#Search

Given a list of search queries, implement a function that returns the top K most frequent queries using a frequency map (hash map). Additionally, how would you handle streaming data? What are the time and space complexities of your solution?

Describe how you would implement an autocomplete search feature that fetches and filters listings based on a prefix. Be sure to include handling for loading and empty states.