datawhalechina/easy-vecdb
📚 从零开始的向量数据库原理与实践教程，在线阅读地址：https://easy-vecdb.datawhale.cc/
Implements core vector search algorithms (IVF, PQ, HNSW, LSH) with hands-on code examples alongside theory, then progresses to practical tutorials for Annoy, Faiss, and Milvus for real-world deployment. Covers complete application workflows including RAG systems, image retrieval, and recommendation engines integrated with embedding models and LLMs.
226 stars.
Stars
226
Forks
45
Language
Jupyter Notebook
License
Apache-2.0
Category
Last pushed
Feb 12, 2026
Commits (30d)
0
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