Question about embedding search method

[Norgus]

I might be wrong about this, but if I understand correctly, the code passes your question, as a user conversing with a "chat bot AI", straight to the embedding db search.

Is that understanding correct?

I suspect this format will generally be sub-optimal as a search phrase, even if it is good as a query to the LLM.

Would it make sense to have the LLM instructed to rephrase the user query in a manner more optimised for the embedding search?