mirror of
https://github.com/Cinnamon/kotaemon.git
synced 2025-06-26 23:19:56 +00:00
119 lines
3.1 KiB
Docker
119 lines
3.1 KiB
Docker
# Lite version
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FROM python:3.10-slim AS lite
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# Common dependencies
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RUN apt-get update -qqy && \
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apt-get install -y --no-install-recommends \
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ssh \
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git \
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gcc \
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g++ \
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poppler-utils \
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libpoppler-dev \
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unzip \
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curl \
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cargo
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# Setup args
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ARG TARGETPLATFORM
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ARG TARGETARCH
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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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ENV PYTHONIOENCODING=UTF-8
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ENV TARGETARCH=${TARGETARCH}
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# Create working directory
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WORKDIR /app
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# Download pdfjs
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COPY scripts/download_pdfjs.sh /app/scripts/download_pdfjs.sh
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RUN chmod +x /app/scripts/download_pdfjs.sh
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ENV PDFJS_PREBUILT_DIR="/app/libs/ktem/ktem/assets/prebuilt/pdfjs-dist"
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RUN bash scripts/download_pdfjs.sh $PDFJS_PREBUILT_DIR
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# Copy contents
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COPY . /app
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COPY launch.sh /app/launch.sh
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COPY .env.example /app/.env
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# Install pip packages
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RUN --mount=type=ssh \
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--mount=type=cache,target=/root/.cache/pip \
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pip install -e "libs/kotaemon" \
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&& pip install -e "libs/ktem" \
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&& pip install "pdfservices-sdk@git+https://github.com/niallcm/pdfservices-python-sdk.git@bump-and-unfreeze-requirements"
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RUN --mount=type=ssh \
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--mount=type=cache,target=/root/.cache/pip \
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if [ "$TARGETARCH" = "amd64" ]; then pip install "graphrag<=0.3.6" future; fi
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# Clean up
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RUN apt-get autoremove \
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&& apt-get clean \
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&& rm -rf /var/lib/apt/lists/* \
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&& rm -rf ~/.cache
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ENTRYPOINT ["sh", "/app/launch.sh"]
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# Full version
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FROM lite AS full
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# Additional dependencies for full version
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RUN apt-get update -qqy && \
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apt-get install -y --no-install-recommends \
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tesseract-ocr \
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tesseract-ocr-jpn \
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libsm6 \
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libxext6 \
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libreoffice \
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ffmpeg \
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libmagic-dev
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# Install torch and torchvision for unstructured
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RUN --mount=type=ssh \
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--mount=type=cache,target=/root/.cache/pip \
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pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
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# Install additional pip packages
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RUN --mount=type=ssh \
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--mount=type=cache,target=/root/.cache/pip \
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pip install -e "libs/kotaemon[adv]" \
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&& pip install unstructured[all-docs]
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# Install lightRAG
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ENV USE_LIGHTRAG=true
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RUN --mount=type=ssh \
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--mount=type=cache,target=/root/.cache/pip \
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pip install aioboto3 nano-vectordb ollama xxhash "lightrag-hku<=1.3.0"
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RUN --mount=type=ssh \
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--mount=type=cache,target=/root/.cache/pip \
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pip install "docling<=2.5.2"
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# Download NLTK data from LlamaIndex
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RUN python -c "from llama_index.core.readers.base import BaseReader"
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# Clean up
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RUN apt-get autoremove \
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&& apt-get clean \
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&& rm -rf /var/lib/apt/lists/* \
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&& rm -rf ~/.cache
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ENTRYPOINT ["sh", "/app/launch.sh"]
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# Ollama-bundled version
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FROM full AS ollama
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# Install ollama
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RUN --mount=type=ssh \
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--mount=type=cache,target=/root/.cache/pip \
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curl -fsSL https://ollama.com/install.sh | sh
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# RUN nohup bash -c "ollama serve &" && sleep 4 && ollama pull qwen2.5:7b
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RUN nohup bash -c "ollama serve &" && sleep 4 && ollama pull nomic-embed-text
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ENTRYPOINT ["sh", "/app/launch.sh"]
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