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval	66	Established	self-hosted-rag-platforms	13,613	JavaScript
76	VectorInstitute/fed-rag A framework for fine-tuning retrieval-augmented generation (RAG) systems.	65	Established	rag-framework-toolkits	141	Python
77	SamurAIGPT/llm-wiki-agent A personal knowledge base that builds and maintains itself. Drop in sources...	65	Established	—	1,234	Python
78	gusye1234/nano-graphrag A simple, easy-to-hack GraphRAG implementation	65	Established	graph-database-rag	3,721	Python
79	derisk-ai/OpenDerisk AI-Native Risk Intelligence Systems, OpenDeRisk——Your application system...	65	Established	financial-intelligence-rag	875	Python
80	opendataloader-project/opendataloader-pdf PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.	65	Established	file-content-extraction	1,958	Java
81	felladrin/MiniSearch Minimalist web-searching platform with an AI assistant that runs directly...	65	Established	codebase-chat-rag	548	TypeScript
82	OpenBMB/UltraRAG A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines	65	Established	rag-starter-projects	5,459	Python
83	agentscope-ai/ReMe ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.	65	Established	agent-memory-systems	2,185	Python
84	Arindam200/awesome-ai-apps A collection of projects showcasing RAG, agents, workflows, and other AI use cases	64	Established	autonomous-agent-frameworks	9,223	Python
85	Azure-Samples/serverless-chat-langchainjs Build your own serverless AI Chat with Retrieval-Augmented-Generation using...	64	Established	production-rag-systems	856	TypeScript
86	GiovanniPasq/agentic-rag-for-dummies A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented...	64	Established	agentic-rag-systems	2,743	Jupyter Notebook
87	SylphAI-Inc/AdalFlow AdalFlow: The library to build & auto-optimize LLM applications.	64	Established	llm-learning-resources	4,068	Python
88	kreuzberg-dev/html-to-markdown High performance and CommonMark compliant HTML to Markdown converter....	64	Established	web-to-markdown-rag	565	HTML
89	curiousily/AI-Bootcamp Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama,...	64	Established	ai-engineering-fundamentals	830	Jupyter Notebook
90	moyangzhan/langchain4j-aideepin 基于AI的工作效率提升工具（聊天、绘画、知识库、工作流、 MCP服务市场、语音输入输出、长期记忆） \| Ai-based productivity...	64	Established	spring-boot-rag-apps	1,196	Java
91	weAIDB/CrackSQL LLM-based Dialect Translation System	64	Established	text-to-sql-rag	78	Python
92	emarco177/langchain-course A project-based course repository for developing AI agents using LangChain...	64	Established	langchain-langgraph-orchestration	1,204	—
93	datawhalechina/hello-agents 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程	63	Established	ai-engineering-fundamentals	27,246	Python
94	GoogleCloudPlatform/cymbal-air-toolbox-demo Demo of a customer service agent (Cymbal Air) using LangGraph, Tools, and...	63	Established	ecommerce-agent-systems	318	Python
95	chopratejas/headroom The Context Optimization Layer for LLM Applications	63	Established	context-packaging-systems	724	Python
96	EverMind-AI/EverOS A memory OS that makes your OpenClaw agents more personal while saving tokens.	63	Established	—	3,561	Python
97	Canner/WrenAI ⚡️ GenBI (Generative BI) queries any database in natural language, generates...	63	Established	text-to-sql-rag	14,600	TypeScript
98	langroid/langroid Harness LLMs with Multi-Agent Programming	63	Established	ai-engineering-fundamentals	3,927	Python
99	xynehq/xyne AI-first Search & Answer Engine for work. Open-source alternative to Glean.	63	Established	codebase-chat-rag	659	TypeScript
100	LazyAGI/LazyLLM Easiest and laziest way for building multi-agent LLMs applications.	63	Established	llm-learning-resources	3,747	Python

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