Back to Tutorials | Interactive Intermediate

Building a Modular Prompting System for AI Ad Generation

55 minutes admin 19 views Internal

External Tutorial

This tutorial is hosted on Internal. Click below to access it.

Overview

Shift from semantic induction to a Knowledge Base of Frameworks & Personas for targeted ad creation

Prerequisites

Basic Python programming knowledge
Familiarity with LLM and prompt engineering concepts
Understanding of RAG (Retrieval-Augmented Generation) basics

Learning Outcomes

Explain the modular prompting workflow and its advantages over semantic induction
Build a Framework Database with PAS, AIDA, and BAB structures
Create a Persona Database with distinct voice profiles
Implement the end-to-end Python orchestration script
Apply semantic induction for intelligent intent matching

Tutorial Info

Type Interactive

Difficulty Intermediate

Duration 55 minutes

Provider Internal

Published Mar 17, 2026

Last Updated Jun 05, 2026