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"retrieve the database" is a correct phrase and can be used in written English.
It means to access or bring back the stored information in a database. Example: Please retrieve the database of client information so we can check the updated contact numbers.
Exact(2)
Users can query and retrieve the database in a number of ways (see below Browsing and Querying).
Specifically, for the one-to-many PSC case, we simply retrieve the database proteins in descending order of length and create pairwise PSC tasks with the query protein.
Similar(58)
SGL and HYC retrieved the databases, extracted, analyzed data, and wrote the manuscript.
It contains the abstract getId method to retrieve the unique database id.
From the CS database, retrieve the most recent lifebeat that took place before the timestamping of the image.
LncReg database will retrieve the data according to the query.
Recall means how large proportion of the similar samples was retrieved from the database: (23).
New promising lead structures are retrieved from the database, which are open to acquisition and test.
At the control station, belonging to the expected camera is retrieved from the database.
A total of 331 references were retrieved from the database search.
It may be noted that except for the surety, all the fields are retrieved from the database.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com