I am not OP, but I am facing issues with the common solution of "similarity search your documents --> pass the top ~5 chunks along with the query to the LLM" I

I am not OP, but I am facing issues with the common solution of "similarity search your documents --> pass the top ~5 chunks along with the query to the LLM" Is there a better way?