home/categories/llm-ai/aiskillstore-marketplace-skills-dnyoussef-agentdb-vector-search-optimization-skill-md

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.

ソースを表示 llm-ai

maintainer

aiskillstore

更新日 1/20/2026

スター

フォーク

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.

インストール

$ install --globalskills.sh

使い方

インストール後、ターミナルで以下のコマンドを実行してこのスキルを使用できます：

skills use agentdb-vector-search-optimization