frankie567 / fastapi-dramatiq-data-ingestion

Sample project showing reliable data ingestion application using FastAPI and dramatiq

Create and deploy a reliable data ingestion service with FastAPI, SQLModel and Dramatiq

This is the source code for the data ingestion service explained in this blog post.

Read the blog post

Working demo

Go further with Building Data Science Applications with FastAPI

Develop, manage, and deploy efficient machine learning applications with Python

What is this book about?

This book covers the following exciting features:

• Explore the basics of modern Python and async I/O programming
• Get to grips with basic and advanced concepts of the FastAPI framework
• Implement a FastAPI dependency to efficiently run a machine learning model
• Integrate a simple face detection algorithm in a FastAPI backend
• Integrate common Python data science libraries in a web backend
• Deploy a performant and reliable web backend for a data science application

If you feel this book is for you, get your copy today!

License

MIT