🚀 Performance Optimization Release
This release delivers a 10x performance improvement for analytics queries by moving date-range filtering from the application layer to the database layer.
🎯 Key Highlights
- ⚡ 10x Faster Analytics - Moved date-range filtering to database layer (#238)
- 📉 97% Data Transfer Reduction - 50MB → 1.5MB for 10,000 memories
- 🚀 Dramatic Response Time Improvements:
- SQLite-vec: 500ms → 50ms (10x improvement)
- Cloudflare: 2-3s → 200ms (10-15x improvement)
- 🎯 Scalability - Efficiently handles databases with >10,000 memories
- 🔧 Database-Level Filtering - Leverages indexes on
created_atfield
📋 What Changed
- Added
get_memories_by_time_range()to Cloudflare backend with D1 database filtering - Updated memory growth endpoint to use database-layer queries instead of fetching all memories
- Database optimization - Pushes filtering to WHERE clauses, leverages indexed columns
🔗 Related
📖 Documentation
Full Changelog: v8.38.1...v8.39.0