Join

DF Extraction

DecisionFacts Extraction Library extracts content from PDF, PPTX, Docx, png, jpg., and convert as structured JSON data.

Prerequisites

pip install df-extract

To extract content from PDF

from df_extract.pdf import ExtractPDF

path = "/home/test/ABC.pdf"
extract_pdf = ExtractPDF(file_path=path)

# By default, output as text
await extract_pdf.extract()  # Output will be located `/home/test/ABC.pdf.txt`

# Output as json
await extract_pdf.extract(as_json=True)  # Output will be located `/home/test/ABC.pdf.json`

You can change the output directory with simply pass `output_dir` param

from df_extract.pdf import ExtractPDF

path = "/home/test/ABC.pdf"

extract_pdf = ExtractPDF(file_path=path, output_dir="/home/test/output")
await extract_pdf.extract()

Extract content from PDF with image data

This requires `easyocr`

from df_extract.base import ImageExtract
from df_extract.pdf import ExtractPDF

path = "/home/test/ABC.pdf"

image_extract = ImageExtract(model_download_enabled=True)
extract_pdf = ExtractPDF(file_path=path, image_extract=image_extract)
await extract_pdf.extract()