April 2025
Intermediate to advanced
530 pages
12h 39m
English
Content preview from Building Generative AI Services with FastAPI
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Afterword
Thank you to everyone who joined me on this fascinating journey through the world of building generative AI services with FastAPI. I appreciate your commitment to understanding the end-to-end process for building context-rich and production-ready GenAI applications.
In this book, we explored the development of AI services using FastAPI, covering everything from setting up a project to integrating and serving generative models across various modalities. We discussed what GenAI is and why you’ll witness more applications in the future powered by GenAI models. Next, you learned more about the FastAPI web framework and how to create type-safe AI services. As part of this, we implemented concurrency, real-time communication, and database integration for our AI services. Finally, we focused on securing, optimizing, testing, and deploying our AI services, including implementing authentication, authorization, and various security measures.
Having more knowledge and experience of these techniques, you can now build your own innovative and robust GenAI applications, staying ahead in the rapidly evolving field of AI.
As we conclude this book, I want to highlight that our learning journey in building GenAI applications is just the beginning. There are many exciting developments ahead, and I encourage you to keep up with the latest advancements in the field. To assist with this, keep an eye on the repository and website of this book as I continue to add resources.
I hope this book ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.