Название: Vibe Coding for Beginners with Python and ChatGPT
Автор: Greg Lim
Издательство: Independently published
Год: 2025
Язык: английский
Формат: epub
Размер: 16.7 MB

In this book, we take you on a fun, hands-on crash course to Vibe Coding with Python and ChatGPT. With Vibe coding, you will use ChatGPT and Python to build apps for you without you having to do complex coding, while you focus on the big ideas.

The goal of this book is to help you learn how to create apps without mastering complex coding. You will learn how to use Python to build real applications for personal use or more. You’ll see results in minutes, from prompt to completion. Unlike traditional programming books, this one doesn’t require you to dive deep into code syntax or take hours to complete. The curriculum is flexible, allowing you to start anywhere or follow the guided learning curve.

The first part of the book focuses on simple code that runs in a single file. The second part explores the use of APIs. Finally, the book includes several examples, combining libraries and APIs to demonstrate the types of projects you can create. The goal of this book is to show you how to use and integrate Python’s libraries and APIs. It will equip you with a toolkit of the most useful and enjoyable functions, illustrate how to turn ideas into practical applications.

Once you understand how to use Python and integrate libraries and APIs into your workflow, you’ll be able to create all kinds of programs to boost your efficiency—even for one-time use.

In traditional coding, a programmer makes a plan, writes the code, runs it, and corrects errors along the way. With vibe coding, you don’t write any code yourself. Instead, you ask an LLM to do it for you. You run the result without reading the code, and if errors arise or you want to tweak the output, you simply tell the LLM to adjust it as you go.

In the course of this book, we will cover building functional, personal apps in minutes that:
- Download YouTube Content
- Retrieve Price of Bitcoin through API/Web Scraping
- Automate Web Browsing
- Converts Text to Speech
- Generate a Voice Clone with the Elevenlabs API
- Automate Emails
- Computer Vision
- Create and Host Websites
- Creating a Flappy Bird Game
- Speech to Text and Summarizing with the OpenAI API
- Create a Telegram bot
- Create a RAG - Chat with PDF app

Unlike traditional programming books, this one doesn’t require you to dive deep into code syntax or take hours to complete. The curriculum is flexible, allowing you to start anywhere or follow the guided learning curve.