Trending RAG Tools

Tools with the biggest quality score improvements over the last 8 days.

#	Tool	Change	Score	Tier	Category	Stars
1	anulum/director-ai Real-time LLM hallucination guardrail — NLI + RAG fact-checking with...	+17	41	Emerging	hallucination-detection-rag	2
2	inference-stack-llc/electripy-studio Production-grade Python toolkit for AI product engineering — LLM gateway,...	+17	39	Emerging	ai-engineering-fundamentals	1
3	SonAIengine/graph-tool-call Graph DB-powered tool retrieval for smarter LLM tool calling — reduce token...	+17	41	Emerging	langraph-production-agents	2
4	RobertLD/libscope AI-powered knowledge base with MCP integration — query library docs,...	+17	41	Emerging	mcp-rag-servers	2
5	ixchio/ragbox-core RAG-in-a-Box: Zero-Configuration Self-Building Agentic RAG System	+16	40	Emerging	agentic-rag-systems	2
6	KimSeogyu/undocx Extract clean, structured Markdown from DOCX for LLM and RAG contexts.	+16	39	Emerging	web-to-markdown-rag	2
7	Thordata/thordata-firecrawl Thordata Firecrawl – Firecrawl-compatible web crawling & scraping API built...	+15	39	Emerging	web-to-markdown-rag	2
8	gibbrdev/gibsgraph Natural language to Neo4j — query and build knowledge graphs automatically	+15	52	Established	graph-database-rag	1
9	anyparser/anyparser_core Anyparser Python SDK for RAG/ETL Pipelines - File Content Extraction....	+15	39	Emerging	file-content-extraction	2
10	shibing624/graphrag-lite graphrag-lite, Lightweight GraphRAG implementation with openai API and...	+14	35	Emerging	graph-database-rag	2
11	thelebster/fusesearch Multi-source search aggregation tool that unifies retrieval across diverse...	+14	34	Emerging	mcp-rag-servers	1
12	glacy/evolutIA Evolutia es un motor de evaluación inteligente diseñado para educación...	+14	38	Emerging	educational-learning-rag	2
13	AnubhavChoudhery/cybersec-scanner A comprehensive, modular security scanning toolkit for detecting secrets,...	+13	42	Emerging	cybersecurity-soc-rag	2
14	dhaniverse/contrag ContRAG is a powerful library for building Retrieval-Augmented Generation...	+13	22	Experimental	graph-database-rag	2
15	krauhen/fRAGme This is a dockerized RAG FastAPI service with vector store handling.	+13	24	Experimental	fastapi-rag-backends	2
16	izikeros/rankflow Library for plotting multiple ranks evolved over processing steps - draw a...	+13	34	Emerging	retrieval-ranking-fusion	2
17	vezlo/assistant-chat Production-ready AI chat widget library and admin dashboard for SaaS...	+13	34	Emerging	production-rag-systems	2
18	SermetPekin/evdschat evdschat is an open-source Python package designed to enhance the evdspy...	+13	23	Experimental	pdf-chat-applications	1
19	Rohith-2/bm25-fusion An ultra-fast BM25 retriever with support for multiple variants and...	+12	38	Emerging	retrieval-ranking-fusion	2
20	BDHU/thinkagain A minimal RAG/agent orchestration framework	+12	33	Emerging	agentic-rag-systems	2
21	anyparser/anyparser_crewai Supercharge your AI workflows by combining Anyparser’s advanced content...	+12	23	Experimental	file-content-extraction	2
22	x0iv/hello-build-agent An autonomous DevOps assistant that clones any repo, indexes its docs to...	+12	25	Experimental	multi-agent-orchestration	2
23	peam-ai/peam Peam - AI that knows your website.	+12	33	Emerging	production-rag-systems	2
24	run-llama/llama_index LlamaIndex is the leading document agent and OCR platform	+12	97	Verified	local-rag-frameworks	47,631
25	julianVelandia/SimpleRAGHuggingFace Designed to implement retrieval-augmented generation systems. It uses...	+12	15	Experimental	rag-framework-toolkits	2
26	Jpickard1/BRAD-Enrichment Chain of Thought Gene Enrichment Report Generation	+12	15	Experimental	agentic-rag-systems	2
27	JakePIXL/Fluxative CLI tool to generate LLM context files from Git repositories.	+12	25	Experimental	context-packaging-systems	2
28	christopherkormpos/ragret Lightweight evaluation framework for Retrieval Augmented Generation systems,...	+12	29	Experimental	rag-evaluation-frameworks	3
29	ConardLi/easy-dataset A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval	+11	66	Established	self-hosted-rag-platforms	13,613
30	DharmikGohil/Sentient-SDK The Sentient-SDK is a fantastic choice because it bridges the gap between...	+11	20	Experimental	codebase-chat-rag	2
31	modelscope/evalscope A streamlined and customizable framework for efficient large model (LLM,...	+10	83	Verified	rag-evaluation-benchmarking	2,501
32	beir-cellar/beir A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate...	+10	70	Verified	retrieval-ranking-fusion	2,105
