Taylor Swift and Travis Kelce's love story's heating back up ... 'cause they're side-by-side again after weeks apart -- cuddling up at her beach house.
TMZ has obtained photos from Taylor's Rhode Island home ... capturing the pair appearing just over the edge of her balcony as they soaked in the salty air coming off the Atlantic.
