Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

145

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

    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+62 (+0.40 %)
  2. 2

    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+58 (+0.26 %)
  3. 3

    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 548stelle GitHub+55 (+0.19 %)
  4. 4

    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 400stelle GitHub+54 (+0.20 %)
  5. 5

    Skill
    Attivo

    ReachAI企业级智能体开发平台：快速、安全完成已有业务系统智能化改造，让 AI 在 OA、ERP、CRM 等原系统中查数据、填表单、办业务。ReachAI: Quickly and securely bring AI to existing enterprise systems, enabling AI to query data, fill out forms, and execute business tasks directly within OA, ERP,…

    JavaLicenza: MIT
    • a2a
    • agent
    • agent-framework
    • agent-skills
    • agents

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/w8123/EnterpriseAgentFramework ~/.claude/skills/EnterpriseAgentFramework

    638stelle GitHub+54 (+9.2 %)
  6. 6

    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+53 (+1.7 %)
  7. 7

    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 529stelle GitHub+49 (+0.17 %)
  8. 8

    Skill
    Attivo

    AI-agent skill producing reusable Markdown from PDFs. It turns flowcharts, diagrams, and charts into text beside each caption instead of empty links. It checks an earlier conversion against the PDF and fixes misread or missing parts. Long…

    PythonLicenza: AGPL-3.0
    • agent-skills
    • ai-agents
    • codex
    • codex-skill
    • document-conversion

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/libnyx/LT2MD ~/.claude/skills/LT2MD

    89stelle GitHub+38 (+74.5 %)
  9. 9

    Libreria
    Attivo

    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…

    Python
    • ai
    • api
    • chatbot
    • chatgpt
    • database

    githubcrescita misurataApri fonte ↗

    39 475stelle GitHub+37 (+0.09 %)
  10. 10

    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 453stelle GitHub+32 (+0.28 %)
  11. 11

    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+27 (+1.1 %)
  12. 12

    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 %)
    • 13

      Altro
      Attivo

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

      TypeScriptLicenza: Apache-2.0
      • applicant-tracking-system
      • ats
      • hacktoberfest
      • machine-learning
      • natural-language-processing

      githubcrescita misurataApri fonte ↗

      28 316stelle GitHub+22 (+0.08 %)
    • 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+18 (+1.0 %)
    • 15

      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+17 (+7.9 %)
    • 16

      MCP
      Attivo

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

      RustLicenza: MIT

        mcpcrescita misurataApri fonte ↗

        67stelle GitHub+14 (+26.4 %)
      • 17

        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+13 (+2.2 %)
      • 18

        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 275stelle GitHub+12 (+0.37 %)
        • 19

          Skill
          Attivo
          Python
          • agent
          • agent-memory
          • agent-skills
          • agentic
          • dsh-plugin

          githubcrescita misurataApri fonte ↗

          Installa git clone https://github.com/mindscale-noah/MindMemOS ~/.claude/skills/MindMemOS

          970stelle GitHub+12 (+1.3 %)
        • 20

          MCP
          Attivo

          Search your past AI coding sessions — Claude Code, Codex, Cursor and 17 more. Indexes the session history they already wrote to disk, including months from before you installed it, and recalls it in any of them. No LLM, no embeddings, one…

          GoLicenza: MIT
          • agent-memory
          • ai-memory
          • claude-code
          • claude-code-hooks
          • claude-code-plugins

          githubcrescita misurataApri fonte ↗

          742stelle GitHub+11 (+1.5 %)
        • 21

          Altro
          Attivo

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

          Rust
          • ai
          • bigdata
          • cloud-native
          • database
          • elasticsearch

          githubcrescita misurataApri fonte ↗

          9 433stelle GitHub+9 (+0.10 %)
        • 22

          MCP
          Attivo

          AI-powered code indexer with semantic search and knowledge graphs

          RustLicenza: Apache-2.0

            mcpcrescita misurataApri fonte ↗

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

            459stelle GitHub+9 (+2.0 %)
          • 23

            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 804stelle GitHub+8 (+0.21 %)

          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+63 (+0.17 %)
          2. 2

            atlas-agent-control-plane

            Skill
            AttivoApri fonte ↗

            AtlasAgent - an auditable AI agent control plane: evidence-backed memory, governed tool runtime, checkpoint DAG recovery, and a 55-chapter engineering tutorial. FastAPI / Next.js PWA / Textual TUI

            PythonLicenza: MIT
            • agent
            • agent-framework
            • agent-orchestration
            • agent-skills
            • agentic-ai
            github

            Installa git clone https://github.com/malevrigns/atlas-agent-control-plane ~/.claude/skills/atlas-agent-control-plane

            Risorsacrescita misurata
            105stelle GitHub+47 (+81.0 %)