Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

133

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
docmancer
Skill
AttivoUltimo commit 22 giorni fa · 2026-08-13
Find out what your coding agents already know. Docmancer indexes the memory, rules, and instructions Claude Code, Codex, Cursor, and Gemini wrote on your machine, then carries the durable parts to every agent. It is local-first and under…
PythonLicenza: MIT
- agent-memory
- ai
- ai-agents
- ai-memory
- claude-code
githubcreato 5 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/docmancer/docmancer ~/.claude/skills/docmancer
123stelle GitHub+1 (+0.82 %)
2
Petrichor
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-03
A self-hosted knowledge platform for humans and AI agents — publish wikis, blogs, and portable Agent Skills.
TypeScriptLicenza: Apache-2.0
- agent-skills
- ai-agent
- blog
- golang
- knowledge-base
githubcreato 4 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/Ciao1019/Petrichor ~/.claude/skills/Petrichor
127stelle GitHub+1 (+0.79 %)
3
claude-mem
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-03
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini,…
JavaScriptLicenza: Apache-2.0
- ai
- ai-agents
- ai-memory
- anthropic
- artificial-intelligence
githubcreato 12 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add thedotmack/claude-mem
93 119stelle GitHub+594 (+0.64 %)
4
mem0
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-03
The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.
PythonLicenza: Apache-2.0
- agentic-memory
- agentic-memory-system
- agents
- ai
- ai-agents
githubcreato 3 anni facrescita misurataApri fonte ↗
64 675stelle GitHub+396 (+0.62 %)
5
promptfoo
Altro
AttivoUltimo commit oggi · 2026-09-03
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 797stelle GitHub+146 (+0.59 %)
6
ragflow
Agente
AttivoUltimo commit oggi · 2026-09-04
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
GoLicenza: Apache-2.0
- agent-harness
- agentic-ai
- agentic-retrieval
- agentic-search
- ai
githubcreato 2 anni facrescita misurataApri fonte ↗
90 012stelle GitHub+467 (+0.52 %)
7
nuwax
Altro
AttivoUltimo commit 1 giorno fa · 2026-09-03
Nuwax Agent OS - An enterprise-grade AI Agent Development and Operation Platform - Providing a complete solution for agent creation and distribution, knowledge base management, model proxy, memory system, and plugin ecosystem.
TypeScriptLicenza: Apache-2.0
- a2a
- agent
- agent-os
- agent-sandbox
- agentic
githubcreato 14 mesi facrescita misurataApri fonte ↗
878stelle GitHub+4 (+0.46 %)
8
open-webui
App
AttivoUltimo commit oggi · 2026-09-04
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
Python
- ai
- llm
- llm-ui
- llm-webui
- llms
githubcreato 2 anni facrescita misurataApri fonte ↗
150 860stelle GitHub+599 (+0.40 %)
9
dify
Altro
AttivoUltimo commit oggi · 2026-09-04
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.
TypeScript
- agent
- agentic-ai
- agentic-framework
- agentic-workflow
- ai
githubcreato 3 anni facrescita misurataApri fonte ↗
154 387stelle GitHub+601 (+0.39 %)
10
cognee
Skill
AttivoUltimo commit oggi · 2026-09-04
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 446stelle GitHub+117 (+0.39 %)
11
hivemind
Skill
AttivoUltimo commit oggi · 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 594stelle GitHub+6 (+0.38 %)
12
qdrant
Altro
AttivoUltimo commit 1 giorno fa · 2026-09-03
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
RustLicenza: Apache-2.0
- ai-search
- ai-search-engine
- embeddings-similarity
- hnsw
- hybrid-search
githubcreato 6 anni facrescita misurataApri fonte ↗
34 377stelle GitHub+127 (+0.37 %)
13
anything-llm
Altro
AttivoUltimo commit oggi · 2026-09-04
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 583stelle GitHub+236 (+0.36 %)
14
generative-ai-for-beginners
Modello
AttivoUltimo commit 1 giorno fa · 2026-09-03
21 Lessons, Get Started Building with Generative AI
Jupyter NotebookLicenza: MIT
- ai
- azure
- chatgpt
- dall-e
- generative-ai
githubcreato 3 anni facrescita misurataApri fonte ↗
119 116stelle GitHub+395 (+0.33 %)
15
onyx
App
AttivoUltimo commit oggi · 2026-09-04
Open Source AI Platform - AI Chat with advanced features that works with every LLM
Python
- ai
- ai-chat
- chatgpt
- chatui
- enterprise-search
githubcreato 3 anni facrescita misurataApri fonte ↗
31 916stelle GitHub+101 (+0.32 %)
16
atmosphere
Agente
AttivoUltimo commit 1 giorno fa · 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 %)
17
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 %)
18
EDDI
MCP
AttivoUltimo commit oggi · 2026-09-04
Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.
JavaLicenza: Apache-2.0
- a2a
- ai-agents
- ai-orchestration
- chatbot
- conversation-memory
githubcreato 9 anni facrescita misurataApri fonte ↗
372stelle GitHub+1 (+0.27 %)
19
langchain
Agente
AttivoUltimo commit oggi · 2026-09-04
The agent engineering platform.
PythonLicenza: MIT
- agents
- ai
- ai-agents
- anthropic
- chatgpt
githubcreato 3 anni facrescita misurataApri fonte ↗
145 605stelle GitHub+391 (+0.27 %)
20
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 %)
21
supabase
Altro
AttivoUltimo commit oggi · 2026-09-04
The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
TypeScriptLicenza: Apache-2.0
- ai
- alternative
- auth
- database
- deno
githubcreato 6 anni facrescita misurataApri fonte ↗
108 815stelle GitHub+271 (+0.25 %)
22
milvus
Altro
AttivoUltimo commit oggi · 2026-09-04
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
GoLicenza: Apache-2.0
- anns
- cloud-native
- diskann
- distributed
- embedding-database
githubcreato 6 anni facrescita misurataApri fonte ↗
45 962stelle GitHub+106 (+0.23 %)
23
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 %)
24
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 %)

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
awesome-llm-apps
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-02Apri fonte ↗
100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.
PythonLicenza: Apache-2.0
- agents
- llms
- python
- rag
github
Installa git clone https://github.com/Shubhamsaboo/awesome-llm-apps ~/.claude/skills/awesome-llm-apps
attivo 1 giorno facreato 2 anni faRisorsacrescita misurata
135 960stelle GitHub+648 (+0.48 %)

RAG e ricerca

Utilizzo

Attività

Ordina per

Classifica degli strumenti

docmancer

Petrichor

claude-mem

mem0

promptfoo

ragflow

nuwax

open-webui

dify

cognee

hivemind

qdrant

anything-llm

generative-ai-for-beginners

onyx

atmosphere

MaxKB

EDDI

langchain

cocoindex

supabase

milvus

FastGPT

haystack

Risorse didattiche e di riferimento

awesome-llm-apps