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

   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 %)
2. 2

   haystack

   Altro

   AttivoUltimo commit 1 giorno fa · 2026-09-02

   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 400stelle GitHub+54 (+0.20 %)
3. 3

   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 %)
4. 4

   FastGPT

   Agente

   AttivoUltimo commit 1 giorno fa · 2026-09-02

   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

   githubcreato 3 anni facrescita misurataApri fonte ↗

   29 548stelle GitHub+55 (+0.19 %)
5. 5

   sim

   Altro

   AttivoUltimo commit oggi · 2026-09-03

   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

   githubcreato 20 mesi facrescita misurataApri fonte ↗

   29 529stelle GitHub+49 (+0.17 %)
6. 6

   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 %)
7. 7

   quivr

   Libreria

   AttivoUltimo commit 3 giorni fa · 2026-08-31

   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

   githubcreato 3 anni facrescita misurataApri fonte ↗

   39 475stelle GitHub+37 (+0.09 %)
8. 8

   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 %)
9. 9

   Resume-Matcher

   Altro

   AttivoUltimo commit 3 giorni fa · 2026-08-31

   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

   githubcreato 6 anni facrescita misurataApri fonte ↗

   28 316stelle GitHub+22 (+0.08 %)
10. 10

    crate

    Altro

    AttivoUltimo commit 1 giorno fa · 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 %)
11. 11

    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 %)
12. 12

    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 %)
13. 13

    bisheng

    Agente

    AttivoUltimo commit oggi · 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 %)
14. 14

    tidb

    Agente

    AttivoUltimo commit 1 giorno fa · 2026-09-02

    TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.

    GoLicenza: Apache-2.0

    • agent
    • agent-context
    • agent-memory
    • agentic
    • ai

    githubcreato 11 anni facrescita misurataApri fonte ↗

    40 484stelle GitHub+6 (+0.01 %)
15. 15

    FO Semantic MCP

    MCP

    SconosciutoUltimo commit: non disponibile

    Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes, and more.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add fo-semantic-mcp -- npx fo-semantic-mcp

    86download in 7 giornistabile
16. 16

    my-wiki

    Skill

    AttivoUltimo commit 4 giorni fa · 2026-08-30

    Local-first AI knowledge app and Agent Skill with evidence-backed Wiki, an interactive knowledge universe, Viki Q&A, and shareable knowledge galaxies.

    JavaScriptLicenza: MIT

    • agent-skills
    • ai-agents
    • ai-assistant
    • claude-code
    • codex

    githubcreato 2 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/NimaChu/my-wiki ~/.claude/skills/my-wiki

    123stelle GitHubstabile
17. 17

    com.apple-rag/mcp-server

    MCP

    AttivoUltimo commit 35 giorni fa · 2026-07-30

    Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

    TypeScriptLicenza: MIT

    mcpcreato 13 mesi facrescita misurataApri fonte ↗

    Server remoto da dichiarare nella configurazione MCP https://mcp.apple-rag.com

    116stelle GitHubstabile
18. 18

    DM-Code-Agent

    Skill

    AttivoUltimo commit 7 giorni fa · 2026-08-27

    Local-first, auditable Python code agent. Ships its own 30-task hidden-test benchmark plus SWE-bench Verified scored by the official harness -- every number reproducible, negative results included.

    PythonLicenza: MIT

    • agent
    • agent-evaluation
    • agent-skills
    • code-agent
    • llm

    githubcreato 11 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/hwfengcs/DM-Code-Agent ~/.claude/skills/DM-Code-Agent

    151stelle GitHubstabile
19. 19

    Picsha AI

    MCP

    SconosciutoUltimo commit: non disponibile

    AI-native digital asset management: semantic search, generative image edits, and CDN delivery.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add picsha -- npx @picsha-ai/mcp-server

    76download in 7 giornistabile
20. 20

    ai.wild-card/deepcontext

    MCP

    SconosciutoUltimo commit: non disponibile

    Advanced codebase indexing and semantic search MCP server

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add deepcontext -- npx @wildcard-ai/deepcontext

    74download in 7 giornistabile
21. 21

    data-agent-tutorial

    Agente

    AttivoUltimo commit 50 giorni fa · 2026-07-15

    Data-Agent：从 0 到 1 构建 Text2SQL 智能体实战教程，覆盖 StateGraph 编排、双重 RAG、关系图谱、HITL 人工确认、SQL 自动纠错、Python Docker 沙盒执行与 A2A + SSE 流式交互。

    Kotlin

    • a2a
    • ai-agent
    • human-in-the-loop
    • rag
    • stategraph

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    100stelle GitHubstabile
22. 22

    SR-Agents

    Skill

    AttivoUltimo commit 2 mesi fa · 2026-07-02

    SRA-Bench and SR-Agents: a benchmark and toolkit for skill-retrieval-augmented LLM agents.

    PythonLicenza: MIT

    • agent-memory
    • agent-skills
    • agentic-ai
    • benchmark
    • llm-based-agents

    githubcreato 4 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/oneal2000/SR-Agents ~/.claude/skills/SR-Agents

    101stelle GitHubstabile
23. 23

    DocMeld

    Skill

    AttivoUltimo commit 36 giorni fa · 2026-07-29

    Lightweight Doc-to-agent-ready knowledge pipeline. Three-stage Bronze→Silver→Gold architecture extracts structured elements, page content, and AI-enriched metadata from research papers and books. Generate PRDs, workflows, topic clusters,…

    Python

    • agent-use-ready
    • ai-agents
    • claude-code
    • claude-skills
    • doc-converter

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/agentii-ai/DocMeld ~/.claude/skills/DocMeld

    100stelle GitHubstabile
24. 24

    aaron

    Altro

    AbbandonatoUltimo commit 12 mesi fa · 2025-08-11

    Step-by-step challenge lab repo to build your custom LLM Deep Researcher Assistant using Genkit

    TypeScript

    • a2a
    • deep-research
    • firestore
    • gcp
    • genkit

    githubcreato 21 mesi facrescita misurataApri fonte ↗

    97stelle GitHubstabile