Chat with Azure OpenAI in Streamlit
In this video, I show how we can integrate an Azure OpenAI GPT-4 model into our Streamlit dashboard. Along the way, I also show off how easy it is to create multiple pages and talk a bit about session state and secrets management as well.
LINKS AND INFO
Catallaxy Services - https://www.catallaxyservices.com
Build a Data Application with Streamlit -- https://www.catallaxyservices.com/pre...
Slide deck -- https://www.catallaxyservices.com/med...
Demo code -- https://github.com/feaselkl/Build-a-D...
Streamlit documentation -- https://docs.streamlit.io/get-started
Limited access to Azure OpenAI Service -- https://learn.microsoft.com/en-us/leg...
Create and deploy an Azure OpenAI Service resource -- https://learn.microsoft.com/en-us/azu...
Working with Azure OpenAI models -- https://learn.microsoft.com/en-us/azu...
Work with the GPT-3.5-Turbo and GPT-4 models -- https://learn.microsoft.com/en-us/azu...
Build a basic LLM chat app -- https://docs.streamlit.io/develop/tut...
Secrets management -- https://docs.streamlit.io/deploy/stre...
