Part 9/13:
Automatically generate marketing content by decomposing a grand task into subtasks:
Gather authentic reviews or questions from Reddit.
Use prompts to extract relevant insights.
Generate scripts or ad copy based on authentic data.
This method simplifies complex tasks into manageable steps, executed sequentially.
2. Routing and Human-in-the-Loop
Build agents that route queries based on intent:
Use an LM-powered router to classify a query.
Send simple questions to the LM.
Escalate sensitive or complex issues to human operators.
An example includes a government emergency helpline that detects language, urgency, and provides responses accordingly, routing calls to human agents when necessary.