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Maybe you could look into the bougainvillea. I see those in the dry Mediterranean areas a lot. It's vert colorful and can do without a lot of water.

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I had one, but last summer, it died. As I have said, it takes a lot to keep the flowering plants alive because they need everyday care.
Thanks for your suggestion.
I hope I can add some in the upcoming days.