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CodeSignal

Building an Image Generation Service With FastAPI

via CodeSignal

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Overview

Transform text prompts into stunning images using Google's Gemini Imagen API! Step-by-step, you'll build an image generation service using FastAPI, configure API requests, and integrate it into a functional web application.

Syllabus

  • Unit 1: Introduction to Prompt Engineering for Image Generation with FastAPI
    • Implementing the load_base_prompt Method
    • Creating a Prompt Template for Image Generation
    • Implementing the format_prompt Method in PromptManager
    • Enhancing the Image Prompt Template with Design and Output Requirements
  • Unit 2: Introduction to the Image Manager with FastAPI
    • Creating the ImageManager Class
    • Implementing the Image to Base64 Conversion Method
    • Implementing the add_image Method in ImageManager
    • Implementing Image Management Functionality
  • Unit 3: Introduction to the Image Generator Service with FastAPI
    • Setting Up the ImageGeneratorService Constructor
    • Implementing the Image Generation Method
    • Implementing Error Handling in the Image Generator Service
    • Implementing the get_all_images Method in ImageGeneratorService
  • Unit 4: Introduction to Routers in MVC Architecture with FastAPI
    • Creating an Image Generator Router
    • Implementing Input Validation in the Image Generator Router
    • Implementing Error Handling in the Image Generator Router
    • Implement the get_images Method in ImageGeneratorRouter
  • Unit 5: FastAPI API Integration for Image Generation Service
    • Setting Up the FastAPI Application Structure
    • Configure FastAPI Server to Handle Requests
    • Integrating the Image Generation Endpoint in FastAPI
    • Adding an API Endpoint to Retrieve Images

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