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to the latest version of Flask and Python, this third edition of the Flask Framework Cookbook moves away from the outdated libraries, updates content to incorporate new coding patterns, and introduces recipes for the latest tools.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

GPT with Flask

GPT, the latest buzzword of today (which stands for Generative Pre-trained Transformer), is a state-of-the-art language model developed by OpenAI. It is based on the Transformer architecture and uses unsupervised learning to generate natural language text. GPT was first introduced in 2018 with the release of GPT-1, followed by GPT-2 and GPT-3 in 2019 and 2020, respectively.

One of the most well-known applications of GPT is text completion, where it can generate coherent and grammatically correct sentences based on a given prompt. This has led to its use in various writing assistance tools, such as autocomplete and auto-correction features in text editors and messaging apps.

Another popular application of GPT is in the development of chatbots, such as ChatGPT. With its ability to generate natural language responses, GPT can create chatbots that simulate human conversation, making them useful for customer service and other applications.

GPT has also been used...