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docs: enhance project documentation for improved clarity and usability #208

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Documentation Enhancement

This PR improves project documentation across multiple areas to enhance clarity, consistency, and usability for developers.

Changes Made

Main Documentation

  • Enhanced main README with quick start guide and architecture overview
  • Added comprehensive ARCHITECTURE.md with system component details
  • Improved benchmark documentation with methodology guide
  • Updated library-specific READMEs with usage examples

Parser Documentation

  • Added detailed class and method docstrings to BaseParser
  • Enhanced DoctrParser documentation with OCR-specific details
  • Improved LlamaParser documentation with API usage notes
  • Added comprehensive MegaParseVision documentation
  • Ensured consistent terminology across all parsers

Testing Status

✅ Documentation changes have been manually verified for:

  • Consistency across all documentation files
  • Accuracy of configuration references
  • Correctness of code examples
  • Proper formatting and rendering of markdown

Additional Notes

  • No code changes were made, only documentation improvements
  • All examples have been verified against current implementation
  • Documentation follows project's established style and format

Link to Devin run: https://app.devin.ai/sessions/97072aaf01bb44f9abd150de003f1c9e

devin-ai-integration bot and others added 5 commits December 22, 2024 22:57
- Add detailed class and method docstrings to BaseParser
- Document DoctrParser with OCR-specific implementation details
- Enhance LlamaParser documentation with API usage notes
- Add comprehensive MegaParseVision documentation
- Ensure consistent terminology and examples across parsers

Co-Authored-By: Stan Girard <[email protected]>
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