Hello Meriem,
One easy option would be to use the vsearch plugin to run cluster-features-closed-reference, but there are some big limitations to closed-ref clustering and you may have better options.
Can you tell me more about the primers used to create these amplicons? Are these similar to the Ion Torrent metagenomics kit discussed here?
Colin