Automation with Python and ChatGPT
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Home > Computing and Information Technology > Computer programming / software engineering > Automation with Python and ChatGPT: A Hands-On Guide to Building Intelligent, Real-World AI Solutions
Automation with Python and ChatGPT: A Hands-On Guide to Building Intelligent, Real-World AI Solutions

Automation with Python and ChatGPT: A Hands-On Guide to Building Intelligent, Real-World AI Solutions


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About the Book

Empower your Python projects with the intelligence of ChatGPT, building innovative, automated solutions for real-world applications. Key Features Discover how to combine the powers of ChatGPT and Python to automate things previously impossible Master techniques for generating code, classifying data, and metaprogram with LLMs Create your own superpowered GPT based agent to take over the world Book DescriptionAutomation with Python and ChatGPT is a comprehensive guide that explores the intersection of Python and ChatGPT. In an age where automation and artificial intelligence are revolutionizing industries, this book equips developers with the knowledge and skills to utilize these technologies in their Python projects. The book covers ChatGPT, its capabilities and delves into various applications of ChatGPT in Python automation tasks, ranging from code generation, data classification, to creating conversational bots. The book illustrates these concepts with real-world examples, providing hands-on experience. The book further explores advanced topics like LLM chaining and composition, enabling developers to create more complex and powerful automation workflows. Readers will learn how to effectively manage multiple LLMs and optimize their performance and reliability. Later, it delves into the creation of a GPT-based chatbot, demonstrating how to manage user input, conversation context, and address performance issues. By the end of this book, readers will be equipped with the skills to effectively integrate ChatGPT into their Python projects, build complex automation workflows, create conversational bots, and use AI responsibly. This book is an invaluable resource for anyone seeking to harness the power of AI in Python automation.What you will learn Understand the capabilities and applications of ChatGPT Learn to automate Python tasks using ChatGPT Apply ChatGPT for code generation and data classification Master the concept of LLM chaining and composition Optimize the performance and reliability of multiple LLMs Build a conversational bot using ChatGPT and Python Manage user input and conversation context in a chatbot Who this book is forThis book is designed for Python programmers, AI enthusiasts, data scientists, and developers interested in building intelligent automation solutions using ChatGPT. Whether you're a professional wanting to incorporate GPT models into your work or a hobbyist curious about AI and automation, this book will guide you through the process. With a basic understanding of Python, you'll learn how to create powerful automation tools, develop conversational bots, and apply responsible AI guidelines in your projects.

Table of Contents:
Table of Contents Setting up Python and Essential Libraries for Automation Introduction to ChatGPT and API Setup Functional Metaprogramming in Python Integrating ChatGPT with Python: Basic Use Cases Hugging Face, Large Language Models, Finetuning LLMs LLMs as Coder writers and dispatchers LLMs as Classifiers LLM Chaining and Composition Creating a Script to Change Document Tense Creating a Sentiment Classifier Creating a GPT Bot Appendix

About the Author :
Shea Valentine, a seasoned professional with dual degrees in Computer Science and Psychology, possesses rich experience in Python automation and neural networks that spans over a decade. Shea's multifaceted background sets them apart in the tech industry. They have proven expertise in delivering AI and Data Science projects swiftly and effectively, owing to their experience with startups. Shea's work in automation, coupled with a deep understanding of neural networks, has positioned them to drive business value across sectors. Shea's unique blend of technical skills and psychological insights makes them an exceptional guide for anyone seeking to delve into the world of automation using Python and ChatGPT.


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Product Details
  • ISBN-13: 9781805124351
  • Publisher: Packt Publishing Limited
  • Publisher Imprint: Packt Publishing Limited
  • Language: English
  • Sub Title: A Hands-On Guide to Building Intelligent, Real-World AI Solutions
  • ISBN-10: 1805124358
  • Publisher Date: 07 Jun 2024
  • Binding: Digital (delivered electronically)
  • No of Pages: 165


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