RAG и системы знаний
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 · Канал GitHub
RAG и системы знаний · AI-проекты с открытым исходным кодом на GitHub
Фактический каталог проектов по разработке LLM, агентов, MCP, RAG и AI с информацией о лицензии, настройке, скачивании, скриншотами и связанными ресурсами для каждой записи.
Данные публичного репозитория
Индекс проекта
RAG и системы знаний
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 и системы знаний
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 и системы знаний
EvalScope
modelscope/evalscope
A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking.
★ 3,2K⑂ 440Python
RAG и системы знаний
llm-app
pathwaycom/llm-app
Application templates for RAG, search and AI pipelines using live data sources.
★ 58,9K⑂ 1,5KJupyter Notebook
RAG и системы знаний
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 и системы знаний
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 и системы знаний
siyuan
siyuan-note/siyuan
A knowledge workspace emphasizing local data, privacy and human–AI collaboration.
★ 46,2K⑂ 3KTypeScript