Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

116

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

    全流程 智能招投标 Agent：标书生成 · 招投标解读 · 标书检查 · 标书文档ai排版 · 商机发现 一键完成。 21 项合规检查 · 多模型切换 · RAG 知识库 · OCR 抽取。 从招标公告到可交付 docx 文档，全流程 AI 自动化。

    PythonLicenza: AGPL-3.0
    • agent-skills
    • agentic-workflow
    • ai-agent
    • bid-management
    • bidding

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/guangshu100/BidMaster-Pro ~/.claude/skills/BidMaster-Pro

    233stelle GitHub+20 (+9.4 %)
  2. 2

    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 405stelle GitHub+123 (+0.41 %)
  3. 3

    Skill
    Attivo

    Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end.

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

    githubcrescita misurataApri fonte ↗

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

    3 172stelle GitHub+61 (+2.0 %)
  4. 4

    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 327stelle GitHub+116 (+0.34 %)
  5. 5

    Altro
    Attivo

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

    GoLicenza: Apache-2.0
    • anns
    • cloud-native
    • diskann
    • distributed
    • embedding-database

    githubcrescita misurataApri fonte ↗

    45 925stelle GitHub+114 (+0.25 %)
  6. 6

    App
    Attivo

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

    Python
    • ai
    • ai-chat
    • chatgpt
    • chatui
    • enterprise-search

    githubcrescita misurataApri fonte ↗

    31 885stelle GitHub+105 (+0.33 %)
  7. 7

    Altro
    Attivo

    【低代码v2.0，一句话即可生成整个系统】企业级AI低代码平台，一键生成前后端代码甚至整个系统。 AI Skills 一句话画流程、设计表单、生成报表、大屏。内置 AI应用平台涵盖：AI聊天、知识库、流程编排、MCP插件等，兼容主流大模型。引领AI低代码「Skills 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式，解决 Java 项目 90% 重复工作，提高效率又不失灵活。

    JavaLicenza: Apache-2.0
    • activiti
    • agent
    • ai
    • antd
    • claude-code

    githubcrescita misurataApri fonte ↗

    47 595stelle GitHub+110 (+0.23 %)
  8. 8

    Skill
    Attivo

    A lightweight, lightning-fast, in-process vector database

    C++Licenza: Apache-2.0
    • agent-skills
    • db
    • embedded
    • faiss
    • fts

    githubcrescita misurataApri fonte ↗

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

    15 591stelle GitHub+72 (+0.46 %)
  9. 9

    MCP
    Attivo

    🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

    PythonLicenza: GPL-3.0
    • agent
    • agentic-ai
    • chatbot
    • deepseek-r1
    • knowledgebase

    githubcrescita misurataApri fonte ↗

    22 693stelle GitHub+76 (+0.34 %)
  10. 10

    MCP
    Attivo

    Semantic search and pattern discovery for Obsidian and markdown vaults.

    TypeScript

      mcpcrescita misurataApri fonte ↗

      59stelle GitHub+7 (+13.5 %)
    • 11

      Altro
      Attivo

      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…

      PythonLicenza: Apache-2.0
      • agent-framework
      • agentic-ai
      • agentic-rag
      • agents
      • ai

      githubcrescita misurataApri fonte ↗

      26 392stelle GitHub+67 (+0.25 %)
    • 12

      Agente
      Attivo

      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…

      TypeScript
      • agent
      • claude
      • deepseek
      • llm
      • mcp

      githubcrescita misurataApri fonte ↗

      29 537stelle GitHub+58 (+0.20 %)
    • 13

      Skill
      Attivo

      A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.

      PythonLicenza: MIT
      • agent
      • agent-memory
      • ai-agents
      • claude-code
      • claude-code-plugin

      githubcrescita misurataApri fonte ↗

      Installa /plugin marketplace add zilliztech/memsearch

      2 546stelle GitHub+31 (+1.2 %)
    • 14

      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 759stelle GitHub+24 (+1.4 %)
    • 15

      MCP
      Attivo

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

      ↓ 70 download/settimanaJavaScriptLicenza: Apache-2.0

        mcpcrescita misurataApri fonte ↗

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

        105stelle GitHub+7 (+7.1 %)
      • 16

        MCP
        Attivo

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

        ↓ 73 download/settimanaJavaScriptLicenza: Apache-2.0

          mcpcrescita misurataApri fonte ↗

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

          105stelle GitHub+7 (+7.1 %)
        • 17

          MCP
          Attivo

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

          ↓ 84 download/settimanaJavaScriptLicenza: Apache-2.0

            mcpcrescita misurataApri fonte ↗

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

            105stelle GitHub+7 (+7.1 %)
          • 18

            MCP
            Attivo

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

            JavaScriptLicenza: Apache-2.0

              mcpcrescita misurataApri fonte ↗

              Server remoto da dichiarare nella configurazione MCP https://three.ws/api/ibm-mcp

              105stelle GitHub+7 (+7.1 %)
            • 19

              Skill
              Attivo

              Give your AI a real, persistent memory. The open-source system plus templates that turn an Obsidian vault into your AI's working memory. No vector database, just markdown.

              • agent-memory
              • ai
              • ai-agents
              • ai-memory
              • anthropic

              githubcrescita misurataApri fonte ↗

              Installa git clone https://github.com/jaredrhod/ai-memory-vault ~/.claude/skills/ai-memory-vault

              605stelle GitHub+15 (+2.5 %)
            • 20

              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 448stelle GitHub+37 (+0.32 %)
            • 21

              Altro
              Attivo

              剧本分镜工具智能体（PenShot）：电影/动漫/短剧/小说/剧本→分镜→片段→prompt | 基于 LangGraph+LLM，自动解析任意格式剧本，生成 Sora/Veo/Runway 等模型可用的连贯text-to-video提示词。保持角色/剧情跨片段一致，支持 MCP/REST API/函数调用 | Python库 + A2A集成。（LLM-powered screenplay-to-video-prompt agent. Break scripts into…

              PythonLicenza: MIT
              • agent-to-agent
              • ai-filmmaking
              • ai-video-generation
              • character-consistency
              • function-calling

              githubcrescita misurataApri fonte ↗

              157stelle GitHub+8 (+5.4 %)
            • 22

              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 091stelle GitHub+26 (+0.85 %)
              • 23

                MCP
                Attivo

                Calibre ebook library server: search, read content, curate metadata, semantic search, gated writes.

                ↓ 191 download/settimanaTypeScriptLicenza: MIT

                  mcpcrescita misurataApri fonte ↗

                  Installa claude mcp add calibre-mcp -- npx calibre-mcp

                  12stelle GitHub+2 (+20.0 %)
                • 24

                  Altro
                  Attivo

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

                  TypeScriptLicenza: Apache-2.0
                  • agent-workflow
                  • agentic-workflow
                  • agents
                  • ai
                  • aiagents

                  githubcrescita misurataApri fonte ↗

                  29 510stelle GitHub+36 (+0.12 %)

                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

                  ai-engineering-hub

                  Agente
                  AttivoApri fonte ↗

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

                  Jupyter NotebookLicenza: MIT
                  • agents
                  • ai
                  • llms
                  • machine-learning
                  • mcp
                  githubRisorsacrescita misurata
                  37 263stelle GitHub+75 (+0.20 %)