There’s a lot of previously intractable problems that are getting solved with these new embeddings models. I’ve been building a geocoder for the past few months and it’s been remarkable how close to google places I can get with just slightly enriched open street maps plus embedding vectors
That sounds really interesting. If you’re open to it, I’d be curious what the high-level architecture looks like (what gets embedded, how you rank results)?
What are you embedding? Are you doing a geo restricted area (small universe?).
Yeah basically similar to the Gemini google maps grounding api, except all open data
Id love to hear more about this