RAG e ricerca

Classifica degli strumenti

Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1. 1

   haystack

   Altro

   AttivoUltimo commit 1 giorno fa · 2026-09-04

   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

   githubcreato 6 anni facrescita misurataApri fonte ↗

   26 419stelle GitHub+57 (+0.22 %)
2. 2

   promptfoo

   Altro

   AttivoUltimo commit oggi · 2026-09-04

   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 825stelle GitHub+159 (+0.64 %)
3. 3

   MaxKB

   MCP

   AttivoUltimo commit 1 giorno fa · 2026-09-04

   🔥 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 715stelle GitHub+67 (+0.30 %)
4. 4

   zvec

   Skill

   AttivoUltimo commit 1 giorno fa · 2026-09-04

   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 784stelle GitHub+246 (+1.6 %)
5. 5

   semantica

   Altro

   AttivoUltimo commit 1 giorno fa · 2026-09-04

   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 ↗

   12 013stelle GitHub+748 (+6.6 %)
6. 6

   bisheng

   Agente

   AttivoUltimo commit 2 giorni fa · 2026-09-03

   BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level…

   PythonLicenza: Apache-2.0

   • agent
   • ai
   • chatbot
   • enterprise
   • finetune

   githubcreato 3 anni facrescita misurataApri fonte ↗

   11 923stelle GitHub+3 (+0.03 %)
7. 7

   cocoindex

   Agente

   AttivoUltimo commit 1 giorno fa · 2026-09-04

   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

   githubcreato 18 mesi facrescita misurataApri fonte ↗

   11 468stelle GitHub+36 (+0.31 %)
8. 8

   databend

   Altro

   AttivoUltimo commit oggi · 2026-09-05

   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 434stelle GitHub+8 (+0.08 %)
9. 9

   Sui Knowledge Base (kapa.ai)

   MCP

   AttivoUltimo commit 7 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 GitHubstabile
10. 10

    awesome-agentic-ai-zh

    MCP

    AttivoUltimo commit oggi · 2026-09-04

    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 659stelle GitHub+154 (+2.4 %)
11. 11

    Daft

    Altro

    AttivoUltimo commit 1 giorno fa · 2026-09-04

    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 747stelle GitHub+15 (+0.26 %)
12. 12

    solace-agent-mesh

    Agente

    AttivoUltimo commit 2 giorni fa · 2026-09-03

    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 %)
13. 13

    crate

    Altro

    AttivoUltimo commit 1 giorno fa · 2026-09-04

    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+2 (+0.05 %)
14. 14

    obsidian-second-brain

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-04

    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 321stelle GitHub+67 (+1.6 %)
15. 15

    utopia

    App

    AttivoUltimo commit oggi · 2026-09-05

    World's first open-source enterprise world model.

    RustLicenza: Apache-2.0

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

    githubcreato 29 giorni fanuovocrescita misurataApri fonte ↗

    4 008stelle GitHub+3 176 (+381.7 %)
16. 16

    atmosphere

    Agente

    AttivoUltimo commit 1 giorno fa · 2026-09-04

    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 808stelle GitHub+12 (+0.32 %)
17. 17

    OpenExecutive

    Agente

    AttivoUltimo commit 1 giorno fa · 2026-09-04

    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 759stelle GitHub+913 (+32.1 %)
18. 18

    io.github.giancarloerra/socraticode

    MCP

    AttivoUltimo commit 8 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 GitHubstabile
19. 19

    LakeSoul

    Libreria

    AttivoUltimo commit 1 giorno fa · 2026-09-04

    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 %)
20. 20

    skills

    Skill

    AttivoUltimo commit oggi · 2026-09-05

    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 206stelle GitHub+67 (+2.1 %)
21. 21

    io.github.blazickjp/arxiv-mcp-server

    MCP

    AttivoUltimo commit 9 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 GitHubstabile
22. 22

    zvec-grep

    Altro

    AttivoUltimo commit 1 giorno fa · 2026-09-04

    Local-first search across your workspace, built for humans and AI agents.

    TypeScriptLicenza: Apache-2.0

    • ai-agents
    • bm25
    • cli
    • code-search
    • full-text-search

    githubcreato 57 giorni facrescita misurataApri fonte ↗

    2 676stelle GitHub+502 (+23.1 %)
23. 23

    memsearch

    Skill

    AttivoUltimo commit 3 giorni fa · 2026-09-02

    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 565stelle GitHub+36 (+1.4 %)
24. 24

    trpc-agent-go

    MCP

    AttivoUltimo commit 1 giorno fa · 2026-09-04

    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

    githubcreato 15 mesi facrescita misurataApri fonte ↗

    1 763stelle GitHub+15 (+0.86 %)
25. 25

    hivemind

    Skill

    AttivoUltimo commit 2 giorni fa · 2026-09-03

    Hivemind turns your traces into reusable skills across agents

    TypeScriptLicenza: Apache-2.0

    • ai
    • ai-agents
    • ai-memory
    • anthropic
    • artificial-intelligence

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add activeloopai/hivemind

    1 593stelle GitHub+4 (+0.25 %)