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Check the weather for that time of the year (weather.com), and pack what you would wear for similar weather in the States. Layers. I would also recommend rain gear.
If you check out the Sorrento web cam you will see that they have had a lot of rain this winter. At the moment everyone is well wrapped up. Hope you have a lovely time.