added similairty result for futre calcaultions of confidence
checked on rails c so creation of similairty looks good , whats left is actual setting of scroe and similaity result
fixing of setitng of similairty
let take calculated by as string makes it easier to push any sort fo data
let take calculated by as string makes it easier to push any sort fo data