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Vector search similar movies with embedding generated by item2vec and CBOW model #150

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Merged
merged 13 commits into from
Dec 14, 2023
Merged

Vector search similar movies with embedding generated by item2vec and CBOW model #150

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3f4b0af
Download movielens data first
Daniel-Robbins Dec 12, 2023
3b209f5
Building vector of movies succeed
Daniel-Robbins Dec 12, 2023
550c92b
Add word2vec intro
Daniel-Robbins Dec 12, 2023
de045da
About the demo
Daniel-Robbins Dec 12, 2023
8f904fc
Dump movieId embedding into a CSV
Daniel-Robbins Dec 12, 2023
9f0ecc3
Test insert array into MergeTree table
Daniel-Robbins Dec 13, 2023
2825d86
Brute force query with cosineDistance
Daniel-Robbins Dec 13, 2023
aceb68b
Better csv formating
Daniel-Robbins Dec 14, 2023
58affee
Add some explanation of vector search
Daniel-Robbins Dec 14, 2023
bcc7cfe
Check vocabulary size and distinct >3.5 rating movie count are equal
Daniel-Robbins Dec 14, 2023
b87c14c
Fix dep problem on Colab
Daniel-Robbins Dec 14, 2023
1d78737
Fix execution session reuse
Daniel-Robbins Dec 14, 2023
0f06321
Add query similar movies to "Shawshank Redemption, The (1994)"
Daniel-Robbins Dec 14, 2023
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