Dith • Generalist Algorithm API
One API for retrieval, ranking, and signals‑aware recommendations
Ingest features, generate embeddings, and compute similarity with user intent baked in. Built for low latency scoring and rapid iteration on ranking logic.
Embeddings at speed
High‑throughput embedding service with optional normalization and max‑length controls. Ideal for retrieval, clustering, and semantic filters.
Signals‑aware ranking
Blend user likes/dislikes with item vectors via centroid scoring. Defensible math, simple knobs, production‑ready latencies.
Time‑series context
Optional market and activity features (liquidity, volume, holders) for richer ranking under drift.
Design principles
- Deterministic where possible. Observable everywhere.
- Simple scoring that composes with your business rules.
- Zero‑copy data paths and HTTP/1.1 keep‑alive for throughput.