how to build the personal virtual assistant ?

 Azure Bot service serves as data input for virtual assistant.

how to extend the capabilities of your Bot ?

Using Bot Framework skills, you can easily extend the capabilities of your Bot. Skills are like standalone bots that focus on a specific function like calendar to do, point of interest etc.

In the virtual assistant design, Bot Framework dispatches actions to skills.