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.

DNYoussef
maintainer
DNYoussef
আপডেট হয়েছে 1/11/2026
স্টার
28
ফর্ক
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.

ইনস্টলেশন
$ install --globalskills.sh
ব্যবহার

ইনস্টল করার পর, টার্মিনালে নিচের কমান্ড চালিয়ে আপনি এই স্কিল ব্যবহার করতে পারবেন:

skills use agentdb-performance-optimization