After end user fill booking form, we want to redirect them to PayPal for payment and once payment is complete, booking will be conformed... is this possible with theme.
yes. Please navigate to Appearance > Theme Options > WooCommerce integration and enable "Use WooCommerce for checkout". Save changes.
Payment gateways can be set up via WooCommerce > Settings.