You can't embed the player in a site. You embed video that USES Flash Player, but these days that's not a good idea, since mobile devices (tablets, SmartPhones) don't use Flash.
You really need to embed HTML5 video. It requires no plug-in and it's accessible by computer users as well as mobile viewers.
Ask in the Dreamweaver forum for tips on using HTML5 video.