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to the latest version of Flask and Python, this third edition of the Flask Framework Cookbook moves away from the outdated libraries, updates content to incorporate new coding patterns, and introduces recipes for the latest tools.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

Technical requirements

For all the recipes in this chapter, the following steps are common and mandatory:

  • We will use a library called openai, which is the official Python library provided by OpenAI for working with GPT:
    $ pip install openai
  • We will also need an API key from the OpenAI website, which is necessary to make any API call for using GPT. For this, simply create an account at platform.openai.com and then navigate to Settings to create your API key. The following is a screenshot demonstrating the same:
Figure 13.1 – API keys on OpenAI for using GPT

Figure 13.1 – API keys on OpenAI for using GPT

Tip

Be mindful that GPT by OpenAI is a paid tool and, as of writing this book, there is a small grant of 5 USD given with each account for a period of 3 months to experiment and get acquainted with the APIs. Once the limit is exhausted, you would have to opt for a paid plan. Read more about pricing at https://openai.com/pricing.