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Projets d’IA populaires sur GitHub

Suivez les dépôts AI open source actifs dans les domaines des LLM, des agents, de MCP, de RAG et du code, avec leur nombre d’étoiles et des informations vérifiées sur les projets.

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131 Projets
Capture d’écran de promptfoo
Agents et multi-agents

promptfoo

promptfoo/promptfoo

An open-source CLI and library for evaluating, testing, and red-teaming LLM applications, RAGs, and agents. It enables side-by-side model comparison and vulnerability scanning with declarative configs and CI/CD integration.

★ 23,9K⑂ 2,2KTypeScript
MITQ98
Capture d’écran de ha-mcp: The Unofficial Home Assistant MCP Server
MCP et appels d’outils

ha-mcp: The Unofficial Home Assistant MCP Server

homeassistant-ai/ha-mcp

A comprehensive Model Context Protocol (MCP) server enabling AI assistants to interact with, configure, build, and debug Home Assistant smart home setups using natural language.

★ 4,3K⑂ 177Python
MITQ98
Capture d’écran de OpenHands Agent Canvas
Agents et multi-agents

OpenHands Agent Canvas

openhands/openhands

A self-hosted developer control center for running, managing, and automating coding agents across local, remote, and cloud environments.

★ 83,1K⑂ 10,7KTypeScript
MITQ98
Capture d’écran de LlamaIndex
Agents et multi-agents

LlamaIndex

run-llama/llama_index

LlamaIndex is an open-source Python data framework for building LLM applications with private data, offering data connectors, indexing structures, and advanced retrieval interfaces. It is complemented by LlamaParse, an enterprise platform for agentic OCR, parsing, extraction, and indexing.

★ 51,4K⑂ 7,9KPython
MITQ98
Capture d’écran de Mem0: Universal Memory Layer for AI Agents
Agents et multi-agents

Mem0: Universal Memory Layer for AI Agents

mem0ai/mem0

Mem0 is an open-source memory layer for AI agents and assistants, enabling personalized, long-term memory across user sessions. It provides multi-level memory retention, hybrid retrieval, and temporal reasoning through Python and npm SDKs, a self-hosted server, or a managed cloud platform.

★ 62,5K⑂ 7,3KPython
Apache-2.0Q98
Capture d’écran de AgentScope 2.0
MCP et appels d’outils

AgentScope 2.0

agentscope-ai/agentscope

A production-ready, easy-to-use agent framework designed to leverage the reasoning and tool-use abilities of increasingly agentic LLMs without constraining them with strict prompts or opinionated orchestrations.

★ 28,6K⑂ 3,3KPython
Apache-2.0Q98
Capture d’écran de Hugging Face Transformers
Inférence, déploiement et exécution

Hugging Face Transformers

huggingface/transformers

A model-definition framework for state-of-the-art machine learning models across text, vision, audio, and multimodal domains, supporting both inference and training.

★ 163,3K⑂ 34,1KPython
Apache-2.0Q98
Capture d’écran de CSGHub: Open-Source LLM Asset Management Platform
Agents et multi-agents

CSGHub: Open-Source LLM Asset Management Platform

opencsgs/csghub

CSGHub is an open-source, on-premise platform for managing the full lifecycle of Large Language Model assets, including models, datasets, spaces, and code, offering functionality comparable to a private Hugging Face.

★ 4,2K⑂ 525Vue
Apache-2.0Q98
Capture d’écran de Lemonade: Local AI Server for GPU and NPU Inference
MCP et appels d’outils

Lemonade: Local AI Server for GPU and NPU Inference

lemonade-sdk/lemonade

Lemonade is an open-source local AI server that enables users to run optimized Large Language Models (LLMs), speech, and image generation models directly on their own GPUs and NPUs, providing a free and private alternative to cloud APIs.

★ 5,2K⑂ 436C++
Apache-2.0Q98
Capture d’écran de Graphiti: Build Temporal Context Graphs for AI Agents
Agents et multi-agents

Graphiti: Build Temporal Context Graphs for AI Agents

getzep/graphiti

Graphiti is an open-source Python framework by Zep for building and querying temporal context graphs. It autonomously transforms structured and unstructured data into a dynamic knowledge graph that tracks fact validity over time, preserving provenance and enabling hybrid retrieval for AI agents.

★ 29,5K⑂ 3KPython
Apache-2.0Q98
Agents et multi-agents

Opik: Open-Source LLM Observability, Evaluation and Agent Tracing

comet-ml/opik

Opik is an Apache-2.0-licensed platform for tracing, evaluating, debugging and monitoring LLM applications, RAG systems and multi-step agent workflows. It supports self-hosting, a hosted Comet.com option, client SDKs, a REST API, automated evaluations, prompt experimentation and production dashboards.

★ 21,1K⑂ 1,7KPython
Apache-2.0Q98
Agents et multi-agents

RAGFlow

infiniflow/ragflow

RAGFlow is an open-source Retrieval-Augmented Generation engine that combines document ingestion, retrieval, grounded citations, configurable language and embedding models, and agent capabilities to provide context for LLM applications.

★ 86,7K⑂ 10,2KGo
Apache-2.0Q98

Page 8 / 11 · 131 projets

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