A library to process PDF files for Pineone
Project description
PineconePDFExtractor
PineconePDFExtractor is a Python library for extracting text from PDF files for pinecone.
Installation
Use the package manager pip to install PineconePDFExtractor.
pip install PineconePDFExtractor
Check the latest version here:
https://pypi.org/project/PineconePDFExtractor/
Usage
from pdf.PineconePDFExtractor import PdfProcessor
# Create a PineconePDFExtractor instance with a batch size of 200
extractor = PdfProcessor(200)
# Process a list of PDF files
result = extractor.process_files(['file1.pdf', 'file2.pdf'])
# The result is a dictionary with the batch size and a list of documents
# Each document is a dictionary with the id (file name without extension), metadata (number of pages), source (file path), and text (extracted text)
## Example result
# {
# 'batch_size': 200,
# 'documents': [
# {
# 'id': 'file1',
# 'metadata': {
# 'pages': 1
# },
# 'source': 'file1.pdf',
# 'text': 'This is the extracted text from file1.pdf'
# },
# {
# 'id': 'file2',
# 'metadata': {
# 'pages': 2
# },
# 'source': 'file2.pdf',
# 'text': 'This is the extracted text from file2.pdf'
# }
# ]
# }
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