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RAG und Suche

Retrieval, Vektordatenbanken, Embeddings und semantische Suche.

Anwendungsfall

Aktivität

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142

Werkzeug-Rangliste

Ranked by normalized popularity across sources. Rohwerte behalten ihr eigenes Zeitfenster; eine Änderung erfordert mindestens zwei Messungen in 7 Tagen.

  1. 1

    Skill
    Aktiv

    Own your LLM's web search: a local search->fetch->rank pipeline that replaces hosted web-search tools. Measured: matches hosted accuracy at 66% lower cost and up to 88% fewer tokens, plus a precision-tuned semantic caching with…

    PythonLizenz: MIT
    • agent-memory
    • agent-skills
    • agentic-workflow
    • agents
    • anthropic

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren git clone https://github.com/firish/webfetch ~/.claude/skills/webfetch

    55GitHub-Sternestabil
  2. 2

    MCP
    Aktiv

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

    TypeScriptLizenz: MIT

      mcpgemessenes WachstumQuelle öffnen ↗

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

      54GitHub-Sternestabil
    • 3

      Skill
      Aktiv

      A LangGraph-powered multi-agent deep research system featuring task planning, human-in-the-loop review, multi-source retrieval, evidence-grounded report generation, full tracing and reproducible evaluation.

      PythonLizenz: MIT
      • agent
      • agent-skills
      • agentic-workflow
      • langgraph
      • llm

      githubgemessenes WachstumQuelle öffnen ↗

      Installieren git clone https://github.com/hwfengcs/SDYJ_Multi_Agents ~/.claude/skills/SDYJ_Multi_Agents

      50GitHub-Sternestabil
    • 4

      MCP
      Ruhend

      Autonomous knowledge base plugin for Claude Code - captures reserch, ideas, and decisions into an interlinked wiki with reserch-on-miss, semantic search, and a Wikipedia-style web UI. Knowledge compounds as you work.

      PythonLizenz: MIT
      • ai-tools
      • autonomous-agent
      • claude-code
      • claude-code-plugin
      • fastapi

      githubgemessenes WachstumQuelle öffnen ↗

      49GitHub-Sterne-1 (-2.0 %)

    Lern- und Referenzressourcen

    Ranked by normalized popularity across sources. Diese Ressourcen bleiben getrennt zugänglich und fließen nicht in die Hauptwertung ein.

    1. 1

      ai-agent-architecture

      Sonstige
      AktivQuelle öffnen ↗

      Build LLM systems you actually control. A free, open engineering book + course — from tokenization to serving your own models. Mechanisms, trade-offs, and numbers, not prompt tips

      HTML
      • a2a-protocol
      • ai
      • ai-agents
      • context-engineering
      • distributed-systems
      githubRessourcegemessenes Wachstum
      46GitHub-Sternestabil
    2. 2

      claude-wiki

      Skill
      AktivQuelle öffnen ↗

      Official Claude Documentation - Converted to 2000+ Markdown Files - All documentation sourced from first party sources- 24 categories - refreshed daily, multi-agent orchestration

      HTML
      • agents-sdk
      • anthropic
      • anthropic-api
      • claude
      • claude-ai
      github

      Installieren /plugin marketplace add johnzfitch/claude-wiki

      Ressourcegemessenes Wachstum
      21GitHub-Sternestabil
    3. 3

      Agentic_AI_Engineer

      Agent
      AktivQuelle öffnen ↗

      My complete journey to becoming an Agentic AI Engineer through structured learning, projects, experiments, and production-ready implementations of modern AI systems.

      Jupyter NotebookLizenz: MIT
      • a2a-protocol
      • agent-orchestration
      • ai-guardrails
      • fastapi
      • kubernetes
      githubRessourcegemessenes Wachstum
      18GitHub-Sternestabil
    4. 4

      lit-review-agent-tools

      MCP
      AktivQuelle öffnen ↗

      🤖 The strongest curated list of open-source AI-agent tools for literature review — 70+ tools across 11 categories (Claude Code skills, deep research, MCP servers, PDF parsing, systematic review). 面向智能体文献综述的最强工具大全。

      PythonLizenz: CC0-1.0
      • academic-research
      • ai-agents
      • awesome
      • awesome-list
      • claude-code
      githubRessourcegemessenes Wachstum
      16GitHub-Sterne+3 (+23.1 %)
    5. 5

      claude-memory

      Sonstige
      RuhendQuelle öffnen ↗

      Persistent memory for Claude Code. Auto-capture decisions, learnings, client info. Cloud backup to Supabase. Never lose context again. Free alternative to Mem.ai, Rewind AI, Personal AI.

