Update Dockerfile

Dockerfile

@@ -2,6 +2,7 @@ FROM python:3.9-slim
 
 WORKDIR /app
 
+# Install system dependencies
 RUN apt-get update && apt-get install -y \
     build-essential \
     curl \
@@ -9,13 +10,26 @@ RUN apt-get update && apt-get install -y \
     git \
     && rm -rf /var/lib/apt/lists/*
 
-COPY requirements.txt ./
-COPY src/ ./src/
+# Copy requirements first to leverage Docker cache
+COPY requirements.txt .
 
+# Install Python dependencies
 RUN pip3 install -r requirements.txt
 
-EXPOSE 8501
+# Download NLTK data
+RUN python3 -c "import nltk; nltk.download('stopwords'); nltk.download('wordnet'); nltk.download('omw-1.4')"
 
-HEALTHCHECK CMD curl --fail http://localhost:8501/_stcore/health
+# Copy the application
+COPY . .
 
-ENTRYPOINT ["streamlit", "run", "src/streamlit_app.py", "--server.port=8501", "--server.address=0.0.0.0"]
+# Create necessary directories
+RUN mkdir -p models artifacts
+
+# Expose port
+EXPOSE 7860
+
+# Health check
+HEALTHCHECK CMD curl --fail http://localhost:7860/_stcore/health
+
+# Run the application
+ENTRYPOINT ["streamlit", "run", "app.py", "--server.port=7860", "--server.address=0.0.0.0"]