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RAG und Suche

Retrieval, Vektordatenbanken, Embeddings und semantische Suche.

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122

Werkzeug-Rangliste

Nach gemessenem Wachstum und quellenübergreifend normalisiert sortiert. Rohwerte behalten ihr eigenes Zeitfenster; eine Änderung erfordert mindestens zwei Messungen in 7 Tagen.

  1. 1

    Sonstige
    Aktiv

    Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

    githubgemessenes WachstumQuelle öffnen ↗

    34 391GitHub-Sterne+130 (+0.38 %)
  2. 2

    Agent
    Aktiv

    TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.

    githubgemessenes WachstumQuelle öffnen ↗

    40 488GitHub-Sterne+10 (+0.02 %)
  3. 3

    Sonstige
    Aktiv

    Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.

    githubgemessenes WachstumQuelle öffnen ↗

    9 434GitHub-Sterne+8 (+0.08 %)
  4. 4

    Sonstige
    Aktiv

    Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

    githubgemessenes WachstumQuelle öffnen ↗

    45 977GitHub-Sterne+103 (+0.22 %)
  5. 5

    Sonstige
    Aktiv

    Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for…

    githubgemessenes WachstumQuelle öffnen ↗

    26 419GitHub-Sterne+57 (+0.22 %)
  6. 6

    Sonstige
    Aktiv

    High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

    githubgemessenes WachstumQuelle öffnen ↗

    5 747GitHub-Sterne+15 (+0.26 %)
  7. 7

    Agent
    Aktiv

    Incremental engine for long horizon agents 🌟 Star if you like it!

    githubgemessenes WachstumQuelle öffnen ↗

    11 468GitHub-Sterne+36 (+0.31 %)
  8. 8

    Sonstige
    Aktiv

    Graph-Native Infrastructure for Context and Accountable AI Systems

    githubgemessenes WachstumQuelle öffnen ↗

    12 013GitHub-Sterne+748 (+6.6 %)
  9. 9

    Bibliothek
    Aktiv

    LakeSoul is an end-to-end, realtime cloud-native Lakehouse framework for fast data ingestion, concurrent updates, incremental analytics, multimodal data processing and vector search — powering next-generation BI and AI workloads.

    githubgemessenes WachstumQuelle öffnen ↗

    3 249GitHub-Sterne+2 (+0.06 %)
  10. 10

    App
    Aktiv

    World's first open-source enterprise world model.

    githubgemessenes WachstumQuelle öffnen ↗

    4 008GitHub-Sterne+3 176 (+381.7 %)
  11. 11

    Sonstige
    Aktiv

    CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.

    githubgemessenes WachstumQuelle öffnen ↗

    4 432GitHub-Sterne+2 (+0.05 %)
  12. 12
    Aktiv

    User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

    githubgemessenes WachstumQuelle öffnen ↗

    150 969GitHub-Sterne+607 (+0.40 %)
  13. 13

    Agent
    Aktiv

    The agent engineering platform.

    githubgemessenes WachstumQuelle öffnen ↗

    145 668GitHub-Sterne+412 (+0.28 %)
  14. 14

    MCP
    Aktiv

    Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

    githubgemessenes WachstumQuelle öffnen ↗

    68 952GitHub-Sterne+925 (+1.4 %)
  15. 15
    Aktiv

    AI-powered virtual executive team — a single coherent executive persona backed by 8 specialist Claude agents (FastAPI + Next.js).

    githubgemessenes WachstumQuelle öffnen ↗

    3 759GitHub-Sterne+913 (+32.1 %)
  16. 16

    App
    Aktiv

    Open Source AI Platform - AI Chat with advanced features that works with every LLM

    githubgemessenes WachstumQuelle öffnen ↗

    31 932GitHub-Sterne+103 (+0.32 %)
  17. 17

    Sonstige
    Aktiv

    Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders.

    githubgemessenes WachstumQuelle öffnen ↗

    29 544GitHub-Sterne+53 (+0.18 %)
  18. 18

    Agent
    Aktiv

    FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex…

    githubgemessenes WachstumQuelle öffnen ↗

    29 575GitHub-Sterne+77 (+0.26 %)
  19. 19

    Sonstige
    Aktiv

    The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.

    githubgemessenes WachstumQuelle öffnen ↗

    28 333GitHub-Sterne+39 (+0.14 %)
  20. 20

    Skill
    Aktiv

    Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini,…

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren /plugin marketplace add thedotmack/claude-mem

    93 211GitHub-Sterne+617 (+0.67 %)
  21. 21

    Skill
    Aktiv

    Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren git clone https://github.com/Graphify-Labs/graphify ~/.claude/skills/graphify

    114 805GitHub-Sterne+2 468 (+2.2 %)
  22. 22

    Agent
    Aktiv

    RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

    githubgemessenes WachstumQuelle öffnen ↗

    90 060GitHub-Sterne+456 (+0.51 %)
  23. 23
    Aktiv

    21 Lessons, Get Started Building with Generative AI

    githubgemessenes WachstumQuelle öffnen ↗

    119 168GitHub-Sterne+407 (+0.34 %)
  24. 24

    Skill
    Aktiv

    semantic grep

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren git clone https://github.com/XiaoConstantine/sgrep ~/.claude/skills/sgrep

    15GitHub-Sternestabil
  25. 25

    MCP
    Ruhend

    Shared knowledge base for AI agents. Semantic search across agents, no setup required — just a URL.

    mcpgemessenes WachstumQuelle öffnen ↗

    Remote-Server, in der MCP-Konfiguration anzugeben https://mcp.agentbase.tools/mcp

    2GitHub-Sternestabil