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Document abstraction #2

@lilyjge

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@lilyjge

lower priority: do you think it's worthwhile to write abstractions for Document (as a dataclass)? It could define the fields, have dedicated ingestion methods from files (which may deal with logic for different column names from files, different formats, etc.). It doesn't feel urgent now as the codebase is simple.

Originally posted by @wu-ming233 in #1 (comment)

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