Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

146

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
claude-mem-lite
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-04
Persistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, and context across sessions. Hybrid FTS5 + TF-IDF search with episode batching. Single SQLite DB, no external services. Alternative to claude-mem…
JavaScriptLicenza: MIT
- agent-memory
- ai-coding-assistant
- ai-memory
- anthropic
- claude
githubcreato 6 mesi facrescita misurataApri fonte ↗
57stelle GitHub+3 (+5.6 %)
2
webfetch
Skill
AttivoUltimo commit 44 giorni fa · 2026-07-23
Own your LLM's web search: a local search->fetch->rank pipeline that replaces hosted web-search tools. Measured: matches hosted accuracy at 66% lower cost and up to 88% fewer tokens, plus a precision-tuned semantic caching with…
PythonLicenza: MIT
- agent-memory
- agent-skills
- agentic-workflow
- agents
- anthropic
githubcreato 4 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/firish/webfetch ~/.claude/skills/webfetch
55stelle GitHubstabile
3
io.github.msdanyg/smart-connections-mcp
MCP
AttivoUltimo commit 14 giorni fa · 2026-08-22
Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private.
TypeScriptLicenza: MIT
mcpcreato 10 mesi facrescita misurataApri fonte ↗
Installa claude mcp add smart-connections-mcp -- npx smart-connections-mcp
54stelle GitHubstabile
4
SDYJ_Multi_Agents
Skill
AttivoUltimo commit 42 giorni fa · 2026-07-25
A LangGraph-powered multi-agent deep research system featuring task planning, human-in-the-loop review, multi-source retrieval, evidence-grounded report generation, full tracing and reproducible evaluation.
PythonLicenza: MIT
- agent
- agent-skills
- agentic-workflow
- langgraph
- llm
githubcreato 11 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/hwfengcs/SDYJ_Multi_Agents ~/.claude/skills/SDYJ_Multi_Agents
50stelle GitHubstabile
5
LLM-Wiki
MCP
DormienteUltimo commit 4 mesi fa · 2026-04-26
Autonomous knowledge base plugin for Claude Code - captures reserch, ideas, and decisions into an interlinked wiki with reserch-on-miss, semantic search, and a Wikipedia-style web UI. Knowledge compounds as you work.
PythonLicenza: MIT
- ai-tools
- autonomous-agent
- claude-code
- claude-code-plugin
- fastapi
githubcreato 4 mesi facrescita misurataApri fonte ↗
49stelle GitHubstabile
6
langchain
Libreria
SconosciutoUltimo commit: non disponibile
Typescript bindings for langchain
- llm
- ai
- gpt3
- chain
- prompt
npmcrescita misurataApri fonte ↗
Installa npm install langchain
1 918 070download in 7 giorni-677 690 (-26.1 %)
7
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
781 161download in 7 giorni-206 854 (-20.9 %)
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
5 340 106download in 7 giorni-795 607 (-13.0 %)

