There are three types of adapters to allow this.
The first is a simple adapter that you can buy off ebay or CHIIF Camera in Excelsior. CHIIF sells Kipon brand. It just adapts the lens mount. Cost is from $20 (ebay) to $120+ (CHIIF). You only have manual focus and no electronics between lens and camera as there is no electrical connection.
There is the LA-EA3 adapter. This will give you electrical connection and everything works like it would on an A-mount camera. However, the adapter is probably around $300 and focus is slow because A-mount lenses weren't designed for use with mirrorless cameras like the A7, which rely on contrast detect auto focus, whereas A-mount lenses are designed for Phase Detect autofocus or PDAF.
Lastly, there is the LA-EA4 adapter. This adapter has a mirror in it and converts the A7 into a Sony DSLR (or technically SLT) from a mirrorless camera and adds PDAF. You get fast autofocus and full electrical connections. However it is around $450.