home/categories/data-engineering/ruvnet-ruflo-agents-skills-agentdb-optimization-skill-md
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agentdb-performance-optimization

Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.

ruvnet
maintainer
ruvnet
업데이트됨 2/7/2026
스타
31154
포크
3487
quick start

Installation and usage

Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.

설치
$ install --globalskills.sh
사용법

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

skills use agentdb-performance-optimization