A RAG application changes its embedding model. What should be evaluated before searching existing document vectors with new query embeddings?

1. Only the SQL client's preferred font
2. Compatibility of the embedding spaces and the need to re-embed the corpus
3. Only whether the database has a newer display name
4. Only whether both model names contain AI