Create Dockerfile

Dockerfile

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+FROM ubuntu:22.04
+
+# Set the working directory in the container
+WORKDIR /app
+
+# Install system dependencies and Python
+RUN apt-get update && apt-get install -y \
+    python3 \
+    python3-pip \
+    curl \
+    && rm -rf /var/lib/apt/lists/*
+
+# Set Python3 as the default
+RUN ln -s /usr/bin/python3 /usr/bin/python
+
+# Install Ollama
+RUN curl -fsSL https://ollama.com/install.sh | bash
+
+# Ensure Ollama is in the system path
+ENV PATH="/root/.ollama/bin:$PATH"
+
+# Pre-download the Llama3 model to avoid downloading it at runtime
+RUN ollama serve & sleep 5 && ollama pull mannix/defog-llama3-sqlcoder-8b
+
+# Copy the requirements file and install dependencies
+COPY requirements.txt ./
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy the application files
+COPY . .
+
+# Expose the FastAPI default port
+EXPOSE 8000
+
+# Start Ollama and FastAPI
+CMD ["sh", "-c", "ollama serve & uvicorn main:app --host 0.0.0.0 --port 8000"]