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beam
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All niches
Nicherag

RAG

[TOOLS_TRACKED]103
[ACCELERATING]2
[DYING]0
[AVG_VELOCITY]0.57/10
See our pick → Best RAG
[ACCELERATING]

Accelerating

2
Tool
Velocity
Trend 30d
Δ 7d
Stars
Class
  • Tencent/WeKnoraOpen-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
    2.67↑ +4.5k29kAccel
  • xerj-org/xerjXERJ is the new way for AI to search data. Its autoindex capability activates agents to know your data without the token waste of grep and sed. One command indexes code, docs, logs and PDFs for search, RAG, security audits and agent memory, using 40x fewer tokens than grep. Elasticsearch compatible, so existing clients just work.
    1.27↑ +3522.3kAccel
[STABLE]

Stable

32
Tool
Velocity
Trend 30d
Δ 7d
Stars
Class
  • langchain-ai/langchainThe agent engineering platform.
    2.94↑ +435147kStable
  • langchain-ai/langgraphBuild resilient agents.
    2.90↑ +39442kStable
  • FB208/OpenBidKit_Yibiao开箱即用的AI标书编写工具,标书AI生成工具,投标工具箱、知识库、标书查重、废标项检查,完全开源免费,欢迎使用
    2.29↑ +683.0kStable
  • HKUDS/DeepTutorDeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.
    2.19↑ +40940kStable
  • aws-samples/amazon-bedrock-samplesThis repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models
    2.17↑ +91.5kStable
  • run-llama/llama_indexLlamaIndex is the document processing platform for AI
    2.07↑ +10052kStable
  • HKUDS/LightRAG[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation
    2.01↑ +13640kStable
  • semantica-agi/semanticaGraph-Native Infrastructure for Context and Accountable AI Systems
    1.97↑ +44413kStable
  • mem0ai/mem0The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.
    1.96↑ +44966kStable
  • virgiliojr94/book-to-skillTurn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.
    1.82—↑ +1.1k32kStable
  • Mintplex-Labs/anything-llmStop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience
    1.76↑ +24166kStable
  • yaojingang/GEOFlowOpen-source GEO content engineering and multi-site distribution platform with AI quality inspection, illustrated admin help, hosted sites, browser-assisted publishing, and signed updates.
    1.65—↑ +363.7kStable
  • eosphoros-ai/DB-GPTopen-source agentic AI data assistant for the next generation of AI + Data products.
    1.58↑ +5920kStable
  • ScrapeGraphAI/Scrapegraph-aiPython scraper based on AI
    1.18↑ +17631kStable
  • milvus-io/milvusMilvus is a high-performance, cloud-native vector database built for scalable vector ANN search
    1.16↑ +7846kStable
  • Agent-Field/agentfieldBuild, run and scale AI agents like API and microservices
    1.12↑ +102.6kStable
  • ExplosiveCoderflome/AI-Novel-Writing-Assistant面向长篇小说创作的 AI Native 开源系统,用 Agent、世界观、写法引擎、RAG 和整本生产工作流,帮助新手从一句灵感走到完整小说。AI-native engine for end-to-end novel creation — from idea to full chapters, with structured planning, worldbuilding, and agent-driven workflows.
    1.08↑ +583.0kStable
  • oceanbase/seekdbThe AI-Native Search Database. Best for agent storage, it unifies vector, text, structured, and semi-structured data into a single engine. This all-in-one database makes agents smarter, easier to run, and more stable.
    1.08↑ +323.0kStable
  • arc53/DocsGPTPrivate AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.
    1.02↑ +1918kStable
  • NVIDIA/GenerativeAIExamplesGenerative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
    0.99↑ +44.2kStable
  • CaviraOSS/PageLMPageLM is a community driven version of NotebookLM & a education platform that transforms study materials into interactive resources like quizzes, flashcards, notes, and podcasts.
    0.94↑ +332.0kStable
  • anush008/fastembed-rsRust library for generating vector embeddings and reranking locally!
    0.84↑ +71.0kStable
  • EverMind-AI/SkillCorpusOpen-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.
    0.84—↑ +17664Stable
  • simular-ai/Agent-SAgent S: an open agentic framework that uses computers like a human
    0.82↑ +4112kStable
  • aws-samples/generative-ai-use-casesApplication implementation with business use cases for safely utilizing generative AI in business operations
    0.81↑ +31.4kStable
  • heider-x/velaAI-powered IDE for novel writing — local LLM + RAG, privacy-first, BYOK. For web fiction authors and creative writers.
    0.81↑ +6570Stable
  • agentscope-ai/ReMeReMe: Memory Management Kit for Agents - Remember Me, Refine Me.
    0.77↑ +353.5kStable
  • Marker-Inc-Korea/AutoRAGAutoRAG: Now your agent can find anything in your computer. It gets smarter if you are using it frequently.
    0.74↑ +295.1kStable
  • cocoindex-io/cocoindexIncremental engine for long horizon agents 🌟 Star if you like it!
    0.72↑ +2712kStable
  • yfedoseev/pdf_oxideThe fastest PDF library for Python and Rust. Text extraction, image extraction, markdown conversion, PDF creation & editing. 0.8ms mean, 5× faster than industry leaders, 100% pass rate on 3,830 PDFs. MIT/Apache-2.0.
    0.65↑ +101.0kStable
  • s2b-dev/smart-second-brainA free, open-source Obsidian plugin that makes your vault smarter: better search, an interactive knowledge graph, and an AI assistant that knows your notes.
    0.64↑ +321.3kStable
  • datawhalechina/happy-llm📚 从零开始构建大模型
    0.58↑ +14134kStable
[STALLING]

Stalling and dying

3
Tool
Velocity
Trend 30d
Δ 7d
Stars
Class
  • moorcheh-ai/memantoMemory that AI Agents Love!
    3.50↑ +452.3kStalling
  • FlowiseAI/FlowiseBuild AI Agents, Visually
    1.62↑ +1055kStalling
  • opendataloader-project/opendataloader-pdfPDF Parser for AI-ready data. Automate PDF accessibility. Open-source.
    1.09↑ +9929kStalling
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