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
اپ ڈیٹ ہوا 1/11/2026
اسٹارز
28
فورکس
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.
انسٹالیشن
$ install --globalskills.sh
استعمال
انسٹال کرنے کے بعد، آپ یہ اسکل ٹرمینل میں درج ذیل کمانڈ چلا کر استعمال کر سکتے ہیں:
skills use agentdb-performance-optimization