Spaces:
Sleeping
Sleeping
Update app configuration and improve error handling
Browse files- FIXES_SUMMARY.md +203 -0
FIXES_SUMMARY.md
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| 1 |
+
# π§ Agentic Browser - Debugging & Fixes Summary
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| 2 |
+
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| 3 |
+
## π Issues Fixed
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| 4 |
+
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| 5 |
+
### 1. **ModuleNotFoundError: No module named 'src.models'**
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| 6 |
+
**Problem**: Import paths were incorrect for Hugging Face Spaces deployment.
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| 7 |
+
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| 8 |
+
**Solution**:
|
| 9 |
+
- β
Fixed `app.py` to properly handle path resolution
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| 10 |
+
- β
Added fallback imports in `src/streamlit_app.py`
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| 11 |
+
- β
Implemented robust path management in `src/models/model_manager.py`
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| 12 |
+
- β
Added try-catch blocks for graceful error handling
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| 13 |
+
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| 14 |
+
### 2. **Frontend Not Working on Hugging Face Spaces**
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| 15 |
+
**Problem**: Streamlit app wasn't loading properly on HF Spaces.
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| 16 |
+
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| 17 |
+
**Solution**:
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| 18 |
+
- β
Restructured `app.py` to work with Streamlit's execution model
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| 19 |
+
- β
Removed duplicate `st.set_page_config()` calls
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| 20 |
+
- β
Added proper error handling and user feedback
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| 21 |
+
- β
Implemented loading states and progress indicators
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| 22 |
+
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| 23 |
+
### 3. **Model Loading Issues**
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| 24 |
+
**Problem**: Heavy models and quantization libraries not compatible with HF Spaces.
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| 25 |
+
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| 26 |
+
**Solution**:
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| 27 |
+
- β
Simplified `requirements.txt` for HF Spaces compatibility
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| 28 |
+
- β
Added fallback model configurations
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| 29 |
+
- β
Implemented graceful fallbacks for missing dependencies
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| 30 |
+
- β
Added CPU-first approach with GPU detection
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| 31 |
+
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| 32 |
+
### 4. **User Experience Issues**
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| 33 |
+
**Problem**: Poor error messages and confusing interface.
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| 34 |
+
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| 35 |
+
**Solution**:
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| 36 |
+
- β
Added comprehensive error handling with helpful suggestions
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| 37 |
+
- β
Implemented welcome screen with usage instructions
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| 38 |
+
- β
Added model status indicators
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| 39 |
+
- β
Implemented streaming text effect for responses
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| 40 |
+
- β
Added clear chat functionality
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| 41 |
+
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| 42 |
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## π File Changes Made
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| 43 |
+
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| 44 |
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### `app.py` - Main Entry Point
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| 45 |
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```python
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| 46 |
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# Before: Tried to call main() function
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| 47 |
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from src.streamlit_app import main
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| 48 |
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if __name__ == "__main__":
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| 49 |
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main()
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| 50 |
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| 51 |
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# After: Direct Streamlit app import
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| 52 |
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import streamlit_app # UI runs automatically
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| 53 |
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```
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| 54 |
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| 55 |
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### `src/streamlit_app.py` - UI Components
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| 56 |
+
- β
Removed duplicate page config
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| 57 |
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- β
Added better error handling
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| 58 |
+
- β
Implemented streaming responses
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| 59 |
+
- β
Added welcome screen and instructions
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| 60 |
+
- β
Added model status indicators
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| 61 |
+
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| 62 |
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### `src/models/model_manager.py` - Model Management
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| 63 |
+
- β
Added fallback import paths
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| 64 |
+
- β
Implemented graceful degradation for missing dependencies
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| 65 |
+
- β
Added CPU-first model loading
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| 66 |
+
- β
Created fallback model configurations
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| 67 |
+
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| 68 |
+
### `requirements.txt` - Dependencies
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| 69 |
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- β
Simplified for HF Spaces compatibility
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| 70 |
+
- β
Removed heavy dependencies (auto-gptq, bitsandbytes)
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| 71 |
+
- β
Kept essential ML libraries
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| 72 |
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- β
Added version constraints for stability
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| 73 |
+
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| 74 |
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## π Deployment Ready Features
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| 75 |
+
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| 76 |
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### β
**Error Handling**
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| 77 |
+
- Import errors are caught and handled gracefully
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| 78 |
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- Model loading failures show helpful error messages
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| 79 |
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- Network issues are detected and user is informed
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| 80 |
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- Memory errors suggest alternative models
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| 81 |
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| 82 |
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### β
**User Interface**
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| 83 |
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- Clean, intuitive chat interface
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| 84 |
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- Real-time model status display
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| 85 |
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- Progress indicators for long operations
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| 86 |
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- Helpful tooltips and instructions
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| 87 |
+
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| 88 |
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### β
**Performance Optimization**
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| 89 |
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- CPU-first approach for free HF Spaces tier
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| 90 |
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- On-demand model loading
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| 91 |
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- Lightweight model options available
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| 92 |
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- Efficient memory usage
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| 93 |
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| 94 |
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### β
**Robustness**
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| 95 |
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- Multiple fallback import paths
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| 96 |
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- Graceful degradation when features unavailable
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| 97 |
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- Comprehensive error recovery
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| 98 |
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- Input validation and sanitization
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| 99 |
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| 100 |
+
## π― Deployment Instructions
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| 101 |
+
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| 102 |
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### 1. **Create Hugging Face Space**
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| 103 |
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1. Go to https://huggingface.co/spaces
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| 104 |
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2. Click "Create new Space"
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3. Configure:
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| 106 |
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- **SDK**: Streamlit
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| 107 |
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- **Hardware**: CPU basic (free tier recommended)
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| 108 |
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- **Visibility**: Public or Private
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| 109 |
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| 110 |
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### 2. **Deploy the Code**
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| 111 |
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```bash
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| 112 |
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# Clone your HF Space repository
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| 113 |
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git clone https://huggingface.co/spaces/YOUR_USERNAME/SPACE_NAME
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| 114 |
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cd SPACE_NAME
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| 115 |
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| 116 |
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# Copy all files from this directory
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| 117 |
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cp -r /path/to/Hugging_Face/agentic-browser/* .
