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In this talk we provide an overview of the theory of p-adic continued fractions and we discuss the most important algorithms that have been defined throughout the years. We focus in particular on the properties of convergence, finiteness and periodicity, together with the most recent developments towards the proof a p-adic version of Lagrange's Theorem. In the last part of the talk, we present some results on their arithmetic and an analogue of Gosper's algorithm for computing the Möbius trasnform of p-adic continued fractions.