33	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...	+9	71	Verified	llm-learning-resources	7,703
34	knowusuboaky/RAGFlowChain A comprehensive toolkit for building Retrieval-Augmented Generation (RAG)...	+9	21	Experimental	local-rag-frameworks	1
35	xerrors/Yuxi 结合知识库管理的 Agent Harness 平台。 An agent harness that integrates a LightRAG...	+8	73	Verified	langraph-production-agents	4,691
36	Cinnamon/kotaemon An open-source RAG-based tool for chatting with your documents.	+7	61	Established	domain-specific-rag-chatbots	25,200
37	truefoundry/cognita RAG (Retrieval Augmented Generation) Framework for building modular, open...	+7	58	Established	agentic-rag-systems	4,329
38	datawhalechina/llm-universe 本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/	+7	48	Emerging	llm-learning-resources	12,159
39	codexu/note-gen A cross-platform Markdown AI note-taking software.	+7	70	Verified	personal-knowledge-management	11,062
40	llmware-ai/llmware Unified framework for building enterprise RAG pipelines with small,...	+7	84	Verified	llm-fine-tuning-optimization	14,864
41	any4ai/AnyCrawl AnyCrawl 🚀: A Node.js/TypeScript crawler that turns websites into LLM-ready...	+7	69	Established	web-to-markdown-rag	2,763
42	labring/FastGPT FastGPT is a knowledge-based platform built on the LLMs, offers a...	+7	76	Verified	personal-assistant-rag	27,361
43	NirDiamant/RAG_Techniques This repository showcases various advanced techniques for...	+7	57	Established	rag-framework-toolkits	25,887
44	onyx-dot-app/onyx Open Source AI Platform - AI Chat with advanced features that works with every LLM	+7	73	Verified	personal-knowledge-management	17,848
45	datawhalechina/tiny-universe 《大模型白盒子构建指南》：一个全手搓的Tiny-Universe	+7	48	Emerging	llm-learning-resources	4,598
46	QuivrHQ/quivr Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product...	+7	48	Emerging	fullstack-ai-monorepos	38,997
47	vanna-ai/vanna 🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs...	+7	76	Verified	text-to-sql-rag	22,954
48	Dataherald/dataherald Interact with your SQL database, Natural Language to SQL using LLMs	+7	59	Established	text-to-sql-rag	3,620
49	LearningCircuit/local-deep-research Local Deep Research achieves ~95% on SimpleQA benchmark (tested with...	+7	89	Verified	academic-research-rag	4,142
50	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...	+7	87	Verified	local-ai-workstations	15,548
51	luhengshiwo/LLMForEverybody 每个人都能看懂的大模型知识分享，LLMs春/秋招大模型面试前必看，让你和面试官侃侃而谈	+7	66	Established	llm-learning-resources	5,847
52	potpie-ai/potpie Spec-driven development for large codebases	+7	66	Established	multi-agent-orchestration	5,280
53	sigoden/aichat All-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI Tools...	+7	61	Established	local-ai-workstations	9,530
54	MODSetter/SurfSense Open source alternative to NotebookLM for teams. Join our Discord:...	+7	70	Verified	personal-knowledge-management	13,234
55	LazyAGI/LazyLLM Easiest and laziest way for building multi-agent LLMs applications.	+7	66	Established	llm-learning-resources	3,747
56	MemoriLabs/Memori SQL Native Memory Layer for LLMs, AI Agents & Multi-Agent Systems	+7	90	Verified	agent-memory-systems	12,351
57	langroid/langroid Harness LLMs with Multi-Agent Programming	+7	66	Established	ai-engineering-fundamentals	3,927
58	ashutoshpaliwal26/file-context-tree High-performance file system scanner for Node.js, powered by Rust 🦀....	+7	27	Experimental	self-hosted-rag-platforms	1
59	om-ai-lab/OmAgent [EMNLP-2024] Build multimodal language agents for fast prototype and production	+7	46	Emerging	ai-engineering-fundamentals	2,633
60	liyupi/ai-guide 程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享大模型选择指南（DeepSeek / GPT / Gemini /...	+7	58	Established	multi-agent-orchestration	9,577
61	kreuzberg-dev/kreuzberg A polyglot document intelligence framework with a Rust core. Extract text,...	+7	92	Verified	file-content-extraction	6,689
62	ragapp/ragapp The easiest way to use Agentic RAG in any enterprise	+7	46	Emerging	agentic-rag-systems	4,407
63	neo4j-labs/llm-graph-builder Neo4j graph construction from unstructured data using LLMs	+7	63	Established	graph-database-rag	4,502
64	infiniflow/ragflow RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine...	+7	72	Verified	agentic-rag-systems	74,911
65	mem0ai/mem0 Universal memory layer for AI Agents	+7	72	Verified	agent-memory-systems	49,646
66	langchain-ai/langgraph Build resilient language agents as graphs.	+7	99	Verified	langchain-langgraph-orchestration	26,286
