Export a Cluster and Ask GPT About It!

Load ChatGPT

The following is an example of an analysis of data collected from GPT-3.5 (ChatGPT) and GPT response dataset. This example was collected using the OpenAI python API below and can be analyzed in Phoenix. The notebook below:

• Imports a dataset of previously generated prompt/response pairs
• Loads the dataset into Phoenix for analysis
• Export a Cluster from Phoenix for further analysis
• Ask GPT about the Cluster of Data

Installing Arize to make use of the embeddings generators available for use from the SDK generators package

Generate embeddings for each Prompt and Response column

Install Phoenix

Download a Cluster!

All you need to do is click the download a cluster button in Phoenix! That is it. The export works by exporting the cluster back to the notebook below in a dataframe. Run the below after you click the download button in Phoenix.

The example above is just for test purposes and application specific integrations will look different.