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The phrase "the database" is correct and usable in written English.
You can use the phrase when referring to a collection of data or information that is organized in a computer system. For example, "The IT department is creating a new database to track customer orders."
Dictionary
the database
noun
A collection of (usually) organized information in a regular structure, usually but not necessarily in a machine-readable format accessible by a computer.
Exact(57)
Isn't the database valuable?
I searched the database.
The database has its limitations.
The database of our authors!
The database, I told him.
The state did not finance the database.
Mr. Odenweller glances at the database again.
The database is searchable by keyword.
The database includes national and state surveys.
But the database is notoriously flawed.
Thousands of copies of the database exist.
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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