Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

138

Classifica degli strumenti

Classifica per crescita misurata e normalizzata tra le fonti. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

  1. 1

    Skill
    Attivo

    SRA-Bench and SR-Agents: a benchmark and toolkit for skill-retrieval-augmented LLM agents.

    PythonLicenza: MIT
    • agent-memory
    • agent-skills
    • agentic-ai
    • benchmark
    • llm-based-agents

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/oneal2000/SR-Agents ~/.claude/skills/SR-Agents

    102stelle GitHub+1 (+0.99 %)
  2. 2

    MCP
    Attivo

    Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

    TypeScriptLicenza: MIT
    • accuracy
    • agents
    • claude-skills
    • context
    • harness

    githubcrescita misurataApri fonte ↗

    434stelle GitHub+4 (+0.93 %)
  3. 3

    Skill
    Attivo

    Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

    PythonLicenza: Apache-2.0
    • agent-skills
    • ai-agents
    • claude-code
    • codex
    • cursor

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/qdrant/skills ~/.claude/skills/skills

    230stelle GitHub+2 (+0.88 %)
  4. 4

    MCP
    Attivo

    Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

    TypeScriptLicenza: MIT

      mcpcrescita misurataApri fonte ↗

      Server remoto da dichiarare nella configurazione MCP https://mcp.apple-rag.com

      117stelle GitHub+1 (+0.86 %)
    • 5

      Skill
      Attivo

      A self-hosted knowledge platform for humans and AI agents — publish wikis, blogs, and portable Agent Skills.

      TypeScriptLicenza: Apache-2.0
      • agent-skills
      • ai-agent
      • blog
      • golang
      • knowledge-base

      githubcrescita misurataApri fonte ↗

      Installa git clone https://github.com/Ciao1019/Petrichor ~/.claude/skills/Petrichor

      127stelle GitHub+1 (+0.79 %)
    • 6

      Skill
      Attivo

      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,…

      JavaScriptLicenza: Apache-2.0
      • ai
      • ai-agents
      • ai-memory
      • anthropic
      • artificial-intelligence

      githubcrescita misurataApri fonte ↗

      Installa /plugin marketplace add thedotmack/claude-mem

      93 300stelle GitHub+625 (+0.67 %)
    • 7

      Altro
      Attivo

      Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI…

      TypeScriptLicenza: MIT
      • ci
      • ci-cd
      • cicd
      • evaluation
      • evaluation-framework

      githubcrescita misurataApri fonte ↗

      24 846stelle GitHub+163 (+0.66 %)
    • 8

      MCP
      Attivo

      A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.

      GoLicenza: Apache-2.0
      • a2a
      • a2a-protocol
      • ag-ui
      • agent
      • agent-framework

      githubcrescita misurataApri fonte ↗

      1 763stelle GitHub+11 (+0.63 %)
    • 9

      Agente
      Attivo

      The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

      PythonLicenza: Apache-2.0
      • agentic-memory
      • agentic-memory-system
      • agents
      • ai
      • ai-agents

      githubcrescita misurataApri fonte ↗

      64 752stelle GitHub+368 (+0.57 %)
    • 10

      Altro
      Attivo

      Nuwax Agent OS - An enterprise-grade AI Agent Development and Operation Platform - Providing a complete solution for agent creation and distribution, knowledge base management, model proxy, memory system, and plugin ecosystem.

      TypeScriptLicenza: Apache-2.0
      • a2a
      • agent
      • agent-os
      • agent-sandbox
      • agentic

      githubcrescita misurataApri fonte ↗

      880stelle GitHub+5 (+0.57 %)
    • 11

      MCP
      Attivo

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

      PythonLicenza: Apache-2.0

        mcpcrescita misurataApri fonte ↗

        Installa claude mcp add arxiv-mcp-server -- uvx arxiv-mcp-server

        3 108stelle GitHub+17 (+0.55 %)
      • 12

        Skill
        Attivo

        FoJin-powered Buddhist AI persona framework — source-grounded, boundary-aware, fidelity-tested, runtime-ready.

