RAG et systèmes de connaissances
milvus
milvus-io/milvus
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
★ 45,7K⑂ 4,2KGo
ToolAI.io · Chaîne GitHub
RAG et systèmes de connaissances · Projets AI open source sur GitHub
Un index factuel des projets de développement LLM, agent, MCP, RAG et AI, avec pour chaque entrée la licence, la configuration, le téléchargement, des captures d’écran et les ressources associées.
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Index du projet
RAG et systèmes de connaissances
LightRAG: Simple and Fast Retrieval-Augmented Generation
hkuds/lightrag
A lightweight, graph-based retrieval-augmented generation (RAG) framework that uses a dual-layer architecture combining knowledge graphs and vector embeddings to deliver efficient indexing, low-cost incremental updates, and high-quality contextual retrieval.
★ 38,4K⑂ 5,4KPython
RAG et systèmes de connaissances
LanceDB
lancedb/lancedb
An open-source, developer-friendly embedded retrieval library and multimodal AI lakehouse designed for fast, scalable, and production-ready vector search, built on the Lance columnar format.
★ 11,1K⑂ 994Rust
RAG et systèmes de connaissances
EvalScope
modelscope/evalscope
A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking.
★ 3,2K⑂ 440Python
RAG et systèmes de connaissances
llm-app
pathwaycom/llm-app
Application templates for RAG, search and AI pipelines using live data sources.
★ 58,9K⑂ 1,5KJupyter Notebook
RAG et systèmes de connaissances
graphrag
microsoft/graphrag
A graph-based text indexing and question-answering research project, now largely in maintenance mode.
★ 35,9K⑂ 3,8KPython
RAG et systèmes de connaissances
onyx
onyx-dot-app/onyx
A self-hostable team AI platform combining knowledge connectors, retrieval, agents, and research workflows.
★ 32K⑂ 4,4KPython
RAG et systèmes de connaissances
FastGPT
labring/FastGPT
A visual knowledge-workflow platform with document ingestion, hybrid retrieval, reranking, and application publishing.
★ 29,6K⑂ 7,3KTypeScript
RAG et systèmes de connaissances
STACKIT RAG Template
stackitcloud/rag-template
A template for building AI chatbots and document management systems using Retrieval-Augmented Generation (RAG), vector search, and FastAPI, designed for deployment on Kubernetes.
★ 86⑂ 10Python
RAG et systèmes de connaissances
Infino
infino-ai/infino
Infino is a fast retrieval engine that executes SQL, full-text search, and vector search over a single copy of data stored natively as Parquet on object storage.
★ 67⑂ 18Rust
RAG et systèmes de connaissances
siyuan
siyuan-note/siyuan
A knowledge workspace emphasizing local data, privacy and human–AI collaboration.
★ 46,2K⑂ 3KTypeScript