FINAL_UPLOAD_INSTRUCTIONS.txt

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FINAL UPLOAD INSTRUCTIONS - ALL ISSUES FIXED
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IMPORTANT: You MUST upload the UPDATED app.py file!

The file has been fixed with ALL missing methods added to stub classes.

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STEP 1: VERIFY YOU HAVE THE CORRECT FILE
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Open app.py and check lines 13-71. You should see:

Line 13:  # Optional: Production logging for session tracking
Line 14:  try:
Line 15:      from production_logger import ...

And around line 36-46 you should see these methods:
  - log_warning()
  - log_transcript_start()
  - log_transcript_complete()
  - log_transcript_error()
  - log_quote_extraction()
  - finalize_session()

If you DON'T see these methods, you have the wrong file!

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STEP 2: UPLOAD TO HUGGINGFACE SPACES
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Required files (9 minimum):

  1. app.py           ← MUST be the NEW version with complete stub classes!
  2. llm.py
  3. extractors.py
  4. tagging.py
  5. chunking.py
  6. validation.py
  7. reporting.py
  8. dashboard.py
  9. requirements.txt

Optional files:
  10. production_logger.py  (if available)
  11. quote_extractor.py    (if available)

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STEP 3: SPACE SETTINGS
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SDK:       Gradio
Hardware:  GPU (T4)  ← REQUIRED for good performance

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WHAT'S BEEN FIXED
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✅ Import errors - quote_extractor and production_logger are now optional
✅ AttributeError - All missing methods added to stub classes:
   - log_warning()
   - log_transcript_start()
   - log_transcript_complete()
   - log_transcript_error()
   - log_quote_extraction()
   - finalize_session()
   - PerformanceMonitor.measure() context manager

✅ Local model inference - Phi-3-mini configured
✅ Quality Score 0.00 - Fixed hardcoded config issues

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VERIFICATION AFTER UPLOAD
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After uploading, check the Logs tab. You should see:

⚠️ Production logging not available - using basic logging
⚠️ Quote extraction not available - reports will not include storytelling quotes
✅ Configuration loaded for HuggingFace Spaces
🚀 TranscriptorAI Enterprise - LLM Backend: local
[Local Model] Loading microsoft/Phi-3-mini-4k-instruct...
[Local Model] ✅ Model loaded on cuda:0

These warnings are NORMAL and OK if you only uploaded 9 files!

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EXPECTED BEHAVIOR
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The app will work WITHOUT production_logger.py and quote_extractor.py!

Instead of full logging, you'll see:
  [INFO] Processing started: filename.docx
  [INFO] Processing complete: filename.docx | Quality: 0.85
  [INFO] Session complete

This is perfectly fine for basic usage!

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FILE LOCATION
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Make sure you're uploading from:
  /home/john/TranscriptorEnhanced/app.py

NOT from any backup, cache, or old location!

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READY TO UPLOAD!
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The file is NOW ready. Upload it to HuggingFace Spaces.

If you still get AttributeError, you uploaded the wrong file!

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