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Smart Triage
EmbeddingsA zero-shot classifier: route incoming messages to categories defined only by a few example phrases.
Why On-Device?
Classify support messages, feedback, or emails locally with no training step and no data leaving the device — and "retrain" instantly by editing the example phrases.
Interactive Demo
Semantic Embedder: Loading...
Incoming Message
Routing Decision
Preparing category centroids...
Categories — edit the examples to "retrain" instantly
Billing & Payments
Bug Report
Feature Request
Account & Login
Implementation Code
demo.js
Keep exploring
56 demos, all running on-device.
Moderation Cascade
The production pattern for cheap moderation: embeddings clear the obvious 90% in microseconds, the LLM judges only the borderline.
Semantic Embedder Prompt API
Chat With Your Document
Fully local RAG: retrieve the relevant passages with embeddings, then answer with the Prompt API — citations included.
Semantic Embedder Prompt API
Cluster & Label
Group raw user feedback into themes with k-means over embeddings, then let the Prompt API name each cluster.
Semantic Embedder Prompt API