Update README.md

README.md

@@ -45,6 +45,19 @@ A state-of-the-art movie recommendation system that implements multiple machine
 - **Sparsity**: 93.70%
 - **Rating Scale**: 1-5 stars
 
+### 1. Files Required for Deployment
+
+```
+├── app_huggingface.py          # Main Gradio application
+├── comprehensive_recommendation_system.py  # Core recommendation system
+├── requirements_hf.txt         # Python dependencies
+├── README.md               # Hugging Face Space description
+└── MovieLensDataset_small/    # Dataset directory
+    └── ml-100k/
+        ├── u.data
+        └── u.item
+```
+
 ## 🎯 How to Use
 
 1. **Select a User**: Choose from the dropdown of available users
@@ -52,6 +65,8 @@ A state-of-the-art movie recommendation system that implements multiple machine
 3. **Set Parameters**: Adjust the number of recommendations (5-20)
 4. **Get Recommendations**: Click to generate personalized movie recommendations
 
+
+
 ### Available Methods
 
 | Method | Description | Best For |
@@ -292,7 +307,7 @@ MIT License - see LICENSE file for details
 ## 🔗 Links
 
 - **Hugging Face Space**: [https://huggingface.co/spaces/Rijeet/DataSynthis_ML_JobTask]
-- **Documentation**: See `RECOMMENDATION_SYSTEM_REPORT.md`
+
 
 ## 🤝 Contributing