My bonsai, (recently purchased) has little shoots growing out from the soil.

Please help me identify if these are harmful and should be taken out.

Yes, most possible weed. Not the harmful one . If you want it to grow in your pot you can leave it there, else take it out.

Its weed. Just pull them out.