To enable the new search experience, we need to turn on the relevance search on that environment.
Login to the admin portal and environments section
https://admin.powerplatform.microsoft.com/environments
Navigate to Settings -> Features and turn on the Relevance Search
This places the search bar in the header, making it easy to access while navigating across different pages.
With Relevance search turned off à
On clicking the search icon à we are navigated to the categorized search page.
The search result for the term “alex” with Relevance Search on–
Even before we can enter our query in the search box, the search box displays the recent terms (seems like max 3) used for search along with recent records (seems like max 6) accessed.
Provides increment search or real-time suggestions while we are tying the search term
Get all the details here
And must-read article on the new search experience à
https://jukkaniiranen.com/2020/11/make-your-power-apps-search-experience-more-relevant/
Blog posts on 2021 Release Wave 1 – Dynamics 365
Hope it helps..
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Nishant Rana's Weblog 
Hi, after enable relevance search, would it be better to configure quick find view of each entity you would like to be searched for more columns? Otherwise it might only search the name column?
Thanks,
Junbin Duan
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Yes Junbin https://docs.microsoft.com/en-us/power-platform/admin/configure-relevance-search-organization#configure-searchable-fields-for-relevance-search
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