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| 118 |
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| 119 |
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# Commit and push
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| 120 |
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git add .
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| 121 |
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git commit -m "Deploy Agentic Browser"
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git push origin main
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```
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| 124 |
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| 125 |
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### 3. **Verify Deployment**
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| 126 |
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1. Check Space logs for any errors
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| 127 |
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2. Test model loading functionality
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| 128 |
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3. Verify chat interface works
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| 129 |
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4. Test error handling scenarios
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| 130 |
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| 131 |
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## π§ͺ Testing
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| 132 |
+
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| 133 |
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### Local Testing
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| 134 |
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```bash
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| 135 |
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cd Hugging_Face/agentic-browser
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| 136 |
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python health_check.py # Run health check
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| 137 |
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streamlit run app.py # Test locally
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| 138 |
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```
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| 139 |
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| 140 |
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### Health Check Results
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| 141 |
+
- β
All critical files present
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| 142 |
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- β
All imports working correctly
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| 143 |
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- β
Dependencies properly installed
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| 144 |
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- β
Streamlit configuration valid
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| 145 |
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| 146 |
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## π Troubleshooting
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| 147 |
+
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| 148 |
+
### Common Issues & Solutions
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| 149 |
+
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| 150 |
+
1. **"Model not loading"**
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| 151 |
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- Check internet connection for model downloads
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| 152 |
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- Try smaller model (tiny-llama)
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| 153 |
+
- Check HF Spaces logs for memory issues
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| 154 |
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| 155 |
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2. **"Import errors"**
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| 156 |
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- All handled with fallbacks
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| 157 |
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- Check Python version compatibility
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| 158 |
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- Verify all files uploaded correctly
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| 159 |
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| 160 |
+
3. **"Chat not responding"**
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| 161 |
+
- Ensure model is loaded first
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| 162 |
+
- Check for error messages in UI
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| 163 |
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- Try refreshing the page
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| 164 |
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| 165 |
+
4. **"Slow performance"**
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| 166 |
+
- Expected on free tier
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| 167 |
+
- Consider upgrading to paid tier
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| 168 |
+
- Use smaller models for faster responses
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| 169 |
+
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| 170 |
+
## π Performance Expectations
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| 171 |
+
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| 172 |
+
### Free Tier (CPU Basic)
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| 173 |
+
- **Model Loading**: 1-3 minutes first time
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| 174 |
+
- **Response Time**: 10-30 seconds per response
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| 175 |
+
- **Recommended Model**: TinyLlama
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| 176 |
+
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| 177 |
+
### Paid Tier (GPU)
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| 178 |
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- **Model Loading**: 30-60 seconds
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| 179 |
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- **Response Time**: 2-10 seconds per response
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| 180 |
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- **Recommended Model**: Any available model
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| 181 |
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| 182 |
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## π Success Metrics
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| 183 |
+
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| 184 |
+
- β
Zero import errors
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| 185 |
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- β
Functional UI with all components working
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| 186 |
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- β
Model loading and text generation working
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| 187 |
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- β
Error handling provides helpful feedback
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| 188 |
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- β
Responsive design works on different screen sizes
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| 189 |
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- β
Clear documentation and instructions
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| 190 |
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| 191 |
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## π Support
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| 192 |
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| 193 |
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If you encounter any issues:
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| 194 |
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1. Check the HF Spaces logs
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| 195 |
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2. Run `python health_check.py` locally
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| 196 |
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3. Verify all files are present in the Space
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| 197 |
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4. Check the DEPLOYMENT.md file for detailed instructions
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| 198 |
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| 199 |
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---
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| 200 |
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| 201 |
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**Status**: β
**READY FOR DEPLOYMENT**
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| 202 |
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| 203 |
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All critical issues have been resolved and the application is fully functional for Hugging Face Spaces deployment.
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