Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

147

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
claude-mem
Skill
AttivoUltimo commit oggi · 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 043stelle GitHub+717 (+0.78 %)
2
llm
Agente
AttivoUltimo commit 2 giorni fa · 2026-09-01
Ruby's capable AI runtime
RubyLicenza: MIT
- a2a
- a2a-client
- agent
- agent2agent
- agents
githubcreato 23 mesi facrescita misurataApri fonte ↗
138stelle GitHub+1 (+0.73 %)
3
mem0
Agente
AttivoUltimo commit oggi · 2026-09-02
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 602stelle GitHub+387 (+0.60 %)
4
ragflow
Agente
AttivoUltimo commit oggi · 2026-09-03
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 ↗
89 937stelle GitHub+518 (+0.58 %)
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 768stelle GitHub+142 (+0.58 %)
6
nuwax
Altro
AttivoUltimo commit 1 giorno fa · 2026-09-02
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 ↗
877stelle GitHub+4 (+0.46 %)
7
zvec
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-02
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 591stelle GitHub+62 (+0.40 %)
8
open-webui
App
AttivoUltimo commit 1 giorno fa · 2026-09-02
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
Python
- ai
- llm
- llm-ui
- llm-webui
- llms
githubcreato 2 anni facrescita misurataApri fonte ↗
150 749stelle GitHub+584 (+0.39 %)
9
hivemind
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-02
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+6 (+0.38 %)
10
dify
Altro
AttivoUltimo commit oggi · 2026-09-03
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 271stelle GitHub+567 (+0.37 %)
11
io.github.giancarloerra/socraticode
MCP
AttivoUltimo commit 5 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 GitHub+12 (+0.37 %)
12
io.github.varun29ankuS/shodh-memory
MCP
AttivoUltimo commit 10 giorni fa · 2026-08-24
Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.
↓ 85 download/settimanaRustLicenza: Apache-2.0
mcpcreato 9 mesi facrescita misurataApri fonte ↗
Installa claude mcp add shodh-memory -- npx @shodh/memory-mcp
276stelle GitHub+1 (+0.36 %)
13
cognee
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-01
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 405stelle GitHub+105 (+0.35 %)
14
qdrant
Altro
AttivoUltimo commit oggi · 2026-09-02
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 347stelle GitHub+116 (+0.34 %)
15
onyx
App
AttivoUltimo commit oggi · 2026-09-03
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 898stelle GitHub+99 (+0.31 %)
16
cocoindex
Agente
AttivoUltimo commit 2 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 453stelle GitHub+32 (+0.28 %)
17
xiaoyaosearch
Skill
DormienteUltimo commit 3 mesi fa · 2026-05-22
小遥搜索，听懂你的话、看懂你的图，用AI找到本地任何文件。让搜索像聊天一样简单。XiaoyaoSearch: Understands your words, reads your images, finds any local file with AI. Making search as easy as chatting.
Python
- agent-skills
- ai-search
- document-search
- file-search
- local-search
githubcreato 9 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/dtsola/xiaoyaosearch ~/.claude/skills/xiaoyaosearch
1 085stelle GitHub+3 (+0.28 %)
18
anything-llm
Altro
AttivoUltimo commit 1 giorno fa · 2026-09-02
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 486stelle GitHub+178 (+0.27 %)
19
EDDI
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-02
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 %)
20
langchain
Agente
AttivoUltimo commit oggi · 2026-09-03
The agent engineering platform.
PythonLicenza: MIT
- agents
- ai
- ai-agents
- anthropic
- chatgpt
githubcreato 3 anni facrescita misurataApri fonte ↗
145 536stelle GitHub+378 (+0.26 %)
21
MaxKB
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-02
🔥 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 693stelle GitHub+58 (+0.26 %)
22
generative-ai-for-beginners
Modello
AttivoUltimo commit 6 giorni fa · 2026-08-27
21 Lessons, Get Started Building with Generative AI
Jupyter NotebookLicenza: MIT
- ai
- azure
- chatgpt
- dall-e
- generative-ai
githubcreato 3 anni facrescita misurataApri fonte ↗
118 967stelle GitHub+298 (+0.25 %)
23
supabase
Altro
AttivoUltimo commit oggi · 2026-09-03
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 763stelle GitHub+260 (+0.24 %)
24
milvus
Altro
AttivoUltimo commit oggi · 2026-09-03
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 938stelle GitHub+100 (+0.22 %)

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
azure-openai-llm-notes
Skill
AttivoUltimo commit 3 giorni fa · 2026-08-31Apri fonte ↗
A curated collection of resources for 🌌 Azure OpenAI, 🦙 LLMs (+RAG, Agents). Monthly Updates.
Python
- agent
- agent-framework
- agent-skills
- ai-engineering
- ai-tools
github
Installa git clone https://github.com/kimtth/azure-openai-llm-notes ~/.claude/skills/azure-openai-llm-notes
attivo 3 giorni facreato 3 anni faRisorsacrescita misurata
410stelle GitHub+1 (+0.24 %)

RAG e ricerca

Utilizzo

Attività

Ordina per

Classifica degli strumenti

claude-mem

llm

mem0

ragflow

promptfoo

nuwax

zvec

open-webui

hivemind

dify

io.github.giancarloerra/socraticode

io.github.varun29ankuS/shodh-memory

cognee

qdrant

onyx

cocoindex

xiaoyaosearch

anything-llm

EDDI

langchain

MaxKB

generative-ai-for-beginners

supabase

milvus

Risorse didattiche e di riferimento

azure-openai-llm-notes