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README.md
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## Remote Semantic Search
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You can even perform semantic search remotely without downloading the whole file.
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Without using any index on the data (like HNSW or ANN etc.) but by simply brute forcing, it takes 3
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It weighs ~5Gb and consists of 3.029.191 rows. I used https://huggingface.co/minishlab/M2V_multilingual_output as multilingual embeddings.
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I will write a detailed tutorial on the processing in the near future.
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## Remote Semantic Search
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You can even perform semantic search remotely without downloading the whole file.
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Without using any index on the data (like HNSW or ANN etc.) but by simply brute forcing, it takes around 3 mins on my machine to query the example file for Italy remotely.
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It weighs ~5Gb and consists of 3.029.191 rows. I used https://huggingface.co/minishlab/M2V_multilingual_output as multilingual embeddings.
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I will write a detailed tutorial on the processing in the near future.
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