InSite is a project built for HackOHIO. The primary focus of this project was to create a website to take a query that user enters and compare it with a "truth" database of COVID facts and state whether the input statement is true or false. A user-entered fact may not always consist of the exact words found in the database. Hence, a similarity-measure was applied and the user-entered fact and all facts in the database were plotted (an embedding visualization) to find the most similar fact. More information was given to the user on hovering over the datapoints.