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llm-aidata-ai

agentdb-vector-search-optimization

Name: agentdb-vector-search-optimization
Author: aiskillstore

Optimize AgentDB vector search performance using quantization for 4-32x memory reduction, HNSW indexing for 150x faster search, caching, and batch operations for scaling to millions of vectors.

查看源碼 llm-ai

maintainer

aiskillstore

更新於 1/20/2026

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quick start

Installation and usage

Optimize AgentDB vector search performance using quantization for 4-32x memory reduction, HNSW indexing for 150x faster search, caching, and batch operations for scaling to millions of vectors.

安裝

$ install --globalskills.sh

使用

安裝後，您可以通過在終端運行以下命令來使用此技能：

skills use agentdb-vector-search-optimization