to the users. 
                  
                  
                  
                  
                  
                  While creating his profile, user selects a set of tags that defines his characteristics , based on it he must be provided with friends of similiar interests
                  
                  
                  
                  
                  
                  What ML model should I use? 
                  
                  
                  
                  
                  
                  Should it be clustering? If so what clustering algorithm suits this?
                  
                  
                
Why do you need ML for this. If same users selected similar items, (% of commonality) then show those users to each other
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