We want to calculate the similarity of several thousands of texts. The number of texts can go upto 100 K. Each text is in 1 .txt file and each file is named with a number: [login to view URL], [login to view URL], etc.
When this calculation is done for all the pairs of texts, a table must be generated, indicating the number of texts we can extract with a maximum similarity ratio of x % with the value of x going from 0 to 100 by increments of 1. This table must be exportable in pdf, format A4.
After that, we want to extract the less similar texts out of the whole batch, with 2 options offered to user:
● Extract the x less similar texts (user will define the value of x)
● Extract all the text with a maximum similarity of n % (user will define the value of n)
The values of x and n will be different each time we'll use the tool.
This tool must be running on demand on a High Performance Computing service like Amazon's one, for example.
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