There is a build in web part under social called "Organization Browser". Is that same as organization chart? I added org browse web part and it only shows current user which is not my intend. I would like to create org chart based on user profile db. How is it done?
Yes it is, but if only the current user shows, it sounds to me like you have not filled out the "Manager" field in Active Directory.