Gather insights on private data

In this demo I want to demonstrate gathering insights from your own private data. I’m going to use the content from one of the public slack channels that I enjoy, the MLOps community discussions channel. I will gather data from the past few days and then gather insights.

Steps

1. Start an inference session on Helix
2. Type a question relating to the user and note how incorrect it is, e.g.:
   • What were the key discussion points in the MLOps Community Discussion slack channel today?
3. Start a finetune session on Helix
   • Browse to a slack channel and copy the content
   • Go to Helix and add this text to the fine tune section
4. When finished, re-ask the same questions:
   • What were the key discussion points in the MLOps Community Discussion slack channel today?
   • What was the most common problem in the MLOps Community Discussion slack channel?
   • Generate article titles for 3 of the most interesting discussoins in the MLOps Community Discussion slack channel.
   • What should I tweet about to have a fun discussion with the people in the MLOps community?

Share your results with your friends with the “Share” button or on our Discord!