What is the purpose of Dex?

Could you elaborate on the primary intent behind the creation and operation of Decentralized Exchanges, or DEXes? Are they designed to cater to a specific need in the cryptocurrency ecosystem, or do they offer a unique advantage over traditional centralized exchanges? Understanding their purpose would help clarify their significance within the broader financial landscape.