        PythonLicenza: MIT
        • agent-skills
        • ai-persona
        • bdrc
        • buddhism
        • chinese-buddhism

        githubcrescita misurataApri fonte ↗

        Installa git clone https://github.com/xr843/Master-skill ~/.claude/skills/Master-skill

        382stelle GitHub+2 (+0.53 %)
      • 13

        Agente
        Attivo

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

        RustLicenza: Apache-2.0
        • agentic-data-framework
        • ai
        • ai-agents
        • change-data-capture
        • codebase-intelligence

        githubcrescita misurataApri fonte ↗

        11 491stelle GitHub+56 (+0.49 %)
      • 14

        Agente
        Attivo

        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

        GoLicenza: Apache-2.0
        • agent-harness
        • agentic-ai
        • agentic-retrieval
        • agentic-search
        • ai

        githubcrescita misurataApri fonte ↗

        90 103stelle GitHub+414 (+0.46 %)
      • 15

        Skill
        Attivo

        Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

        PythonLicenza: Apache-2.0
        • agent-memory
        • agent-skills
        • ai
        • ai-agents
        • ai-memory

        githubcrescita misurataApri fonte ↗

        Installa git clone https://github.com/topoteretes/cognee ~/.claude/skills/cognee

        30 500stelle GitHub+139 (+0.46 %)
      • 16

        App
        Attivo

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

        Python
        • ai
        • llm
        • llm-ui
        • llm-webui
        • llms

        githubcrescita misurataApri fonte ↗

        151 072stelle GitHub+621 (+0.41 %)
      • 17

        Altro
        Attivo

        Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

        TypeScript
        • agent
        • agentic-ai
        • agentic-framework
        • agentic-workflow
        • ai

        githubcrescita misurataApri fonte ↗

        154 550stelle GitHub+614 (+0.40 %)
      • 18

        Altro
        Attivo

        Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

        JavaScriptLicenza: MIT
        • agent-computer
        • agent-harness
        • agent-orchestration
        • agentic-ai
        • ai-agents

        githubcrescita misurataApri fonte ↗

        65 666stelle GitHub+259 (+0.40 %)
      • 19

        MCP
        Attivo

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

        ↓ 1 242 download/settimanaTypeScriptLicenza: AGPL-3.0

          mcpcrescita misurataApri fonte ↗

          Installa claude mcp add socraticode -- npx socraticode

          3 287stelle GitHub+12 (+0.37 %)
        • 20

          MCP
          Attivo

          Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

          ↓ 85 download/settimanaRustLicenza: Apache-2.0

            mcpcrescita misurataApri fonte ↗

            Installa claude mcp add shodh-memory -- npx @shodh/memory-mcp

            277stelle GitHub+1 (+0.36 %)
          • 21

            Altro
            Attivo

            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/

            RustLicenza: Apache-2.0
            • ai-search
            • ai-search-engine
            • embeddings-similarity
            • hnsw
            • hybrid-search

            githubcrescita misurataApri fonte ↗

            34 401stelle GitHub+122 (+0.36 %)
          • 22

            Agente
            Attivo

            Portable AI agent runtime for the JVM. One @Agent class runs on Spring AI, LangChain4j, Anthropic, or 9 more behind one SPI. Token streaming, tool calls, human approvals, and governance over WebSocket, SSE, gRPC, or WebTransport/HTTP3.…

            JavaLicenza: Apache-2.0
            • a2a
            • acp
            • agentic-ai
            • ai-agents
            • anthropic

            githubcrescita misurataApri fonte ↗

            3 809stelle GitHub+13 (+0.34 %)
          • 23

            Modello
            Attivo

            21 Lessons, Get Started Building with Generative AI

            Jupyter NotebookLicenza: MIT
            • ai
            • azure
            • chatgpt
            • dall-e
            • generative-ai

            githubcrescita misurataApri fonte ↗

            119 214stelle GitHub+378 (+0.32 %)

          Risorse didattiche e di riferimento

          Classifica per crescita misurata e normalizzata tra le fonti. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

          1. 1

            dspy-skills

            Skill
            AttivoApri fonte ↗

            Collection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically

            PythonLicenza: MIT
            • agent-skills
            • claude-code
            • claude-skills
            • dspy
            • llm
            github

            Installa git clone https://github.com/OmidZamani/dspy-skills ~/.claude/skills/dspy-skills

            Risorsacrescita misurata
            122stelle GitHub+1 (+0.83 %)
          2. 2

            awesome-llm-apps

            Skill
            AttivoApri fonte ↗

            100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.

            PythonLicenza: Apache-2.0
            • agents
            • llms
            • python
            • rag
            github

            Installa git clone https://github.com/Shubhamsaboo/awesome-llm-apps ~/.claude/skills/awesome-llm-apps

            Risorsacrescita misurata
            136 261stelle GitHub+949 (+0.70 %)