tldr; Parquet is awesome, DuckDB too!
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tldr; Parquet is awesome, DuckDB too!
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Datasets on the Hugging Face Hub rely on parquet files. We can interact with these files using DuckDB as a fast in-memory database system. One of DuckDB’s features is vector similarity search which can be used with or without an index.
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Datasets on the Hugging Face Hub rely on parquet files. We can interact with these files using DuckDB as a fast in-memory database system. One of DuckDB’s features is vector similarity search which can be used with or without an index.
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blog:
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blog:
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https://huggingface.co/learn/cookbook/vector_search_with_hub_as_backend
https://huggingface.co/learn/cookbook/vector_search_with_hub_as_backend
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tldr; Parquet is awesome, DuckDB too!

Datasets on the Hugging Face Hub rely on parquet files. We can interact with these files using DuckDB as a fast in-memory database system. One of DuckDB’s features is vector similarity search which can be used with or without an index.

blog:
https://huggingface.co/learn/cookbook/vector_search_with_hub_as_backend
👍
krinal John6666 BrigitteTousi drodin