Solution Indication - Database

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I have a database with more than 2 million records and new records are made every day.

I'm using MySQL and I need fulltext, so I can't do partitioning, as it's not possible to use fulltext in a partitioned table.

Some queries are quick, but others are extremely time-consuming. I would like a suggested solution for this.

Would it be worth switching to another type of database? which?

Thank you very much in advance, have a great day.

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