beam
beam
Discover
PulseActivityAnalyticsBest forMapOrgs
Niches
AgentsMCPRAGCoding AssistantsInference & ServingVector DBs
Personal
WatchlistCompareWeekly report
?
Sign in
magic link · no password
LIVE──────── · ──:──:── UTCabout
beam
beam
Discover
PulseActivityAnalyticsBest forMapOrgs
Niches
AgentsMCPRAGCoding AssistantsInference & ServingVector DBs
Personal
WatchlistCompareWeekly report
?
Sign in
magic link · no password
All niches
Nicherag

RAG

[TOOLS_TRACKED]102
[ACCELERATING]2
[DYING]0
[AVG_VELOCITY]0.58/10
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
  • SenteLabsAI/OpenExecutiveAI-powered virtual executive team — a single coherent executive persona backed by 8 specialist agents (FastAPI + Next.js).
    1.39↑ +7225.1kAccel
[STABLE]

Stable

25
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
  • HKUDS/LightRAG[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation
    2.01↑ +13640kStable
  • 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
  • Mintplex-Labs/anything-llmStop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience
    1.76↑ +24166kStable
  • 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
  • embeddings-benchmark/mtebMTEB: State-of-the-art evaluation of embeddings across languages and modalities
    1.15↑ +63.4kStable
  • Agent-Field/agentfieldBuild, run and scale AI agents like API and microservices
    1.12↑ +102.6kStable
  • 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
  • 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
  • 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: the state-of-the-art open source computer use agents
    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
  • agentscope-ai/ReMeReMe: Memory Management Kit for Agents - Remember Me, Refine Me.
    0.77↑ +353.5kStable
  • 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
  • coze-dev/coze-studioAn AI agent development platform with all-in-one visual tools, simplifying agent creation, debugging, and deployment like never before. Coze your way to AI Agent creation.
    0.62↑ +4122kStable
  • datawhalechina/happy-llm📚 从零开始构建大模型
    0.58↑ +14134kStable
[STALLING]

Stalling and dying

2
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
LIVE──────── · ──:──:── UTCabout