      PythonLizenz: MIT
      • ai-memory
      • claude
      • claude-code
      • claude-code-skills
      • claude-memory
      githubRessourcegemessenes Wachstum
      14GitHub-Sternestabil
    6. 6

      spring-ai-recipes-learning

      Agent
      AktivQuelle öffnen ↗

      Spring AI 实战教程 🚀 ChatClient → RAG → MCP → Agent → A2A，24 个手写模块循序渐进（Spring Boot 4.1 + Spring AI 2.0 + Java 21）

      Java
      • a2a
      • ai-agent
      • chatclient
      • gradle
      • java
      githubRessourcegemessenes Wachstum
      3GitHub-Sternestabil
    7. 7

      GenAI-Projects

      Agent
      RuhendQuelle öffnen ↗

      Collection of some interesting Generative AI usecases implementation.

      Jupyter NotebookLizenz: MIT
      • a2a-protocol
      • chatbot
      • gemini-api
      • gemini-live
      • generative-ai
      githubRessourcegemessenes Wachstum
      2GitHub-Sternestabil
    8. 8

      awesome-agentic-ai

      MCP
      AktivQuelle öffnen ↗

      Curated Agentic AI resources: AI agent frameworks, tutorials, courses, projects, MCP tools, research papers, evaluation, security, and production guides.

      Lizenz: CC0-1.0
      • a2a
      • agent-framework
      • agentic-ai
      • ai-agents
      • ai-engineering
      githubRessourcegemessenes Wachstum
      2GitHub-Sternestabil
    9. 9

      ai-resources

      Sonstige
      AktivQuelle öffnen ↗

      Comprehensive collection of AI concepts, research findings, and practical implementations. From machine learning fundamentals to cutting-edge LLMs, agents, and emerging technologies.

      PythonLizenz: MIT
      • a2a
      • ai
      • azureopenai
      • mcp
      • openai
      githubRessourcegemessenes Wachstum
      1GitHub-Sternestabil
    10. 10

      production-ai-engineering

      Agent
      AktivQuelle öffnen ↗

      Handbook técnico aberto sobre engenharia de IA em produção: ML tradicional, LLMs, RAG, agentes, segurança, observabilidade, FinOps e deployment.

      Markdown
      • a2a-protocol
      • agentic-ai
      • ai
      • ai-agents
      • ai-engineering
      githubRessourcegemessenes Wachstum
      1GitHub-Sternestabil
    11. 11

      Agentic-AI-Project-Find-Deal-Opportunities

      Sonstige
      AktivQuelle öffnen ↗

      Detect underpriced products by scraping deals and using AI models to estimate fair prices for profit opportunity identification.

      Jupyter Notebook
      • a
      • a2a
      • activemq
      • amqp
      • awesome
      githubRessourcegemessenes Wachstum
      1GitHub-Sternestabil
    12. 12

      agentic-ai-engineer-roadmap

      Agent
      RuhendQuelle öffnen ↗

      Interactive roadmap for becoming an Agentic AI Engineer — 11 stages from Python & FastAPI to multi-agent systems, MCP, RAG, Docker, and context engineering

      HTML
      • a2a
      • agentic-ai
      • ai
      • containerization
      • llm
      githubRessourcegemessenes Wachstum
      1GitHub-Sternestabil
    13. 13

      awesome-agents

      Agent
      RuhendQuelle öffnen ↗

      50+ AI agent apps you can actually run — MCP, A2A, LangGraph, SAP, RAG, and multi-agent patterns

      • a2a
      • ai-agents
      • anthropic
      • awesome-list
      • langchain
      githubRessourcegemessenes Wachstum
      0GitHub-Sternestabil