I could spend many months in the museums... love the British Museum, Courtauld Gallery, National Gallery, Sir John Soane's Museum, V&A... many, many more. Also the Royal Parks are wonderful and easy to wander through on the way to somewhere. Up and down the banks of the Thames + cruising the river... the architecture everywhere...
Good for you! Have a great trip and enjoy the fabulous energy of London.