67	patchy631/ai-engineering-hub In-depth tutorials on LLMs, RAGs and real-world AI agent applications.	+7	69	Established	ai-engineering-fundamentals	31,862
68	memodb-io/memobase User Profile-Based Long-Term Memory for AI Chatbot Applications.	+7	72	Verified	agent-memory-systems	2,599
69	ItzCrazyKns/Vane Vane is an AI-powered answering engine.	+7	66	Established	self-hosted-rag-platforms	32,868
70	PeterH0323/Streamer-Sales Streamer-Sales 销冠 —— 卖货主播 LLM...	+7	49	Emerging	ecommerce-customer-chatbots	3,647
71	pipeshub-ai/pipeshub-ai PipesHub is a fully extensible and explainable workplace AI platform for...	+7	74	Verified	langraph-production-agents	2,711
72	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...	+7	73	Verified	langraph-production-agents	4,533
73	rag-web-ui/rag-web-ui RAG Web UI is an intelligent dialogue system based on RAG...	+7	52	Established	rag-implementation-examples	2,818
74	gusye1234/nano-graphrag A simple, easy-to-hack GraphRAG implementation	+7	73	Verified	graph-database-rag	3,721
75	getzep/graphiti Build Real-Time Knowledge Graphs for AI Agents	+7	69	Established	graph-database-rag	23,665
76	TaskingAI/TaskingAI The open source platform for AI-native application development.	+7	44	Emerging	multi-agent-orchestration	5,367
77	chatchat-space/Langchain-Chatchat Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama...	+7	55	Established	complete-rag-chatbot-applications	37,496
78	dataelement/bisheng BISHENG is an open LLM devops platform for next generation Enterprise AI...	+7	69	Established	multi-agent-orchestration	11,189
79	timescale/pgai A suite of tools to develop RAG, semantic search, and other AI applications...	+7	44	Emerging	go-rag-implementations	5,767
80	bragai/bRAG-langchain Everything you need to know to build your own RAG application	+7	53	Established	rag-technique-implementations	4,051
81	kingjulio8238/Memary The Open Source Memory Layer For Autonomous Agents	+7	58	Established	agent-memory-systems	2,576
82	langchain-ai/langchain The agent engineering platform	+7	98	Verified	langchain-langgraph-orchestration	129,354
83	run-llama/rags Build ChatGPT over your data, all with natural language	+7	46	Emerging	streamlit-chat-applications	6,534
84	open-webui/open-webui User-friendly AI Interface (Supports Ollama, OpenAI API, ...)	+7	73	Verified	local-ai-workstations	126,989
85	decodingai-magazine/second-brain-ai-assistant-course Learn to build your Second Brain AI assistant with LLMs, agents, RAG,...	+7	52	Established	ai-engineering-fundamentals	2,569
86	HKUDS/LightRAG [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"	+7	73	Verified	retrieval-ranking-fusion	29,302
87	PaddlePaddle/PaddleOCR Turn any PDF or image document into structured data for your AI. A powerful,...	+7	95	Verified	file-content-extraction	72,167
88	Canner/WrenAI ⚡️ GenBI (Generative BI) queries any database in natural language, generates...	+7	66	Established	text-to-sql-rag	14,600
89	mongodb-developer/GenAI-Showcase GenAI Cookbook	+7	63	Established	generative-ai-learning-projects	4,223
90	HKUDS/VideoRAG [KDD'2026] "VideoRAG: Chat with Your Videos"	+7	61	Established	youtube-transcript-rag	2,782
91	SciPhi-AI/R2R SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented...	+7	51	Established	retrieval-ranking-fusion	7,725
92	HZYAI/RagScore ⚡️ The "1-Minute RAG Audit" — Generate QA datasets & evaluate RAG systems in...	+7	59	Established	rag-evaluation-frameworks	30
93	lavague-ai/LaVague Large Action Model framework to develop AI Web Agents	+7	62	Established	ai-engineering-fundamentals	6,314
94	OpenBMB/UltraRAG A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines	+7	61	Established	rag-starter-projects	5,459
95	ScrapeGraphAI/Scrapegraph-ai Python scraper based on AI	+7	62	Established	web-to-markdown-rag	22,929
96	Vbj1808/Dokis Lightweight RAG provenance middleware. Verifies every claim in an LLM...	+6	42	Emerging	qa-system-implementations	18
97	ashishps1/learn-ai-engineering Learn AI and LLMs from scratch using free resources	+6	60	Established	ai-engineering-fundamentals	5,097
98	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.	+6	71	Verified	text-to-sql-rag	5,672
99	Meirtz/Awesome-Context-Engineering 🔥 Comprehensive survey on Context Engineering: from prompt engineering to...	+6	63	Established	context-packaging-systems	2,977
100	HKUDS/DeepTutor "DeepTutor: AI-Powered Personalized Learning Assistant"	+6	70	Verified	educational-learning-rag	10,682