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+# Base image with Python support
+FROM python:3.9
+
+# Install dependencies for Ollama installation script (optional)
+RUN apt-get update && apt-get install -y curl wget
+
+# Download and potentially execute Ollama installation script (commented out)
+RUN curl -fsSL https://ollama.com/install.sh | /bin/bash -
+
+# **Alternative: Install Ollama using a package manager (if available)**
+RUN pip install ollama
+
+# Set working directory
+WORKDIR /
+
+COPY requirements.txt /app/requirements.txt
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy your FastAPI application code (assuming 'main.py')
+COPY main.py .
+
+# Start Ollama server in the background
+RUN nohup ollama &
+
+# Download the Mistral model (modify URL if needed)
+RUN sleep 15 && ollama pull mistral 
+
+# Expose Ollama server port (commented out)
+# EXPOSE 11434  # Not required for this approach
+
+# **Entrypoint command: Run Uvicorn server**
+CMD [ "uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860" ]