Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

109

Classifica degli strumenti

Ranked by creation date, newest first; undated entries come last. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1
headroom
MCP
AttivoUltimo commit oggi · 2026-09-05
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
PythonLicenza: Apache-2.0
- agent
- ai
- anthropic
- claude-code
- compression
githubcreato 8 mesi facrescita misurataApri fonte ↗
68 952stelle GitHub+925 (+1.4 %)
2
claude-mem
Skill
AttivoUltimo commit oggi · 2026-09-05
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 211stelle GitHub+617 (+0.67 %)
3
semantica
Altro
AttivoUltimo commit 1 giorno fa · 2026-09-04
Graph-Native Infrastructure for Context and Accountable AI Systems
PythonLicenza: MIT
- agent-memory
- ai
- ai-governance
- ai-infrastructure
- artificial-intelligence
githubcreato 14 mesi facrescita misurataApri fonte ↗
12 013stelle GitHub+748 (+6.6 %)
4
cocoindex
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-04
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 468stelle GitHub+36 (+0.31 %)
5
sim
Altro
AttivoUltimo commit oggi · 2026-09-05
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 544stelle GitHub+53 (+0.18 %)
6
Vane
Agente
AttivoUltimo commit 4 giorni fa · 2026-09-01
Vane is an AI-powered answering engine.
TypeScriptLicenza: MIT
- ai-agents
- ai-search-engine
- answering-engine
- artificial-intelligence
- llm
githubcreato 2 anni famomentum stimatoApri fonte ↗
36 578stelle GitHub—
7
ragflow
Agente
AttivoUltimo commit oggi · 2026-09-05
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 060stelle GitHub+456 (+0.51 %)
8
open-webui
App
AttivoUltimo commit oggi · 2026-09-05
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
Python
- ai
- llm
- llm-ui
- llm-webui
- llms
githubcreato 2 anni facrescita misurataApri fonte ↗
150 969stelle GitHub+607 (+0.40 %)
9
bisheng
Agente
AttivoUltimo commit 2 giorni fa · 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 %)
10
mem0
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-04
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 714stelle GitHub+387 (+0.60 %)
11
generative-ai-for-beginners
Modello
AttivoUltimo commit 2 giorni 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 168stelle GitHub+407 (+0.34 %)
12
quivr
Libreria
AttivoUltimo commit 5 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 495stelle GitHub+57 (+0.14 %)
13
promptfoo
Altro
AttivoUltimo commit oggi · 2026-09-04
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 825stelle GitHub+159 (+0.64 %)
14
onyx
App
AttivoUltimo commit oggi · 2026-09-05
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 932stelle GitHub+103 (+0.32 %)
15
dify
Altro
AttivoUltimo commit oggi · 2026-09-05
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 474stelle GitHub+623 (+0.40 %)
16
FastGPT
Agente
AttivoUltimo commit 1 giorno fa · 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 575stelle GitHub+77 (+0.26 %)
17
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 668stelle GitHub+412 (+0.28 %)
18
Daft
Altro
AttivoUltimo commit 1 giorno fa · 2026-09-04
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 747stelle GitHub+15 (+0.26 %)
19
LakeSoul
Libreria
AttivoUltimo commit 1 giorno fa · 2026-09-04
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 %)
20
databend
Altro
AttivoUltimo commit oggi · 2026-09-05
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+8 (+0.08 %)
21
qdrant
Altro
AttivoUltimo commit oggi · 2026-09-04
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 391stelle GitHub+130 (+0.38 %)

Risorse didattiche e di riferimento

Ranked by creation date, newest first; undated entries come last. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

1
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
2
ai-engineering-hub
Agente
AttivoUltimo commit 9 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 9 giorni facreato 22 mesi faRisorsacrescita misurata
37 263stelle GitHub+33 (+0.09 %)
3
awesome-llm-apps
Skill
AttivoUltimo commit 2 giorni 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 2 giorni facreato 2 anni faRisorsacrescita misurata
136 089stelle GitHub+777 (+0.57 %)
4
azure-openai-llm-notes
Skill
AttivoUltimo commit 5 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 5 giorni facreato 3 anni faRisorsacrescita misurata
410stelle GitHubstabile

RAG e ricerca

Utilizzo

Attività

Ordina per

Classifica degli strumenti

headroom

claude-mem

semantica

cocoindex

sim

Vane

ragflow

open-webui

bisheng

mem0

generative-ai-for-beginners

quivr

promptfoo

onyx

dify

FastGPT

langchain

Daft

LakeSoul

databend

qdrant

Risorse didattiche e di riferimento

ai-resources

ai-engineering-hub

awesome-llm-apps

azure-openai-llm-notes