Pattaya is a city in Thailand , located on the east coast of the Gulf of Thailand , about 165 km southeast of Bangkok . Pattaya is a city in Thailand , located on the east coast of the Gulf of Thailand , about 165 km southeast of Bangkok located within but not part of Amphoe Bang Lamung ( Banglamung ) in the province of Chonburi .