Building Generative AI Services with FastAPI: A Practical Approach to Developing Context-Rich Generative AI Applications
Author: Alireza Parandeh
Publisher finelybook 出版社: O’Reilly Media
Edition 版本: 1st edition
Publication Date 出版日期: 2025-05-20
Language 语言: English
Print Length 页数: 528 pages
ISBN-10: 1098160304
ISBN-13: 9781098160302
Book Description
Ready to build production-grade applications with generative AI? This practical guide takes you through designing and deploying AI services using the FastAPI web framework. Learn how to integrate models that process text, images, audio, and video while seamlessly interacting with databases, filesystems, websites, and APIs. Whether you’re a web developer, data scientist, or DevOps engineer, this book equips you with the tools to build scalable, real-time AI applications.
Author Alireza Parandeh provides clear explanations and hands-on examples covering authentication, concurrency, caching, and retrieval-augmented generation (RAG) with vector databases. You’ll also explore best practices for testing AI outputs, optimizing performance, and securing microservices. With containerized deployment using Docker, you’ll be ready to launch AI-powered applications confidently in the cloud.
-
Build generative AI services that interact with databases, filesystems, websites, and APIs
-
Manage concurrency in AI workloads and handle long-running tasks
-
Stream AI-generated outputs in real time via WebSocket and server-sent events
-
Secure services with authentication, content filtering, throttling, and rate limiting
-
Optimize AI performance with caching, batch processing, and fine-tuning techniques
Visit the Book’s Website.
About the Author
As a passionate educator, Ali dedicates his free time to teaching data science and web development through meetups and online platforms. In 2019, he founded London’s Beginners Machine Learning (BML) group, a Microsoft-sponsored meetup aimed at helping professionals break into the field of Data Science & AI and obtain cloud certifications which has since grown to over 1,500 members.
下载地址
相关推荐
Cyber Security Kill Chain – Tactics and Strategies: Breaking down the cyberattack process and responding to threats
Kickstart Compiler Design Fundamentals: Practical Techniques and Solutions for Compiler Design, Parsing, Optimization, and Code Generation
Google Cloud Associate Cloud Engineer Certification Guide: A comprehensive guide to implementing, managing, and monitoring Google Cloud solutions
Mastering Honeypots: Art of deception for cybersecurity defense
Fundamentals of Software Architecture: Practical guide to building resilient software and high-performance systems
Practical IoT Handbook: Programming IoT by implementing hands-on projects with Arduino, Python, and Raspberry Pi
评论 抢沙发
觉得文章有用就打赏一下
您的打赏,我们将继续给力更多优质内容
支付宝扫一扫

微信扫一扫
