向量检索：服务、库、相关研究资源梳理

基本概念

• 向量搜索：语义搜索。

  Vector Search Manuals - Qdrant

• 混合搜索：语义搜索与关键词搜索结合

资源池

开源工具

• GitHub - milvus-io/milvus: A cloud-native vector database, storage for next generation AI applications

• GitHub - qdrant/qdrant-client: Python client for Qdrant vector search engine

• GitHub - chroma-core/chroma: the AI-native open-source embedding database

• GitHub - facebookresearch/faiss: A library for efficient similarity search and clustering of dense vectors.

开源仓库集合

• GitHub - currentslab/awesome-vector-search: Collections of vector search related libraries, service and research papers

  A curated list of awesome vector search framework/engine, library, cloud service and research papers to vector similarity search
  

• GitHub - lizhe2004/Awesome-LLM-RAG-Application: the resources about the application based on LLM with RAG pattern

  the resources about the application based on LLM with RAG pattern
  

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