home/categories/llm-ai/aiskillstore-marketplace-skills-dnyoussef-agentdb-vector-search-optimization-skill-md
llm-aidata-ai
agentdb-vector-search-optimization
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.
maintainer
aiskillstore
Updated 1/20/2026
Stars
90
Forks
3
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.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use agentdb-vector-search-optimization