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AI Overlay

1. Introduction

Welcome to the AI Photo Booth App project! This innovative application enables users to create custom photo overlays using textual inputs, blending creativity with cutting-edge AI technology.

2. Project Overview

Our goal is to develop a user-friendly app that leverages the power of AI to transform textual descriptions into stunning visual overlays, providing a unique and personalized user experience.

3. Technology Stack

  • Backend Development: Go
  • Frontend Interaction: HTMX for dynamic content
  • AI Model: Integration with Imagen or a similar model for text-to-image generation
  • Cloud Hosting: Deployment on a scalable cloud platform

4. System Design

We're adopting a monolithic architecture to simplify development and deployment. Our design includes:

  • User Authentication: Secure login mechanisms
  • User Interface: Responsive and interactive, powered by HTMX
  • Backend Services: Robust and efficient, built with Go
  • AI Integration: Seamless connection with the AI model for image generation
  • Image Output Management: Efficient handling and delivery of generated images

5. Development Methodology

Embracing Agile for flexibility and efficiency, our approach includes:

  • Iterative development cycles
  • Continuous integration and deployment (CI/CD)
  • Test-Driven Development (TDD) for high-quality output

6. Features and Functionality

Key features include:

  • User Authentication: Ensuring secure access
  • Dynamic UI: A rich, interactive user experience with HTMX
  • Backend Services: The powerhouse of the app, handling all business logic
  • AI Model Integration: Core functionality for generating images from text

7. Testing and Quality Assurance

Our testing strategy encompasses:

  • Unit Testing: For individual components
  • Integration Testing: To ensure seamless component interaction
  • E2E Testing: Validating the end-to-end user workflow

8. Security Measures

Detailing our commitment to security, we cover protocols and practices to safeguard user data.

9. Deployment Strategy

Outlined plans for a smooth deployment, focusing on a Go-based monolithic app's needs.

10. Project Management

Includes timelines, milestones, budgeting insights, and resource planning to keep the project on track.

11. Risks and Mitigation Strategies

We identify potential challenges and outline strategies to overcome them, ensuring project success.