Update main.py
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main.py
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@@ -120,42 +120,3 @@ if __name__ == "__main__":
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main()
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```
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---
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## What Was Added (All marked with "# NEW"):
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### In `initialize_system()`:
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1. ✅ **Log configuration** - Shows TOP_K and MIN_SIMILARITY_SCORE at startup
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2. ✅ **Chunk statistics** - Shows number of chunks and average chunk size
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3. ✅ **System ready message** - Clear indicator when initialization is complete
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### In `process_query()`:
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4. ✅ **Log query** - Shows what query is being processed
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5. ✅ **Enhanced result logging** - Shows similarity score range for found chunks
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6. ✅ **Warning for no results** - Clear warning when nothing matches
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7. ✅ **Response length logging** - Shows how long the response is
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---
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## Example Log Output:
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**Before:**
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```
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2025-11-05 01:39:35,487 - main - INFO - Initializing the system...
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2025-11-05 01:39:35,494 - main - INFO - Loaded 1 documents
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2025-11-05 01:39:40,774 - main - INFO - Generated embeddings of shape (1, 768)
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2025-11-05 01:39:42,142 - main - INFO - Search engine initialized
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```
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**After:**
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```
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2025-11-05 01:39:35,487 - main - INFO - Initializing the system...
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2025-11-05 01:39:35,488 - main - INFO - Configuration: TOP_K=5, MIN_SIMILARITY=0.35
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2025-11-05 01:39:35,494 - main - INFO - Loaded document with 25 chunks
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2025-11-05 01:39:35,495 - main - INFO - Average chunk size: 387 characters
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2025-11-05 01:39:40,774 - main - INFO - Generated embeddings of shape (25, 768)
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2025-11-05 01:39:42,142 - main - INFO - Search engine initialized
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2025-11-05 01:39:45,778 - main - INFO - ✅ System ready for queries!
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2025-11-05 01:40:10,234 - main - INFO - Processing query: 'ما هي نسبة الحضور؟'
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2025-11-05 01:40:10,456 - main - INFO - Found 3 relevant chunks (similarity: 0.68 - 0.85)
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2025-11-05 01:40:10,678 - main - INFO - Generated response (342 characters)
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main()
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```
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