RAG e ricerca

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

   graphify

   Skill

   AttivoUltimo commit 3 giorni fa · 2026-08-30

   Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

   PythonLicenza: Apache-2.0

   • ai-agents
   • antigravity
   • ast
   • claude-code
   • code-analysis

   githubcreato 5 mesi facrescita misurataApri fonte ↗

   Installa git clone https://github.com/Graphify-Labs/graphify ~/.claude/skills/graphify

   114 054stelle GitHub+2 404 (+2.2 %)
2. 2

   OpenExecutive

   Agente

   AttivoUltimo commit 1 giorno fa · 2026-09-02

   AI-powered virtual executive team — a single coherent executive persona backed by 8 specialist Claude agents (FastAPI + Next.js).

   Python

   • ai
   • anthropic
   • claude
   • fastapi
   • llm

   githubcreato 2 mesi facrescita misurataApri fonte ↗

   3 488stelle GitHub+1 925 (+123.2 %)
3. 3

   utopia

   App

   AttivoUltimo commit oggi · 2026-09-03

   World's first open-source enterprise world model.

   RustLicenza: Apache-2.0

   • agent-memory
   • bitemporal
   • graphrag
   • knowledge-base
   • knowledge-graph

   githubcreato 26 giorni fanuovocrescita misurataApri fonte ↗

   2 428stelle GitHub+1 596 (+191.8 %)
4. 4

   book-to-skill

   Skill

   AttivoUltimo commit 1 giorno fa · 2026-09-01

   Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.

   PythonLicenza: MIT

   • agent-skills
   • ai-agents
   • book-to-skill
   • context-engineering
   • document-processing

   githubcreato 4 mesi facrescita misurataApri fonte ↗

   Installa git clone https://github.com/virgiliojr94/book-to-skill ~/.claude/skills/book-to-skill

   27 824stelle GitHub+1 525 (+5.8 %)
5. 5

   headroom

   MCP

   AttivoUltimo commit oggi · 2026-09-02

   Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

   PythonLicenza: Apache-2.0

   • agent
   • ai
   • anthropic
   • claude-code
   • compression

   githubcreato 7 mesi facrescita misurataApri fonte ↗

   68 629stelle GitHub+784 (+1.2 %)
6. 6

   claude-mem

   Skill

   AttivoUltimo commit oggi · 2026-09-03

   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

   githubcreato 12 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add thedotmack/claude-mem

   93 043stelle GitHub+717 (+0.78 %)
7. 7

   semantica

   Altro

   AttivoUltimo commit oggi · 2026-09-02

   Graph-Native Infrastructure for Context and Accountable AI Systems

   PythonLicenza: MIT

   • agent-memory
   • ai
   • ai-governance
   • ai-infrastructure
   • artificial-intelligence

   githubcreato 14 mesi facrescita misurataApri fonte ↗

   11 740stelle GitHub+678 (+6.1 %)
8. 8

   open-webui

   App

   AttivoUltimo commit 1 giorno fa · 2026-09-02

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

   Python

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

   githubcreato 2 anni facrescita misurataApri fonte ↗

   150 749stelle GitHub+584 (+0.39 %)
9. 9

   dify

   Altro

   AttivoUltimo commit oggi · 2026-09-03

   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

   githubcreato 3 anni facrescita misurataApri fonte ↗

   154 271stelle GitHub+567 (+0.37 %)
10. 10

    ragflow

    Agente

    AttivoUltimo commit oggi · 2026-09-03

    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

    githubcreato 2 anni facrescita misurataApri fonte ↗

    89 937stelle GitHub+518 (+0.58 %)
11. 11

    mem0

    Agente

    AttivoUltimo commit oggi · 2026-09-02

    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

    githubcreato 3 anni facrescita misurataApri fonte ↗

    64 602stelle GitHub+387 (+0.60 %)
12. 12

    langchain

    Agente

    AttivoUltimo commit oggi · 2026-09-03

    The agent engineering platform.

