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sinha-abhash/Explanation.txt Secret

Created May 6, 2021
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]
In the current example, the vector, presented in file "doc_vector_before_reindexing.txt" is not appearing in the result list for the query_vector.
But, when I reindex, it shows in the result list.
Here are my observations regarding the doc_vector before and after reindexing:
- They are equal to decimal position 7.
Here are cosine similarity score and L2 score:
- cosine_similarity(doc_vec_before, query_vec) = 0.32845491
- cosine_similarity(doc_vec_after, query_vec) = 0.32845492
- Both are equal to decimal position 7.
- L2(doc_vec_before, query_vec) = 1.158917682289396
- L2(doc_vec_after, query_vec) = 1.1589176484679267
- Both are equal to decimal position 7.
query_vector = [-0.03900779, -0.01771358, 0.08251223, -0.08528892, 0.04626685,
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0.04834199, -0.06398463, -0.0068579 , 0.07635171, 0.01033614,
0.00829086, 0.02112831, 0.07525069, 0.0270795 , -0.04322407,
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0.01281902, -0.01540813, 0.07961574, 0.050696 , -0.10494493,
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0.00780777, -0.0220866 , -0.02753257, -0.00993162, -0.01618445,
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