AI Adoption Advisor

A real conversation with an LLM (Groq-hosted Llama 3.3), grounded in our live shelter roster and a breed dataset pulled fresh from public APIs — not a script, not canned responses.

Pulling a live breed dataset from Dog CEO & TheCatAPI…

Recommendations are drawn only from PawTrace's real shelter roster — the model is instructed never to invent an animal that isn't actually listed.