50 lines
1.2 KiB
Docker
50 lines
1.2 KiB
Docker
# Dockerfile is based on the following tutorial:
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# https://www.erraticbits.ca/post/2021/fastapi/
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# Build step #1: build the React front end
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FROM node:20-bookworm-slim as build-step
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WORKDIR /app
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ENV PATH /app/node_modules/.bin:$PATH
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COPY frontend/package.json ./
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RUN npm install
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COPY ./frontend/ ./
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RUN npm run build
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FROM python:3.11-slim-bookworm
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RUN apt-get update -y && apt-get install -y gcc && rm -rf /var/lib/apt/lists/*
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# Set environment variables
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ENV PYTHONDONTWRITEBYTECODE 1
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ENV PYTHONUNBUFFERED 1
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# Install poetry for packages management
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RUN python -m pip install -U pip poetry
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RUN poetry config virtualenvs.create false
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# Use /app as the working directory
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WORKDIR /app
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# Copy poetry files & install the dependencies
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COPY ./pyproject.toml /app
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COPY ./poetry.lock /app
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COPY --from=build-step /app/dist /app/static
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RUN poetry install --no-interaction --no-ansi --no-root --without dev
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RUN python -c 'from fastembed.embedding import DefaultEmbedding; DefaultEmbedding("sentence-transformers/all-MiniLM-L6-v2")'
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# Finally copy the application source code and install root
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COPY qdrant_demo /app/qdrant_demo
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EXPOSE 8000
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CMD uvicorn qdrant_demo.service:app --host 0.0.0.0 --port 8000 --workers ${WORKERS:-1}
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