datascav-switch 1.1.0

Modules to convert different types of files using AI based validations and conversions.

datascav-switch

datascav-switch is a Python package for intelligent document format conversion, leveraging generative AI (OpenAI) and a scalable architecture. This project is part of a suite of tools for automation, data extraction, and transformation.

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Main Features

• PDF to Markdown conversion with layout preservation
• Support for multiple input formats (file, URL, base64, bytes)
• Parallel processing and dynamic logging
• Detailed token tracking
• Native integration with LangChain and tracing via LangSmith

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Installation

pip install datascav-switch

Requirements:

• Python 3.12+
• OpenAI API key (OPENAI_API_KEY)

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Quick Start

from scav_switch.converters.pdf import ScavToMarkdown
scav = ScavToMarkdown(model='gpt-4.1', verbose=True)
markdown = scav.dig('/path/to/file.pdf')
print(markdown)

For complete examples and detailed documentation, see the docs/ folder and the notebooks for each module.

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Documentation

• Detailed documentation and usage examples are available in each docs/ subfolder, including notebooks such as docs/conveters/pdf/ScavToMarkdown/ScavToMarkdown.ipynb.
• Also check the official LangChain documentation for advanced integration.

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License

MIT