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large database programming managing idea

Hi all

I will be appreciated with your comments & suggestions in the following regard:

programming & managing a database with
- 10,000,000 records
- 2 KBytes text each record
- search function (find score of text matching (0 to 100%) between provided new record with each of 10,000,000 records)

Best Regards
a.rostamzadeh@gmail.com
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