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.

소스 보기 llm-ai

maintainer

aiskillstore

업데이트됨 1/20/2026

스타

포크

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.

설치

$ install --globalskills.sh

사용법

설치 후 터미널에서 다음 명령을 실행하여 이 스킬을 사용할 수 있습니다:

skills use agentdb-vector-search-optimization