Need to integrate two einstein bots salesforce

I am working with two einstein bots in same salesforce org.
Created the separate einstein bots and need to consume them on same website in two different pages.

If chat is started with one bot, the other bot’s chat does not load, and on page change the chat is not retained.

How can I use two bots without losing the context?