Update docker

docker

@@ -1,24 +1,37 @@
 # Use an official Python runtime as a parent image
 FROM python:3.12
 
+# Install system dependencies for Ollama
+RUN apt-get update && apt-get install -y \
+    curl \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install Ollama
+RUN curl -fsSL https://ollama.com/install.sh | sh
+
+# Install Ollama model (requires separate RUN to prevent layer caching issues)
+RUN ollama pull llama3
+
 # Set the working directory in the container
-/
+WORKDIR /app
 
 # Copy requirements.txt into the container
-COPY requirements.txt /requirements.txt
+COPY requirements.txt .
 
-# Install dependencies
-RUN pip install --no-cache-dir -r /requirements.txt
+# Install Python dependencies
+RUN pip install --no-cache-dir -r requirements.txt
 
 # Copy the application code into the container
-COPY . /app
+COPY . .
 
-# Expose the Streamlit default port
-EXPOSE 8501
+# Expose ports for both Streamlit and Ollama
+EXPOSE 8501 11434
 
-# Set environment variables to avoid Streamlit UI prompts
+# Set environment variables
 ENV STREAMLIT_SERVER_PORT=8501 \
     STREAMLIT_SERVER_ADDRESS=0.0.0.0 \
-    PYTHONUNBUFFERED=1
-# Command to run the Streamlit app
-CMD ["streamlit", "run", "app.py"]
+    PYTHONUNBUFFERED=1 \
+    OLLAMA_HOST=0.0.0.0:11434
+
+# Start both Ollama and Streamlit
+CMD ollama serve & streamlit run app.py