Table of Contents
- Prerequisites
- Setup and Helper Function
- Supported Image Sizes
- Generate and Display a Single Image
- Generate Multiple Images
- Base64-Encoded Output
- Integrating with GPT Models
- References
Prerequisites
- Python 3.7+
- An OpenAI API key
openaiPython package
Store your API key in an environment variable for security:
Setup and Helper Function
Import packages, configure your key, and wrap the DALL·E call in a reusable function:Supported Image Sizes
Choose the resolution that matches your use case:Generate and Display a Single Image
Create a 512×512 image of a “cozy coffee-shop corner” and render it in Jupyter:Generate Multiple Images
Request several variations at once by increasingn and iterating over the response:
Base64-Encoded Output
If you prefer embedding images directly (e.g., in HTML or JSON), requestb64_json:
Large base64 payloads can impact performance. Use
b64_json sparingly.Integrating with GPT Models
You can automate end-to-end content creation by combining DALL·E with GPT:-
Text-to-Image Workflow
- Use GPT-3.5 Turbo to draft descriptive prompts.
- Feed them into DALL·E for image generation.
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Prompt Engineering
- Send long-form descriptions to GPT-4 to refine or expand for DALL·E.
- Obtain optimized prompts that yield better visual results.