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Example of using Vector Search algorithms for non-traditional workloads, like GIS, stock prices, and sets

ashvardanian.com/posts/abusing-vector-search/

Apache-2.0 license

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Name		Name	Last commit message	Last commit date
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.vscode		.vscode
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
gis.py		gis.py
requirements.txt		requirements.txt
stocks.py		stocks.py
tokens.py		tokens.py

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Absuing Vector Search

This repo contains the code for the "Abusing Vector Search for Texts, Maps, and Chess ♟️" article.

gis.py - working with Geo-Spatial data using HNSW and Haversine distance.
stocks.py - covariance analysis for stocks using HNSW.
tokens.py - taking the tokenizer from BERT, but forgetting the model :)

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Example of using Vector Search algorithms for non-traditional workloads, like GIS, stock prices, and sets

ashvardanian.com/posts/abusing-vector-search/

demo tutorial example tokenizer geospatial gis transformer stocks vector-search

Apache-2.0 license

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