North Yorkshire Police says it responded to an incident on North Street at 6am (Thursday, May 31) and that searchers are currently still at the scene.
Two people, a man and a woman, are currently in custody. Police, say further details cannot be released while the operation is ongoing.
The road was closed earlier today but was re-opened at 9am.
This story will be updated.