
Automation with Python and ChatGPT: A Hands-On Guide to Building Intelligent, Real-World AI Solutions
Synopsis
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.
Publisher information
- Publisher: Packt Publishing Limited
- ISBN: 9781805129547
- Number of pages: 165
- Dimensions: 235 x 191 mm
- Languages: English
