Book Image

Flask Framework Cookbook - Third Edition

By : Shalabh Aggarwal
4.3 (4)
Book Image

Flask Framework Cookbook - Third Edition

4.3 (4)
By: Shalabh Aggarwal

Overview of this book

Discover what makes Flask, the lightweight Python web framework, popular, as you delve into its modular design that enables the development of scalable web apps. With this practical guide, you'll explore modern solutions, recommended design patterns, and best practices for Flask web development. Updated to the latest version of Flask and Python, this third edition of the Flask Framework Cookbook moves away from the outdated libraries, updates content to incorporate new coding patterns, and introduces recipes for the latest tools. You'll explore different ways to integrate with GPT to build AI-ready Flask applications. The book starts with an exploration of Flask application configurations and then guides you through working with templates and understanding the ORM and view layers. You’ll also be able to write an admin interface and get to grips with testing using the factory pattern, debugging, and logging errors. Then you’ll discover different ways of using Flask to create, deploy, and manage microservices using AWS, GCP, and Kubernetes. Finally, you’ll gain insights into various deployment and post-deployment techniques for platforms such as Apache, Tornado, and Datadog. By the end of this book, you'll have acquired the knowledge necessary to write Flask applications that cater to a wide range of use cases in the best possible way and scale them using standard industry practices.
Table of Contents (20 chapters)
1
Part 1: Flask Fundamentals
6
Part 2: Flask Deep Dive
12
Part 3: Advanced Flask

Automating text completion using GPT

Text completion using GPT involves providing a prompt or starting sentence to the model, which then generates a coherent and relevant continuation. GPT’s capabilities in this area are impressive, as it can generate complex and contextually relevant text with a high degree of accuracy. This makes it an ideal tool for web applications that involve writing, such as content creation, auto-correction, and messaging. By incorporating GPT’s text completion abilities into these applications, developers can enhance the user experience by automating tedious or time-consuming tasks, improving the quality of written content, and providing more natural and responsive communication.

If we talk in the context of an e-commerce website, one of the most important features is effective search. In addition to effectiveness, if the search is made interactive and intuitive, then it becomes highly engaging for the users. In this recipe, we will implement...