In this course, you will learn:
- Gain a sense of where we're going. You'll learn about the history of OpenAI and how we can use it. You'll also get a crash course on prompt engineering.
- Prepare our dataset so that it may be used for machine learning. We'll identify the data, load it, clean it up, and then utilize embeddings to generate numerical representations of it.
- Compare and contrast keyword and semantic searches.
- get to the AI magic! We'll create a custom prompt with the most relevant bits of our dataset and utilize it to generate a personalized response.
- Preparing a Dataset with Embeddings
- Finding Relevant Data
- Querying a Completion Model with a Custom Text Prompt
- Project: Build Your Own Custom Chatbot