RAG e ricerca

Classifica degli strumenti

Ranked by normalized popularity across sources. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1. 1

   Vane

   Agente

   AttivoUltimo commit 2 giorni fa · 2026-09-01

   Vane is an AI-powered answering engine.

   TypeScriptLicenza: MIT

   • ai-agents
   • ai-search-engine
   • answering-engine
   • artificial-intelligence
   • llm

   githubcreato 2 anni famomentum stimatoApri fonte ↗

   36 578stelle GitHub—
2. 2

   book-to-skill

   Skill

   AttivoUltimo commit 2 giorni 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 %)
3. 3

   zvec

   Skill

   AttivoUltimo commit 1 giorno fa · 2026-09-02

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

   C++Licenza: Apache-2.0

   • agent-skills
   • db
   • embedded
   • faiss
   • fts

   githubcreato 9 mesi facrescita misurataApri fonte ↗

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

   15 591stelle GitHub+62 (+0.40 %)
4. 4

   MaxKB

   MCP

   AttivoUltimo commit 1 giorno fa · 2026-09-02

   🔥 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

   githubcreato 2 anni facrescita misurataApri fonte ↗

   22 693stelle GitHub+58 (+0.26 %)
5. 5

   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 %)
6. 6

   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 %)
7. 7

   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 %)
8. 8

   sentence-transformers

   Libreria

   SconosciutoUltimo commit: non disponibile

   Embeddings, Retrieval, and Reranking

   • Transformer Networks
   • BERT
   • XLNet
   • sentence embedding
   • PyTorch

   pypicrescita misurataApri fonte ↗

   Installa pip install sentence-transformers

   5 313 257download in 7 giorni-1 809 510 (-25.4 %)
9. 9

   databend

   Altro

   AttivoUltimo commit oggi · 2026-09-03

   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

   githubcreato 5 anni facrescita misurataApri fonte ↗

   9 433stelle GitHub+9 (+0.10 %)
10. 10

    llama-index

    Libreria

    SconosciutoUltimo commit: non disponibile

    Interface between LLMs and your data

    • LLM
    • NLP
    • RAG
    • data
    • devtools

    pypicrescita misurataApri fonte ↗

    Installa pip install llama-index

    762 620download in 7 giorni-556 575 (-42.2 %)
11. 11

    Sui Knowledge Base (kapa.ai)

    MCP

    AttivoUltimo commit 5 giorni fa · 2026-08-29

    Semantic search across Sui documentation and knowledge sources, powered by kapa.ai

    RustLicenza: Apache-2.0

    mcpcreato 4 anni facrescita misurataApri fonte ↗

    Server remoto da dichiarare nella configurazione MCP https://sui.mcp.kapa.ai

    7 740stelle GitHub+2 (+0.03 %)
12. 12

    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 %)
13. 13

    Daft

    Altro

    AttivoUltimo commit oggi · 2026-09-02

    High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

    RustLicenza: Apache-2.0

    • ai-engineering
    • ai-pipeline
    • arrow
    • artificial-intelligence
    • big-data

    githubcreato 4 anni facrescita misurataApri fonte ↗

    5 736stelle GitHub+5 (+0.09 %)
14. 14

    solace-agent-mesh

    Agente

    AttivoUltimo commit 1 giorno fa · 2026-09-02

    An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents with real-world data sources and systems, facilitating complex, multi-step workflows.

    PythonLicenza: Apache-2.0

    • a2a
    • agentframework
    • agentic
    • agentic-ai
    • agentic-framework

    githubcreato 20 mesi facrescita misurataApri fonte ↗

    4 950stelle GitHub-2 (-0.04 %)
15. 15

    crate

    Altro

    AttivoUltimo commit oggi · 2026-09-02

    CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.

    JavaLicenza: Apache-2.0

    • analytics
    • big-data
    • cratedb
    • database
    • dbms

    githubcreato 13 anni facrescita misurataApri fonte ↗

    4 432stelle GitHub+3 (+0.07 %)
16. 16

    obsidian-second-brain

    Skill

    AttivoUltimo commit 2 giorni 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 %)
17. 17

    atmosphere

    Agente

    AttivoUltimo commit 1 giorno fa · 2026-09-02

    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

    githubcreato 16 anni facrescita misurataApri fonte ↗

    3 804stelle GitHub+8 (+0.21 %)
18. 18

    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 %)
19. 19

    io.github.giancarloerra/socraticode

    MCP

    AttivoUltimo commit 5 giorni fa · 2026-08-28

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

    ↓ 1 242 download/settimanaTypeScriptLicenza: AGPL-3.0

    mcpcreato 6 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add socraticode -- npx socraticode

    3 275stelle GitHub+12 (+0.37 %)
20. 20

    LakeSoul

    Libreria

    AttivoUltimo commit oggi · 2026-09-03

    LakeSoul is an end-to-end, realtime cloud-native Lakehouse framework for fast data ingestion, concurrent updates, incremental analytics, multimodal data processing and vector search — powering next-generation BI and AI workloads.

    JavaLicenza: Apache-2.0

    • arrow
    • daft
    • datafusion
    • flink
    • gluten

    githubcreato 4 anni facrescita misurataApri fonte ↗

    3 249stelle GitHub+2 (+0.06 %)
21. 21

    skills

    Skill

    AttivoUltimo commit 2 giorni fa · 2026-09-01

    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

    githubcreato 6 mesi facrescita misurataApri fonte ↗

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

    3 172stelle GitHub+53 (+1.7 %)
22. 22

    io.github.blazickjp/arxiv-mcp-server

    MCP

    AttivoUltimo commit 7 giorni fa · 2026-08-26

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

    PythonLicenza: Apache-2.0

    mcpcreato 21 mesi facrescita misurataApri fonte ↗

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

    3 091stelle GitHub+26 (+0.85 %)
23. 23

    memsearch

    Skill

    AttivoUltimo commit 3 giorni fa · 2026-08-31

    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

    githubcreato 6 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add zilliztech/memsearch

    2 546stelle GitHub+27 (+1.1 %)
24. 24

    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 %)