I think I wasn't clear in my original question. On Pandorabots, when looking at the list of bots, for each bot you can click a link called "logs" to see the conversation logs by CustomerID. When you click on a particular CustomerID's link, you see the conversation flow (including "that" and "topic" and variable values) along with a 'Train" button.
I'm interested in a way to retrieve the XML for the conversation logs independent of this particular web page. I'm asking if there's an API call that can be made to retrieve read/unread/all conversation logs for each CustomerID listed on that page (either individually or in bulk for the account id) so that I can store them off locally after the system purges the old logs.