alibaba/zvec

Summary (KO)

Zvec는 Alibaba에서 개발한 경량, 고속의 인-프로세스 벡터 데이터베이스입니다. 별도의 서버 설정 없이 애플리케이션에 직접 임베드되어 밀리초 단위로 수십억 개의 벡터를 검색할 수 있으며, RAG 및 의미적 검색에 최적화되어 있습니다.

Summary (EN)

Zvec is a lightweight, lightning-fast, in-process vector database developed by Alibaba. It can be directly embedded into applications without server setup and searches billions of vectors in milliseconds, optimized for RAG and semantic search applications.

Tech Stack

Highlights

• Searches billions of vectors in milliseconds
• In-process library requiring no server setup
• Supports both dense and sparse vectors
• Built on Alibaba's production-tested Proxima engine
• Cross-platform support (Linux, macOS, multiple architectures)

Use Cases

• RAG (Retrieval Augmented Generation)
• Semantic search
• Vector similarity search
• Hybrid search with structured filters
• Real-time recommendation systems

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