Welcome to FastOpp - Easier AI Web Apps for Students

By Craig Oda
Welcome to FastOpp - Easier AI Web Apps for Students

Welcome to the FastOpp blog. FastOpp is a FastAPI starter package designed specifically for students prototyping AI web applications.

What is FastOpp?

FastOpp provides pre-built admin components that give FastAPI functionality comparable to Django for AI-first applications. It’s designed to bridge the gap between Django’s ease of use and FastAPI’s modern async capabilities.

The Problem We’re Solving

Django and Flask are not designed for optimized async LLM applications. While both can absolutely be used for complex AI applications, there are often rough patches during development of asynchronous AI applications that communicate with backend LLMs available at OpenAI, Anthropic, and OpenRouter.

FastAPI has advantages in future-proof architecture, but can have a steep learning curve for people, especially for developers familiar with Django. FastOpp bridges this gap by providing an opinionated framework for FastAPI with Django-inspired features.

Key Features

🛡️ Admin Panel

Django-style admin panel with role-based authentication, similar to Django admin but built for FastAPI.

🗄️ SQL Database

SQL database with Django-inspired models and migrations using SQLModel and Alembic.

🎨 Modern UI

Tailwind CSS, DaisyUI, Alpine.js, and HTMX for beautiful, interactive interfaces.

🔌 API Endpoints

Auto-generated API documentation and endpoints designed to connect with React and Flutter.

⚡ Fast Development

Get started quickly with pre-built components and management tools like oppman.py and oppdemo.py.

Who is FastOpp For?

FastOpp is opinionated and may not be for everyone. It’s intended for:

  • University students looking to build resume projects
  • Hobbyists wanting to vibe code simple AI utilities
  • Small business entrepreneurs with great ideas but limited programming experience

Important Note

FastOpp is not intended for production use or for experienced developers. It’s a learning tool designed to get you started quickly with AI applications.

Quick Start

Getting started with FastOpp is simple:

  1. Create your repo from the template
    • Go to FastOpp on GitHub
    • Click “Use this template” → “Create a new repository”
    • Name it (e.g., fastopp-<yourproject>)
  2. Clone and setup
    git clone https://github.com/<YOUR_USERNAME>/fastopp-<yourproject>.git
    cd fastopp-<yourproject>
    uv sync
    
  3. One-command setup
    uv run python oppdemo.py init
    
  4. Start developing
    uv run python oppman.py runserver
    

Visit http://localhost:8000/ to see your FastOpp application in action!

What’s Next?

In upcoming posts, I’ll cover:

  • Setting up your first AI chat application
  • Customizing the admin panel
  • Deploying to production
  • Advanced FastAPI patterns with FastOpp

Get Involved

  • GitHub: Oppkey/FastOpp
  • Issues: Report bugs or request features
  • Discussions: Ask questions and share your projects

FastOpp is designed to be beautiful, cheap, easy, and opinionated. Whether you’re a student building your first AI app or a hobbyist exploring new possibilities, FastOpp provides the foundation you need to get started quickly.

Stay tuned for more tutorials, tips, and updates about FastOpp development!


Have questions about FastOpp? Check out our GitHub repository or start a discussion. We’d love to hear about your AI application ideas!

About the Author

Craig Oda is a partner at Oppkey and an active contributor to FastOpp