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dockerfile

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+# Use an official Python runtime as a parent image
+FROM python:3.10-slim
+
+# Set working directory
+WORKDIR /app
+
+# Copy the requirements file
+COPY requirements.txt .
+
+# Install dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Install Ollama
+RUN apt-get update && apt-get install -y curl
+RUN curl -fsSL https://ollama.com/install.sh | sh
+
+# Pre-download the llama3.2:1b model and debug
+RUN ollama pull llama3.2:1b && ollama list
+
+# Copy the app code
+COPY app.py .
+
+# Expose the Streamlit port
+EXPOSE 8501
+
+# Start Ollama in the background, log output, wait 10 seconds, then run Streamlit
+CMD ollama serve > ollama.log 2>&1 & sleep 10 && streamlit run app.py --server.port 8501 --server.address 0.0.0.0