Nothing here yet.
Fixed this, added model identity tracking, guards against both mismatched and missing model IDs now, existing embeddings force a re-embed instead of guessing. Here's the commit: https://github.com/ashish-babu-03/ProximaHire/commit/31b1c4a20d4775c68d6063c6997aaeec5e90b0a9 Appreciate you catching it :)
Good catch, and honestly you're right that I only check dimension right now, not model identity. Didn't think about the case where two different models spit out the same dim but totally different vector spaces — that's a real hole, not just a theoretical one since I'm already juggling Ollama locally vs HuggingFace in prod. Storing model name + revision alongside each row makes sense. Only thing I'd add on my end is I'd probably also need a one-time re-embed job for anything already in the table before I flip a hard check on, otherwise I lock myself out of my own data. Appreciate you actually reading closely enough to catch this, going to go fix it.
