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Practical Generative AI with ChatGPT

Practical Generative AI with ChatGPT

By : Valentina Alto
4 (1)
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Practical Generative AI with ChatGPT

Practical Generative AI with ChatGPT

4 (1)
By: Valentina Alto

Overview of this book

Unlock ChatGPT's potential to make your working life better with this comprehensive guide. This book is about getting the most out of ChatGPT by creating AI assistants, learning prompt engineering, analyzing documents and images, and kickstarting your journey into generative AI. Whether you’re looking to free up your time, improve the way you work, or are eager to harness the power of AI, this book provides the tools and knowledge you need. Learn to craft precise prompts, utilize ChatGPT for daily productivity, and develop custom AI assistants. Go further by creating images with DALL-E. You’ll even see how to generate code from an image using GPT-4V. Harnessing ChatGPT’s capabilities doesn’t stop there. This ChatGPT book shows you how to design personalized custom GPTs and incorporate OpenAI model APIs into your applications. Explore how businesses use OpenAI models, from building AI applications, such as semantic search, to creating an AI roadmap. Each chapter is packed with practical examples, ensuring you can apply the techniques immediately. Enhance your marketing strategies, streamline research processes, and leverage AI for enterprise-scale applications. This book is your ultimate resource for maximizing productivity, creativity, and efficiency with ChatGPT.
Table of Contents (18 chapters)
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1
Fundamentals of Generative AI and OpenAI
4
ChatGPT in Action
12
OpenAI for Enterprises
15
Other Books You May Enjoy
16
Index

Code assistant

In this section, I want to develop an assistant that is tailored toward data science projects. More specifically, I want my assistant to be able to:

  • Provide clear guidance on how to set up a data science experiment, given the user’s task.
  • Generate the Python code needed to run the experiment.
  • Leverage Code Interpreter’s capabilities to run and check the code.
  • Push the final code to the GitHub repository.

    Note

    When it comes to code generation, custom GPTs can offer significant advantages over general-purpose ChatGPT. By incorporating domain-specific knowledge and tailored instructions, custom GPTs can produce code that is more accurate, efficient, and aligned with specific requirements. This customization allows the model to understand and adhere to coding standards, frameworks, or libraries pertinent to a given project, reducing the likelihood of errors and the need for extensive revisions. Plus, thanks...

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