Update Dockerfile

Dockerfile

@@ -1,7 +1,37 @@
-FROM python:3.13.5-slim
+FROM python:3.11-slim
 
 WORKDIR /app
 
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    curl \
+    git \
+    && rm -rf /var/lib/apt/lists/*
+
+# Copy requirements and install Python dependencies
+COPY requirements.txt .
+RUN pip install --upgrade pip
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy application code
+COPY . .
+
+# Create necessary directories
+RUN mkdir -p data/raw data/processed data/external \
+    models/trained_models models/model_artifacts \
+    logs
+
+# Expose port
+EXPOSE 8501
+
+# Set environment variables
+ENV PYTHONPATH=/app
+
+# Run the application
+CMD ["streamlit", "run", "app.py", "--server.port=8501", "--server.address=0.0.0.0"]
+WORKDIR /app
+
 RUN apt-get update && apt-get install -y \
     build-essential \
     curl \