wow. you guys are legends. I tried dropping our current embedding field and re-adding it with the model name replaced (swap e5-small for finbert). It says:

Error: e: Request failed with HTTP code 400 | Server said: Schema change is incompatible with the type of documents already stored in this collection. error: Field

embedding

must have 768 dimensions.

My guess is that e5-small has fewer dimensions. that vector is still stored in the typesense document, and if I want to use the finbert embeddings I need to use a different field?