The speaker's pipeline checks conditions in advance to select prompts for different customer types and compiles them into a system prompt for the message-generation model.

“then we're going to optimize context by”

“By checking conditions ahead of time to say, you know, in this complex process that we're going through with this user,”

“maybe this prompt is applicable if they're this type of customer,”

“but this prompt is applicable if they're that type of customer.”

“So let's, you know, figure all this stuff out ahead of time, compact and compile a good system prompt for our message generation model and get a response back.”