AgentDB Performance Optimization
AgentDB Performance Optimization
What This Skill Does
Provides comprehensive performance optimization techniques for AgentDB vector databases. Achieve 150x-12,500x performance improvements through quantization, HNSW indexing, caching strategies, and batch operations. Reduce memory usage by 4-32x while maintaining accuracy.
Performance: <100µs vector search, <1ms pattern retrieval, 2ms batch insert for 100 vectors.
Prerequisites
- Node.js 18+
- AgentDB v1.0.7+ (via agentic-flow)
- Existing AgentDB database or application
Quick Start
Run Performance Benchmarks
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