Overview
This workflow automates the creation of ad image variations by leveraging GPT-4 and Google Drive. Users submit brand information and an initial ad image via a form, which is then uploaded to Google Drive for centralized storage and processing.
Key Features
- Form Submission: Collects brand details and base ad image from users.
- Google Drive Integration: Handles secure upload, download, and storage of images.
- AI-Powered Analysis: Uses GPT-4 (via LangChain) to analyze the visual style of the submitted image and the brand's website.
- Prompt Generation: Employs a LangChain agent to generate creative prompts for new ad image variations, parsed into a structured JSON array.
- Batch Processing: Splits prompts and processes each variation in batches, automating the download and preparation of base images for each new variation.
Benefits
- Efficiency: Eliminates manual creative brainstorming and repetitive image editing tasks.
- Consistency: Ensures all ad variations align with brand style and messaging.
- Scalability: Easily generates multiple ad variations for A/B testing or campaign scaling.
Use Cases
- Marketing teams seeking rapid ad creative generation.
- Agencies managing multiple brand campaigns.
- Businesses aiming to automate and personalize ad content at scale.
