home/categories/framework-internals/dnyoussef-context-cascade-skills-platforms-agentdb-performance-optimization-skill-md
framework-internalsdevelopment
agentdb-performance-optimization
Apply quantization to reduce memory by 4-32x. Enable HNSW indexing for 150x faster search. Configure caching strategies and implement batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors. Deploy these optimizations to achieve 12,500x performance gains.
maintainer
DNYoussef
Обновлено 1/11/2026
Звёзды
28
Форки
6
quick start
Installation and usage
Apply quantization to reduce memory by 4-32x. Enable HNSW indexing for 150x faster search. Configure caching strategies and implement batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors. Deploy these optimizations to achieve 12,500x performance gains.
Установка
$ install --globalskills.sh
Использование
После установки вы можете использовать этот skill, выполнив следующую команду в терминале:
skills use agentdb-performance-optimization