Risorse didattiche e di riferimento

Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

1
ai-agent-architecture
Altro
AttivoUltimo commit 27 giorni fa · 2026-08-09Apri fonte ↗
Build LLM systems you actually control. A free, open engineering book + course — from tokenization to serving your own models. Mechanisms, trade-offs, and numbers, not prompt tips
HTML
- a2a-protocol
- ai
- ai-agents
- context-engineering
- distributed-systems
githubattivo 27 giorni facreato 50 giorni faRisorsacrescita misurata
46stelle GitHubstabile
2
claude-wiki
Skill
AttivoUltimo commit 34 giorni fa · 2026-08-02Apri fonte ↗
Official Claude Documentation - Converted to 2000+ Markdown Files - All documentation sourced from first party sources- 24 categories - refreshed daily, multi-agent orchestration
HTML
- agents-sdk
- anthropic
- anthropic-api
- claude
- claude-ai
github
Installa /plugin marketplace add johnzfitch/claude-wiki
attivo 34 giorni facreato 6 mesi faRisorsacrescita misurata
21stelle GitHubstabile
3
Agentic_AI_Engineer
Agente
AttivoUltimo commit 4 giorni fa · 2026-09-01Apri fonte ↗
My complete journey to becoming an Agentic AI Engineer through structured learning, projects, experiments, and production-ready implementations of modern AI systems.
Jupyter NotebookLicenza: MIT
- a2a-protocol
- agent-orchestration
- ai-guardrails
- fastapi
- kubernetes
githubattivo 4 giorni facreato 41 giorni faRisorsacrescita misurata
18stelle GitHubstabile
4
lit-review-agent-tools
MCP
AttivoUltimo commit 5 giorni fa · 2026-08-31Apri fonte ↗
🤖 The strongest curated list of open-source AI-agent tools for literature review — 70+ tools across 11 categories (Claude Code skills, deep research, MCP servers, PDF parsing, systematic review). 面向智能体文献综述的最强工具大全。
PythonLicenza: CC0-1.0
- academic-research
- ai-agents
- awesome
- awesome-list
- claude-code
githubattivo 5 giorni facreato 42 giorni faRisorsacrescita misurata
16stelle GitHub+3 (+23.1 %)
5
claude-memory
Altro
DormienteUltimo commit 6 mesi fa · 2026-02-14Apri fonte ↗
Persistent memory for Claude Code. Auto-capture decisions, learnings, client info. Cloud backup to Supabase. Never lose context again. Free alternative to Mem.ai, Rewind AI, Personal AI.
PythonLicenza: MIT
- ai-memory
- claude
- claude-code
- claude-code-skills
- claude-memory
githubattivo 6 mesi facreato 7 mesi faRisorsacrescita misurata
14stelle GitHubstabile
6
spring-ai-recipes-learning
Agente
AttivoUltimo commit 55 giorni fa · 2026-07-12Apri fonte ↗
Spring AI 实战教程 🚀 ChatClient → RAG → MCP → Agent → A2A，24 个手写模块循序渐进（Spring Boot 4.1 + Spring AI 2.0 + Java 21）
Java
- a2a
- ai-agent
- chatclient
- gradle
- java
githubattivo 55 giorni facreato 56 giorni faRisorsacrescita misurata
3stelle GitHubstabile
7
GenAI-Projects
Agente
DormienteUltimo commit 11 mesi fa · 2025-09-29Apri fonte ↗
Collection of some interesting Generative AI usecases implementation.
Jupyter NotebookLicenza: MIT
- a2a-protocol
- chatbot
- gemini-api
- gemini-live
- generative-ai
githubattivo 11 mesi facreato 18 mesi faRisorsacrescita misurata
2stelle GitHubstabile
8
awesome-agentic-ai
MCP
AttivoUltimo commit 7 giorni fa · 2026-08-29Apri fonte ↗
Curated Agentic AI resources: AI agent frameworks, tutorials, courses, projects, MCP tools, research papers, evaluation, security, and production guides.
Licenza: CC0-1.0
- a2a
- agent-framework
- agentic-ai
- ai-agents
- ai-engineering
githubattivo 7 giorni facreato 7 giorni fanuovoRisorsacrescita misurata
2stelle GitHubstabile
9
production-ai-engineering
Agente
AttivoUltimo commit 47 giorni fa · 2026-07-20Apri fonte ↗
Handbook técnico aberto sobre engenharia de IA em produção: ML tradicional, LLMs, RAG, agentes, segurança, observabilidade, FinOps e deployment.
Markdown
- a2a-protocol
- agentic-ai
- ai
- ai-agents
- ai-engineering
githubattivo 47 giorni facreato 3 mesi faRisorsacrescita misurata
1stelle GitHubstabile
10
ai-resources
Altro
AttivoUltimo commit 1 giorno fa · 2026-09-04Apri fonte ↗
Comprehensive collection of AI concepts, research findings, and practical implementations. From machine learning fundamentals to cutting-edge LLMs, agents, and emerging technologies.
PythonLicenza: MIT
- a2a
- ai
- azureopenai
- mcp
- openai
githubattivo 1 giorno facreato 10 mesi faRisorsacrescita misurata
1stelle GitHubstabile
11
agentic-ai-engineer-roadmap
Agente
DormienteUltimo commit 4 mesi fa · 2026-04-21Apri fonte ↗
Interactive roadmap for becoming an Agentic AI Engineer — 11 stages from Python & FastAPI to multi-agent systems, MCP, RAG, Docker, and context engineering
HTML
- a2a
- agentic-ai
- ai
- containerization
- llm
githubattivo 4 mesi facreato 4 mesi faRisorsacrescita misurata
1stelle GitHubstabile
12
Agentic-AI-Project-Find-Deal-Opportunities
Altro
AttivoUltimo commit 1 giorno fa · 2026-09-04Apri fonte ↗
Detect underpriced products by scraping deals and using AI models to estimate fair prices for profit opportunity identification.
Jupyter Notebook
- a
- a2a
- activemq
- amqp
- awesome
githubattivo 1 giorno facreato 6 mesi faRisorsacrescita misurata
1stelle GitHubstabile
13
awesome-agents
Agente
DormienteUltimo commit 3 mesi fa · 2026-06-03Apri fonte ↗
50+ AI agent apps you can actually run — MCP, A2A, LangGraph, SAP, RAG, and multi-agent patterns
- a2a
- ai-agents
- anthropic
- awesome-list
- langchain
githubattivo 3 mesi facreato 3 mesi faRisorsacrescita misurata
0stelle GitHubstabile

RAG e ricerca

Utilizzo

Attività

Ordina per

Classifica degli strumenti

claude-mem-lite

webfetch

io.github.msdanyg/smart-connections-mcp

SDYJ_Multi_Agents

LLM-Wiki

langchain

llama-index

sentence-transformers

Risorse didattiche e di riferimento

ai-agent-architecture

claude-wiki

Agentic_AI_Engineer

lit-review-agent-tools

claude-memory

spring-ai-recipes-learning

GenAI-Projects

awesome-agentic-ai

production-ai-engineering

ai-resources

agentic-ai-engineer-roadmap

Agentic-AI-Project-Find-Deal-Opportunities

awesome-agents