    PythonLicenza: MIT

    • agents
    • ai
    • ai-agents
    • anthropic
    • chatgpt

    githubcreato 3 anni facrescita misurataApri fonte ↗

    145 536stelle GitHub+378 (+0.26 %)
13. 13

    generative-ai-for-beginners

    Modello

    AttivoUltimo commit 6 giorni fa · 2026-08-27

    21 Lessons, Get Started Building with Generative AI

    Jupyter NotebookLicenza: MIT

    • ai
    • azure
    • chatgpt
    • dall-e
    • generative-ai

    githubcreato 3 anni facrescita misurataApri fonte ↗

    118 967stelle GitHub+298 (+0.25 %)
14. 14

    supabase

    Altro

    AttivoUltimo commit oggi · 2026-09-03

    The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.

    TypeScriptLicenza: Apache-2.0

    • ai
    • alternative
    • auth
    • database
    • deno

    githubcreato 6 anni facrescita misurataApri fonte ↗

    108 763stelle GitHub+260 (+0.24 %)
15. 15

    anything-llm

    Altro

    AttivoUltimo commit 1 giorno fa · 2026-09-02

    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

    githubcreato 3 anni facrescita misurataApri fonte ↗

    65 486stelle GitHub+178 (+0.27 %)
16. 16

    SkillCorpus

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.

    PythonLicenza: Apache-2.0

    • agent-memory
    • agent-skills
    • ai-agents
    • benchmark
    • dataset

    githubcreato 23 giorni fanuovocrescita misurataApri fonte ↗

    Installa git clone https://github.com/EverMind-AI/SkillCorpus ~/.claude/skills/SkillCorpus

    424stelle GitHub+170 (+66.9 %)
17. 17

    awesome-agentic-ai-zh

    MCP

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。

    PythonLicenza: MIT

    • agentic-ai
    • agentic-workflows
    • ai-agent
    • ai-agents
    • awesome-list

    githubcreato 4 mesi facrescita misurataApri fonte ↗

    6 589stelle GitHub+144 (+2.2 %)
18. 18

    promptfoo

    Altro

    AttivoUltimo commit oggi · 2026-09-03

    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

    githubcreato 3 anni facrescita misurataApri fonte ↗

    24 768stelle GitHub+142 (+0.58 %)
19. 19

    qdrant

    Altro

    AttivoUltimo commit oggi · 2026-09-02

    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

    githubcreato 6 anni facrescita misurataApri fonte ↗

    34 347stelle GitHub+116 (+0.34 %)
20. 20

    cognee

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    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

    githubcreato 3 anni facrescita misurataApri fonte ↗

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

    30 405stelle GitHub+105 (+0.35 %)
21. 21

    milvus

    Altro

    AttivoUltimo commit oggi · 2026-09-03

    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

    githubcreato 6 anni facrescita misurataApri fonte ↗

    45 938stelle GitHub+100 (+0.22 %)
22. 22

    onyx

    App

    AttivoUltimo commit oggi · 2026-09-03

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

    Python

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

    githubcreato 3 anni facrescita misurataApri fonte ↗

    31 898stelle GitHub+99 (+0.31 %)
23. 23

    JeecgBoot

    Altro

    AttivoUltimo commit 2 giorni fa · 2026-09-01

    【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

    githubcreato 7 anni facrescita misurataApri fonte ↗

    47 595stelle GitHub+89 (+0.19 %)
24. 24

    obsidian-second-brain

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    Persistent memory for Claude Code and 6 other CLI agents, stored as plain markdown in your Obsidian vault. Stop re-explaining your projects, decisions and people every session. 45 commands: hybrid semantic search, self-rewriting notes,…

    PythonLicenza: MIT

    • agent-skills
    • ai-agents
    • ai-note-taking
    • ai-second-brain
    • anthropic

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/eugeniughelbur/obsidian-second-brain ~/.claude/skills/obsidian-second-brain

    4 292stelle GitHub+66 (+1.6 %)