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RAG und Suche

Retrieval, Vektordatenbanken, Embeddings und semantische Suche.

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118

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

    Bibliothek
    Aktiv

    Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you…

    githubgemessenes WachstumQuelle öffnen ↗

    39 491GitHub-Sterne+53 (+0.13 %)
  2. 2

    Sonstige
    Aktiv

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

    githubgemessenes WachstumQuelle öffnen ↗

    28 328GitHub-Sterne+34 (+0.12 %)
  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+10 (+0.11 %)
  4. 4

    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+3 (+0.07 %)
  5. 5

    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 %)
  6. 6

    Agent
    Aktiv

    BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level…

    githubgemessenes WachstumQuelle öffnen ↗

    11 923GitHub-Sterne+3 (+0.03 %)
  7. 7

    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 487GitHub-Sterne+9 (+0.02 %)
  8. 8

    Skill
    Aktiv

    Local-first AI knowledge app and Agent Skill with evidence-backed Wiki, an interactive knowledge universe, Viki Q&A, and shareable knowledge galaxies.

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren git clone https://github.com/NimaChu/my-wiki ~/.claude/skills/my-wiki

    123GitHub-Sternestabil
  9. 9
    Aktiv

    Pay-per-use IBM Granite AI via x402: chat, code, embeddings, forecasting. USDC on Base or Solana.

    mcpgemessenes WachstumQuelle öffnen ↗

    Remote-Server, in der MCP-Konfiguration anzugeben https://three.ws/api/ibm-mcp

    105GitHub-Sternestabil
  10. 10
    Aktiv

    Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add arxiv-mcp-server -- uvx arxiv-mcp-server

    3 091GitHub-Sternestabil
  11. 11
    Aktiv

    Alibaba Cloud DashScope MCP: Qwen chat, embeddings, and model discovery on your own account.

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add alibaba-cloud -- npx @three-ws/alibaba-cloud-mcp

    105GitHub-Sternestabil
  12. 12
    Aktiv

    IBM watsonx.ai MCP by three.ws: chat, text generation, embeddings, and tokenization.

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add ibm-watsonx -- npx @three-ws/ibm-watsonx-mcp

    105GitHub-Sternestabil
  13. 13
    Aktiv

    x402 pay-per-use IBM Granite AI: chat, code, embeddings, analysis, forecasting. Pay USDC per call.

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add ibm-x402-mcp -- npx @three-ws/ibm-x402-mcp

    105GitHub-Sternestabil
  14. 14
    Aktiv

    🚀 Way Back Home

    githubgemessenes WachstumQuelle öffnen ↗

    96GitHub-Sternestabil
  15. 15

    MCP
    Aktiv

    Cross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local MCP hosts. 36 cited neuroscience mechanisms, local-first SQLite/PostgreSQL, hybrid retrieval, decay-based consolidation, and reproducible benchmarks.…

    githubgemessenes WachstumQuelle öffnen ↗

    71GitHub-Sternestabil
  16. 16
    Aktiv

    The official Pinecone marketplace for Claude Code Plugins

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren /plugin marketplace add pinecone-io/pinecone-claude-code-plugin

    68GitHub-Sternestabil
  17. 17
    Aktiv

    Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 tools, no cloud.

    mcpgemessenes WachstumQuelle öffnen ↗

    67GitHub-Sternestabil
  18. 18
    Aktiv

    Token-efficient code review knowledge graph: semantic search and call-graph resolution.

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add better-code-review-graph -- uvx better-code-review-graph

    66GitHub-Sternestabil
  19. 19
    Aktiv

    Agent skills for LandingAI's Agentic Document Extraction (ADE) — production-ready document AI for agentic coding assistants

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren git clone https://github.com/landing-ai/ade-document-processing-skills ~/.claude/skills/ade-document-processing-skills

    64GitHub-Sternestabil
  20. 20

    Sonstige
    Aktiv

    A memory-first AI agent that remembers why decisions were made — not just the last message. Runs local (Ollama), cloud (Claude · OpenAI · Gemini), or decentralized TEE. Graph memory, self-learning skills, multi-model routing, sandboxed…

    githubgemessenes WachstumQuelle öffnen ↗

    57GitHub-Sternestabil
  21. 21
    Aktiv

    Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private.

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add smart-connections-mcp -- npx smart-connections-mcp

    54GitHub-Sternestabil
  22. 22

    Sonstige
    Aktiv

    The .NET library to build AI agents with 30+ built-in connectors.

    githubgemessenes WachstumQuelle öffnen ↗

    638GitHub-Sternestabil
  23. 23
    Aktiv

    MCP server for local codebase indexing, semantic search, and code dependency graphs.

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add socraticode -- npx socraticode

    3 275GitHub-Sternestabil
  24. 24

    MCP
    Aktiv

    AI-powered code indexer with semantic search and knowledge graphs

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add octocode -- npx @muvon/octocode

    459GitHub-Sternestabil

Lern- und Referenzressourcen

Nach gemessenem Wachstum und quellenübergreifend normalisiert sortiert. Diese Ressourcen bleiben getrennt zugänglich und fließen nicht in die Hauptwertung ein.

  1. 1
    AktivQuelle öffnen ↗

    In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

    githubRessourcegemessenes Wachstum
    37 263GitHub-Sterne+46 (+0.12 %)