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To push the radial velocity (RV) exoplanet detection threshold, it is crucial to find more reliable RV extraction methods and to get more reliable activity indicators. Here, we present the Multi-Mask Least-Squares Deconvolution (MM-LSD) RV extraction pipeline and an extension thereof that allows to simultaneously extract a proxy of the unsigned magnetic flux from Zeeman splitting in Stokes I spectra.