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Python Automation Cookbook

Python Automation Cookbook - Third Edition

By : Jaime Buelta
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Python Automation Cookbook

Python Automation Cookbook

By: Jaime Buelta

Overview of this book

Automating repetitive tasks and integrating systems efficiently becomes increasingly complex as workflows scale. This book helps you solve that problem with practical Python recipes that guide you from foundational automation to advanced, AI-powered workflows. You start by building a strong base in Python automation, exploring tested solutions for file handling, web scraping, APIs, testing, and system operations, and learning how to design reliable automation workflows. The cookbook approach enables you to quickly apply solutions to real problems while building a deeper understanding through hands-on practice. This third edition expands the scope of automation by introducing AI-powered capabilities. You learn how to call AI models within your scripts, use and implement the Model Context Protocol (MCP) for system integration, and design intelligent agents that automate decision-making processes. New chapters provide real-world examples of AI agents in business automation, helping you move beyond scripts to adaptive systems. This book combines practical knowledge with modern techniques to ensure you stay current with evolving automation practices. By the end of this book, you will be able to design, build, and extend Python automation workflows, including AI-driven solutions, to handle complex real-world tasks with confidence.
Table of Contents (20 chapters)
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18
Other Books You May Enjoy
19
Index

Technical requirements

We will use OpenAI as our provider for the AI models in this chapter.

Remember that these techniques are available in different AI models and frameworks. You can achieve similar results with other providers like Anthropic's Claude or using local models through Ollama. See Chapter 11, recipe Using a local model to know more about the latter option.

We described in the Technical requirements section of Chapter 11 the steps that we need to set up an account that will allow us to call the OpenAI APIs. Go there and follow the instructions if you haven't already done so.

Be sure to have your keys.py file present in your working directory.

You can check the code presented in the chapter at the GitHub URL https://github.com/PacktPublishing/Python-Automation-Cookbook-Third-Edition/tree/main/ch12.

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Python Automation Cookbook
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