Here's how we find the best route for every user:
→ Our API queries all available liquidity sources & aggregation APIs
→ We simulate each option on our in-house infrastructure
→ Best route is automatically selected for the trade
a year ago, ~98% of tpuf queries were vector ANN
last 30d:
64% vector ANN
19% full-text BM25
13% filter-only
3% aggregate
1% other (sparse vector, exact kNN, ...)
new: i8 vectors
f32: 4 bytes/dim
i8: 1 byte/dim
4x fewer bytes → 75% lower storage and query costs + faster queries
when embedded with a quantization-aware model (e.g. voyage-4-large) trained on i8 vectors, recall loss can be ~0!
docs:
Cloudflare Radar Researcher is a new AI-powered tool that lets you explore global Internet trends and traffic data using plain language. Built entirely on Cloudflare's Developer Platform, it turns natural language queries into real, interactive charts.