Ponkotsu Embeddings
○ Coming soonA lightweight embedding service that turns text into vectors (planned). The kind of thing cloud APIs bill you by the token for — done for free on a spare Raspberry Pi. Coming soon.
Demo
This demo is coming soon. Here's the concept for now.
How to use
Coming soon.
Send text and get back a vector (an array of numbers) that captures its meaning
(using the nomic-embed-text embedding model on Ollama, planned). Handy for
similarity scoring or semantic search.
Unlike generation, it’s just a single forward pass, so it stays light. Embeddings usually cost per token in the cloud — here they’re free on a Raspberry Pi. The usage guide will go here once it’s live.