PDF of non independent random variables.

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I have the following probabiliy problem: Let be a random variable with a Poisson distribution with parameter , where is a random variable with a Poisson distribution with parameter . • Determine the PDF function of + .

My question is how can I find the PDF if the distributions are not independent?