Dockerfile

FROM python:3.9-slim
WORKDIR /app
COPY requirements.txt ./requirements.txt
RUN apt-get update \
    && apt-get -y install libpq-dev gcc \
    && pip install psycopg2
# Install uvicorn
RUN pip install uvicorn

# Use an official PostgreSQL image
FROM postgres:16

# Set environment variables
ENV POSTGRES_DB ai
ENV POSTGRES_USER ai
ENV POSTGRES_PASSWORD ai

# Mount a volume for storing data
VOLUME pgvolume

# Expose port 5532
EXPOSE 5532

# Run the container in detached mode
CMD ["docker", "run", "-d", "--name", "pgvector", "phidata/pgvector:16"]

RUN pip install ollama
RUN ollama pull nomic-embed-text
# Install dependencies
RUN pip install -r requirements.txt
COPY . /app
ENTRYPOINT ["uvicorn", "main:app"]
CMD ["--host", "0.0.0.0", "--port", "7860"]