# Use an official Python runtime as a parent image
FROM python:3.11-slim

# Set the working directory in the container
WORKDIR /app

# Copy the requirements file into the container at /app
COPY ./requirements.txt /app/

# Install any needed packages specified in requirements.txt
RUN pip install --no-cache-dir -r requirements.txt

# Copy the rest of the application's code into the container at /app
COPY . /app/

# Make port 8000 available to the world outside this container
EXPOSE 8000

# Define environment variables
ENV OLLAMA_BASE_URL=http://192.168.1.2:30068

# Run the command to build the vector store and then start the API
CMD sh -c "python rag_builder.py && uvicorn rag_api:app --host 0.0.0.0 --port 8000"