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Glad you found the code useful. Unfortunately, search data sets are generally proprietary, but one thing you could try instead is using a data set that includes document titles (e.g., the "Subjects" of 20 Newsgroups) and treating the titles as the "queries".
Thanks for this! Your code is readable and properly commented.
Could you recommend any datasets to train this on?
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