AI Development for Non-Developers: Building a Simple GPT App in Python
John Savill's Technical Training via YouTube
Overview
Syllabus
- Introduction
- Setup on our computer
- The Azure resources
- Creating a new hub
- Creating a new Azure OpenAI resource
- Adding connections to your hub
- Deploying a model
- Checking model availability
- View model key and endpoint
- Using the playground
- Three roles
- Creating our own GPT app
- How to authenticate to the AI service
- Role on the OpenAI resource
- Lack of memory problem
- Adding memory
- Adding list of dictionaries and system prompt
- Allow repeated user input
- Adding user input to the dictionary list
- Sending the list to the completion response
- Extracting just the message content in response
- Exit message
- Testing with message list
- Do we have full memory and context?
- Add assistant responses to list
- Tracking number of tokens
- Output the history at the end
- Total recall test
- Viewing model metrics
- Code review
- Summary of steps
- Next step challenge
- Use an orchestrator!
- Close
Taught by
John Savill's Technical Training