Streamlining Prompt Engineering and Context Handling in Generative AI

Welcome to Episode 4 of our Intro to Generative AI series! In this episode, Daniel dives into the essential technique of prompt engineering, focusing on creating dynamic and interactive prompts to enhance the capabilities of AI models.

Daniel starts by highlighting the limitations of hard-coded prompts and the need for more flexible systems through prompt templating. He demonstrates how to use templates to inject specific contexts and user questions, ensuring the AI responds appropriately. Using a case study from Capital One, Daniel illustrates how to read context from a text file and integrate it into the prompt template for accurate and relevant answers. He also explains how to handle multiple contexts to provide versatile responses, making the AI system interactive and capable of answering questions on the fly. Through detailed examples and practical insights, Daniel equips developers with the knowledge to leverage prompt engineering effectively, creating more responsive and intelligent AI systems.

Whether you're a seasoned developer seeking to enhance your understanding of generative AI or just starting your journey into this exciting field, this episode offers invaluable insights into harnessing the power of large language models. Dive in and discover how generative AI can transform your coding practices and elevate your software development skills.


Things you will learn in this video:
Learn how to implement prompt templates that allow for flexible and context-aware interactions in AI applications, enhancing the ability to handle user inquiries dynamically and accurately.

Understand how to manage and switch between different datasets or documents within the same application, enabling the AI to respond to various contexts seamlessly and making your Go applications more versatile.

Gain insights into setting up loops to get input from the terminal, creating interactive AI systems capable of answering questions on the fly, which is essential for building responsive and intelligent Go applications.


---

The clips from this series are from our Intro to Generative A.I live stream by Daniel Whitenack. You can find the full stream here: https://youtube.com/live/ajfzcXUxgsE?...

----

What strategies do you use to manage multiple contexts in your applications?

--
Share your experiences and solutions in the comments below!
Comment below or tweet us on twitter & let us know your thoughts, we want to hear from you! ~ If you found this video helpful, hit that like button & subscribe for more content like this.

----

Access our online courses → https://www.ardanlabs.com/education/

Attending a live training → https://www.ardanlabs.com/live-traini...

Other Links:
Website: https://www.ardanlabs.com/
Github: https://github.com/ardanlabs
Twitter:   / ardanlabs  

#golang #education #tutorials #tips #softwaredevelopment #softwaredesign #ai #ardanlabs #programming #goprogramming