This is basically HyDE (Hypothetical Document Embeddings), no? I had tried this approach in the past, worked with limited success.

We have this running in production. Can get pretty expensive and slow. We are trying to replace this with cheaper and faster methods that don’t hammer our LLM and elastic search endpoints as much.