I'd add a couple of other possibilities, without diminishing the value of the comments already posted. I'm thinking about the observation that you're new to photography, by which I assume your prior experience is limited to snapshot and cellphone cameras.
First, you've picked a terrific camera in the K-70, that's going to work really well for you, I reckon. But the menu system is complicated because there are so many options and settings, so I suggest sitting down with the instruction manual and really, seriously read the whole thing. Some of what they say is pretty cryptic, so look up anything you don't get right away on the InterNet, acronyms and technobabble, you know. There are lots of good tutorials on just about everything you could possibly want to know. Take the time to learn as you go. Knowing how to take good pictures isn't the same as knowing how to work the camera - there's both inspiration and technique, same as in any other field. But you'll find it most rewarding if you study up and understand both the art and science of it.
As to lenses: first, a medium-wide to medium telephoto zoom is a good all-around lens, but that adds complexity that won't help you learn photography. You'll have enough to figure out just with that camera and the general ideas about exposure and composition and such. So I figure there are two other options, first, because that's an APS-C sensor camera, you could get a relatively inexpensive 50mm f1.8 kit lens - the "SMC Pentax-DA 50mm F1.8" is a terrific lens, and a great value. On the other hand, considering that you may want to go to a full-frame sensor someday, you may want to ditch the idea of getting lenses that are only good on APS-C cameras, since a full-frame lens will more than cover an APS-C sensor, but APS-C lenses don't generally work well on full-frame cameras. There aren't as many, and they tend to be more expensive, but over the long haul, probably a best-value purchase. In that category, I'd recommend the HD D FA 24-70mm F2.8, which is a zoom lens, but it's not like you're going to be buying lenses every week, like you would gasoline, so the need to scrimp on the price isn't that big an issue. Best plan by my lights, get the cheap 50mm to start with and get good with that, then get the HD D FA 24-70mm F2.8.
As to the 24-70, check out this thread:
HD Pentax-D FA 24-70mm F2.8 Club - PentaxForums.com