No, they aren’t just random samples, they are the samples that represent a kind of weighted average between your prior and your data (via the likelihood function).
More precisely, they are samples from the posterior distribution (you’ll have to understand what that is to fully grasp what pymc is giving you. This may help: Posterior Probability & the Posterior Distribution - Statistics How To).