Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

146

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
obsidian-second-brain
Skill
AttivoUltimo commit oggi · 2026-09-03
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 314stelle GitHub+73 (+1.7 %)
2
MaxKB
MCP
AttivoUltimo commit oggi · 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 710stelle GitHub+70 (+0.31 %)
3
EnterpriseAgentFramework
Skill
AttivoUltimo commit 4 giorni fa · 2026-08-31
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
githubcreato 5 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/w8123/EnterpriseAgentFramework ~/.claude/skills/EnterpriseAgentFramework
670stelle GitHub+69 (+11.5 %)
4
FastGPT
Agente
AttivoUltimo commit oggi · 2026-09-04
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 561stelle GitHub+67 (+0.23 %)
5
skills
Skill
AttivoUltimo commit oggi · 2026-09-04
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 194stelle GitHub+61 (+1.9 %)
6
haystack
Altro
AttivoUltimo commit oggi · 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 408stelle GitHub+56 (+0.21 %)
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 491stelle GitHub+53 (+0.13 %)
8
sim
Altro
AttivoUltimo commit oggi · 2026-09-04
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 537stelle GitHub+48 (+0.16 %)
9
LT2MD
Skill
AttivoUltimo commit 11 giorni fa · 2026-08-23
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
githubcreato 20 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/libnyx/LT2MD ~/.claude/skills/LT2MD
104stelle GitHub+45 (+76.3 %)
10
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 328stelle GitHub+34 (+0.12 %)
11
aura
MCP
AttivoUltimo commit oggi · 2026-09-03
AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs, state management, streaming, and failure handling required to put AI to work safely on production infrastructure.
RustLicenza: Apache-2.0
- a2a
- ai-agent-framework
- ai-agents
- ai-sre
- aiops
githubcreato 6 mesi facrescita misurataApri fonte ↗
291stelle GitHub+33 (+12.8 %)
12
memsearch
Skill
AttivoUltimo commit 1 giorno 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 560stelle GitHub+32 (+1.3 %)
13
cocoindex
Agente
AttivoUltimo commit 3 giorni fa · 2026-08-31
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 459stelle GitHub+29 (+0.25 %)
14
BidMaster-Pro
Skill
AttivoUltimo commit oggi · 2026-09-03
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
githubcreato 3 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/guangshu100/BidMaster-Pro ~/.claude/skills/BidMaster-Pro
244stelle GitHub+25 (+11.4 %)
15
ai-memory-vault
Skill
AttivoUltimo commit 4 giorni fa · 2026-08-31
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
githubcreato 2 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/jaredrhod/ai-memory-vault ~/.claude/skills/ai-memory-vault
615stelle GitHub+23 (+3.9 %)
16
trpc-agent-go
MCP
AttivoUltimo commit oggi · 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+16 (+0.92 %)
17
MindMemOS
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-02
Python
- agent
- agent-memory
- agent-skills
- agentic
- dsh-plugin
githubcreato 2 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/mindscale-noah/MindMemOS ~/.claude/skills/MindMemOS
975stelle GitHub+13 (+1.4 %)
18
atmosphere
Agente
AttivoUltimo commit oggi · 2026-09-03
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 %)
19
databend
Altro
AttivoUltimo commit oggi · 2026-09-04
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+10 (+0.11 %)
20
Daft
Altro
AttivoUltimo commit oggi · 2026-09-03
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 741stelle GitHub+10 (+0.17 %)
21
tidb
Agente
AttivoUltimo commit oggi · 2026-09-04
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 487stelle GitHub+9 (+0.02 %)
22
notebooklm-mcp
MCP
AttivoUltimo commit oggi · 2026-09-03
Google NotebookLM over MCP + a local HTTP REST API. Citation-backed Q&A, audio/video/content generation, multi-account rotation. For Claude Code, Codex, Cursor, n8n, Zapier, Make.
TypeScriptLicenza: MIT
- agentic-skill
- anthropic
- automation
- citations
- claude-code
githubcreato 9 mesi facrescita misurataApri fonte ↗
173stelle GitHub+8 (+4.8 %)
23
Enzyme
MCP
AttivoUltimo commit 6 giorni fa · 2026-08-28
Semantic search and pattern discovery for Obsidian and markdown vaults.
TypeScript
mcpcreato 19 mesi facrescita misurataApri fonte ↗
59stelle GitHub+7 (+13.5 %)

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
ai-engineering-hub
Agente
AttivoUltimo commit 8 giorni fa · 2026-08-26Apri fonte ↗
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
Jupyter NotebookLicenza: MIT
- agents
- ai
- llms
- machine-learning
- mcp
githubattivo 8 giorni facreato 22 mesi faRisorsacrescita misurata
37 263stelle GitHub+46 (+0.12 %)
2
atlas-agent-control-plane
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-02Apri 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
attivo 1 giorno facreato 33 giorni faRisorsacrescita misurata
110stelle GitHub+44 (+66.7 %)

RAG e ricerca

Utilizzo

Attività

Ordina per

Classifica degli strumenti

obsidian-second-brain

MaxKB

EnterpriseAgentFramework

FastGPT

skills

haystack

quivr

sim

LT2MD

Resume-Matcher

aura

memsearch

cocoindex

BidMaster-Pro

ai-memory-vault

trpc-agent-go

MindMemOS

atmosphere

databend

Daft

tidb

notebooklm-mcp

Enzyme

Risorse didattiche e di riferimento

ai-engineering-hub

atlas-agent-control-plane