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Building Generative AI Services with Fastapi - by Alireza Parandeh (Paperback)

Name: Building Generative AI Services with Fastapi - by Alireza Parandeh (Paperback)
Brand: O'Reilly Media
SKU: 94236464
Price: 46.99 USD
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Details

Highlights

Ready to build production-grade applications with generative AI?
Author(s): Alireza Parandeh
528 Pages
Computers + Internet, Internet

Description

About the Book

"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"--

Book Synopsis

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

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Specifications

Dimensions (Overall): 9.19 Inches (H) x 7.0 Inches (W) x 1.07 Inches (D)

Weight: 1.84 Pounds

Suggested Age: 22 Years and Up

Number of Pages: 528

Genre: Computers + Internet

Sub-Genre: Internet

Publisher: O'Reilly Media

Theme: Web Services & APIs

Format: Paperback

Author: Alireza Parandeh

Language: English

Street Date: May 20, 2025

TCIN: 94236464

UPC: 9781098160302

Item Number (DPCI): 247-44-0675

Origin: Made in the USA or Imported

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Estimated ship dimensions: 1.07 inches length x 7 inches width x 9.19 inches height

Estimated ship weight: 1.84 pounds

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