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Camelot is a Python library designed to extract tables from text-based PDF files with high configurability and accuracy. It outputs extracted tables as pandas DataFrames and supports exports to CSV, JSON, Excel, HTML, Markdown, and SQLite formats.
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camelot-py.readthedocs.io — excellent if your PDFs are primarily tables and have a usable text layer.
camelot-py.readthedocs.io — excellent if tables are the primary concern.