I'd like to give it a try and maybe grow tomatoes, peppers, beans, and peas .
Whaddya think ? .. . . Will it work ? .. . . Is there anything special that I'd need to do ?

Thank you .

Yes, Ernest t 2.0, Mike M has provided a web site that provides an excellent starting point.
I do suggest that you contact your local 'county agent' (of a major agricultue university), for your local soil conditions, natural soil nutrients analyzations, , etc.
It can be a lot of fun, Good Home Grown Wintertime Veggies, and yes, expect to make a few 'uutthhhhooooos' along, from time to time.

Well, unfortunately our windows block out the precious UV rays that plants need to grow, so only certain parts of the light spectrum can get through, and although your plants may not die, getting them to flower/fruit can be really difficult. You would need really strong light coming through south facing windows and even then some of your more delicate plants like tomatoes would probably not give you enough fruit (if any at all) to make it worth your while. If you live somewhere temperate, then you could leave your windows open often to let the light through. Your better off to grow herbs, which should do better than vegetables. If your really wanting to grow indoors, maybe you should opt for the Aerogrow, it is a lighted system that takes up little space, and you can grow just about anything in it, and even better it is aeroponic (even though technically it isn't, but I don't get into that), meaning that it will grow about 4X faster. It is about $150, plus you have to buy their accessories/seeds, which makes it more expensive than clay pots, dirt, and seeds, but you will get better results . Good luck!

yes, using pipes somehow. I think it's called hydrophonics or hydroponics (something like that). I'm not completely sure how it works, though

Light, Good soil and water with goo nutrients.

If you have a greenhouse and a good amount of light and feed them when it is neccessary, they'll be fine!! Evie x

yes of course it is,just get a ton of soil delivered and spread it evenly in your lounge and then start planting..oh by the way...you wont get any rain unless the roof leaks so get a watering can and water twice a day..good luck

If flowers can be grown in a greenhouse, I can't see why not.