Pepper Seed, Peppers, Chilli Seed, and Aubergine Seed prefer or will only really do well in the greenhouse or conservatory in our climate. Get them germinated in a constantly warm spot, and transplant to grow bags or greenhouse beds when established.
Some of these plants will be fine if planted out in mid-summer, but generally you would be best off with them in the warm.