Word Document Corrector using Claude

Corrects large Word documents using Claude 3.5 Sonnet at a level that surpasses Microsoft Word. Upload any .docx file and see corrections in colour.

• Deep language correction beyond Microsoft Word capabilities.
• Corrects grammar, spelling, and inappropriate word choice in colour.
• Preserves writting style and semantic meaning.
• Comprehensive testing suite to validate correction integrity (see below).

Notebook Usage

1. Click
2. Then follow these steps in section Your Settings

Examples of Corrections

Eg.1 — Draft write-up for this notebook

• Upload (.docx): original draft
• Notebook Output: corrections made that Microsoft Word missed

Eg.2 — Draft article "Pushing Aside the Bench for the Mark"

• Upload (.docx): original draft
• Notebook output: corrections made that Microsoft Word missed

Notebook Implementation by Section

See solution-diagram:

1. Setup: Installs and imports necessary libraries
2. Pre-processing: Extracts text from Word, converts to markdown, splits into chunks
3. Processing: Sends chunks to Claude for correction
4. Post-Processing: Reassembles chunks, creates HTML output
5. Testing: Evaluates output, tests prompt, and tests code

Test Suite

Testing is arranged into three major errors:

1. Test Processed Doc: End-to-end testing, verifying code and prompt.
2. Prompt testing (evaluations): Ensure prompts performs as instructed (uses generated test data).
3. Test My Code: Traditional functional testing for core code components.

For Test Processed Doc:

• The prompt intructs to "make corrections but retain original meaning".
• Therefore for each chunk pair (original vs corrected), testing covers:
  • Content Preservation: Document structure
  • Content Preservation: Simple Word Count (+/- 5% tolorance)
  • Content Preservation: Semantic Meaning (scores > 70%)