parsee-pdf-reader
ExtractTable-py
parsee-pdf-reader | ExtractTable-py | |
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1 | 1 | |
31 | 241 | |
- | - | |
8.2 | 0.0 | |
29 days ago | about 1 year ago | |
Python | Python | |
MIT License | Apache License 2.0 |
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parsee-pdf-reader
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Parsee.ai โ a framework to easily extract complex structured data with LLMs
Yes, another LLM framework. This one is specialized on extracting structured data from various document types (mainly PDFs, images and HTML files).
Comes with a new (separate) PDF extraction library that is focused on the extraction of numeric tables (tables with numbers, so especially for the financial domain): https://github.com/parsee-ai/parsee-pdf-reader
Helps to easily set up a dataset to evaluate the performance of various LLMs on data extraction tasks, e.g. extracting revenue figures from financial reports: https://github.com/parsee-ai/parsee-datasets/tree/main/datas...
ExtractTable-py
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Camelot VS ExtractTable-py - a user suggested alternative
2 projects | 2 Feb 2022
What are some alternatives?
img2table - img2table is a table identification and extraction Python Library for PDF and images, based on OpenCV image processing
pdfplumber - Plumb a PDF for detailed information about each char, rectangle, line, et cetera โย and easily extract text and tables.
Camelot - A Python library to extract tabular data from PDFs
tabnet - PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
visidata - A terminal spreadsheet multitool for discovering and arranging data
vaex - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second ๐
PyMuPDF - PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents.