Any tips for engaging my toddler in independent play?

I’ve been trying to encourage more independent play with my toddler lately. She loves being the center of attention and tends to want me right next to her all the time, which isn’t always possible, especially when I’m trying to get things done around the house. I want her to be able to entertain herself for a while and explore on her own, but she gets bored so quickly. I’m looking for toys that can hold her attention and keep her engaged for longer stretches without too much guidance from me. Something that she can use her imagination with or work on developing skills independently. Any recommendations that worked for you?