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saved_game_2025_01_10.md

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Resume Parser Debug Progress - January 10, 2025

Current Status

We've identified two main issues with the resume parsing system:

  1. Notification System

    • ✅ Fixed callback URL by adding /api prefix
    • ✅ Added improved error logging in resume-parser
    • ✅ Notifications are now reaching the backend

  2. MongoDB Storage Issue

    • ❌ Documents failing validation
    • Need to review schema validation rules
    • Need to handle empty/null fields appropriately

  3. Parser Effectiveness

    • ❌ Parser not extracting data from PDFs
    • PDF reading works (confirmed by byte count)
    • All fields returning empty/null

Next Steps

1. MongoDB Fixes (Priority: High)

  1. Review current schema in docker/mongodb/init-mongo.js
  2. Consider relaxing validation rules for MVP
  3. Add better error logging to identify specific validation failures
  4. Test with minimal valid document

2. Parser Enhancement (Priority: High)

  1. Create test suite with sample PDFs
  2. Add debug logging in:
    • src/parser/mod.rs
    • src/text/mod.rs
    • src/entities/mod.rs
  3. Review section detection logic
  4. Test PDF text extraction locally

3. Testing Plan

  1. Set up local test environment
  2. Create collection of test PDFs
  3. Add logging checkpoints
  4. Verify each parsing stage:
    • PDF reading
    • Text extraction
    • Section identification
    • Data extraction
    • MongoDB storage

4. Future Improvements

  1. Add confidence scoring
  2. Improve error handling
  3. Add retry mechanism for MongoDB storage
  4. Consider fallback parsing strategies

Current Environment

  • Docker compose network configuration is correct
  • Services are communicating properly
  • Logging has been enhanced for debugging
  • Backend routes are properly configured

Resources Needed

  1. Sample PDF resumes for testing
  2. MongoDB schema documentation
  3. Current parsing rules documentation

Commands for Testing

View parser logs docker-compose logs resume-parser Test parser locally cargo test -- --nocapture Check MongoDB connection docker-compose exec mongodb mongosh

Notes

  • Keep the improved logging we've added
  • Consider adding metrics for parser success rate
  • May need to adjust MongoDB schema for MVP