How do I design a RESTful API to trigger functions for Generative AI models e g generating images text or videos

Question

Can you tell me How do I design a RESTful API to trigger functions for Generative AI models (e.g., generating images, text, or videos)?

Answer 1

 A RESTful API for triggering Generative AI functions should follow REST principles, use endpoints for specific AI tasks (e.g., image/text/video generation), and handle requests asynchronously for efficiency.

Here is the code snippet you can refer to:

In the above code we are using the following approaches:

• Uses FastAPI for lightweight and high-performance RESTful API implementation.
• Defines structured input (prompt & model_type) using Pydantic for validation.
• Handles different AI model types (text, image, video) dynamically.
• Ensures error handling with HTTP status codes for invalid inputs.

Hence, a well-designed RESTful API enables efficient AI function triggering by structuring inputs, supporting multiple model types, and ensuring robust validation and error handling.