docker-compose.yaml优化
This commit is contained in:
139
Dockerfile
139
Dockerfile
@@ -1,143 +1,12 @@
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# base stage
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FROM ubuntu:22.04 AS base
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USER root
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SHELL ["/bin/bash", "-c"]
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# Use base image built from Dockerfile.base
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# Build base image first: docker build -f Dockerfile.base -t ragflow-base:latest .
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ARG BASE_IMAGE=ragflow-base:latest
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FROM ${BASE_IMAGE} AS base
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ARG NEED_MIRROR=0
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ARG LIGHTEN=0
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ENV LIGHTEN=${LIGHTEN}
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WORKDIR /ragflow
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# Copy models downloaded via download_deps.py
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RUN mkdir -p /ragflow/rag/res/deepdoc /root/.ragflow
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RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/huggingface.co,target=/huggingface.co \
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cp /huggingface.co/InfiniFlow/huqie/huqie.txt.trie /ragflow/rag/res/ && \
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tar --exclude='.*' -cf - \
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/huggingface.co/InfiniFlow/text_concat_xgb_v1.0 \
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/huggingface.co/InfiniFlow/deepdoc \
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| tar -xf - --strip-components=3 -C /ragflow/rag/res/deepdoc
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RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/huggingface.co,target=/huggingface.co \
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if [ "$LIGHTEN" != "1" ]; then \
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(tar -cf - \
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/huggingface.co/BAAI/bge-large-zh-v1.5 \
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/huggingface.co/maidalun1020/bce-embedding-base_v1 \
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| tar -xf - --strip-components=2 -C /root/.ragflow) \
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fi
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# https://github.com/chrismattmann/tika-python
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# This is the only way to run python-tika without internet access. Without this set, the default is to check the tika version and pull latest every time from Apache.
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RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/,target=/deps \
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cp -r /deps/nltk_data /root/ && \
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cp /deps/tika-server-standard-3.0.0.jar /deps/tika-server-standard-3.0.0.jar.md5 /ragflow/ && \
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cp /deps/cl100k_base.tiktoken /ragflow/9b5ad71b2ce5302211f9c61530b329a4922fc6a4
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ENV TIKA_SERVER_JAR="file:///ragflow/tika-server-standard-3.0.0.jar"
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ENV DEBIAN_FRONTEND=noninteractive
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# Setup apt
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# Python package and implicit dependencies:
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# opencv-python: libglib2.0-0 libglx-mesa0 libgl1
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# aspose-slides: pkg-config libicu-dev libgdiplus libssl1.1_1.1.1f-1ubuntu2_amd64.deb
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# python-pptx: default-jdk tika-server-standard-3.0.0.jar
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# selenium: libatk-bridge2.0-0 chrome-linux64-121-0-6167-85
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# Building C extensions: libpython3-dev libgtk-4-1 libnss3 xdg-utils libgbm-dev
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RUN --mount=type=cache,id=ragflow_apt,target=/var/cache/apt,sharing=locked \
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if [ "$NEED_MIRROR" == "1" ]; then \
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sed -i 's|http://ports.ubuntu.com|http://mirrors.tuna.tsinghua.edu.cn|g' /etc/apt/sources.list; \
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sed -i 's|http://archive.ubuntu.com|http://mirrors.tuna.tsinghua.edu.cn|g' /etc/apt/sources.list; \
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fi; \
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rm -f /etc/apt/apt.conf.d/docker-clean && \
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echo 'Binary::apt::APT::Keep-Downloaded-Packages "true";' > /etc/apt/apt.conf.d/keep-cache && \
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chmod 1777 /tmp && \
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apt update && \
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apt --no-install-recommends install -y ca-certificates && \
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apt update && \
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apt install -y libglib2.0-0 libglx-mesa0 libgl1 && \
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apt install -y pkg-config libicu-dev libgdiplus && \
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apt install -y default-jdk && \
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apt install -y libatk-bridge2.0-0 && \
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apt install -y libpython3-dev libgtk-4-1 libnss3 xdg-utils libgbm-dev && \
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apt install -y libjemalloc-dev && \
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apt install -y python3-pip pipx nginx unzip curl wget git vim less && \
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apt install -y ghostscript
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RUN if [ "$NEED_MIRROR" == "1" ]; then \
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pip3 config set global.index-url https://mirrors.aliyun.com/pypi/simple && \
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pip3 config set global.trusted-host mirrors.aliyun.com; \
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mkdir -p /etc/uv && \
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echo "[[index]]" > /etc/uv/uv.toml && \
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echo 'url = "https://mirrors.aliyun.com/pypi/simple"' >> /etc/uv/uv.toml && \
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echo "default = true" >> /etc/uv/uv.toml; \
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fi; \
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pipx install uv
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ENV PYTHONDONTWRITEBYTECODE=1 DOTNET_SYSTEM_GLOBALIZATION_INVARIANT=1
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ENV PATH=/root/.local/bin:$PATH
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# nodejs 12.22 on Ubuntu 22.04 is too old
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RUN --mount=type=cache,id=ragflow_apt,target=/var/cache/apt,sharing=locked \
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curl -fsSL https://deb.nodesource.com/setup_20.x | bash - && \
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apt purge -y nodejs npm cargo && \
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apt autoremove -y && \
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apt update && \
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apt install -y nodejs
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# A modern version of cargo is needed for the latest version of the Rust compiler.
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RUN apt update && apt install -y curl build-essential \
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&& if [ "$NEED_MIRROR" == "1" ]; then \
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# Use TUNA mirrors for rustup/rust dist files
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export RUSTUP_DIST_SERVER="https://mirrors.tuna.tsinghua.edu.cn/rustup"; \
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export RUSTUP_UPDATE_ROOT="https://mirrors.tuna.tsinghua.edu.cn/rustup/rustup"; \
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echo "Using TUNA mirrors for Rustup."; \
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fi; \
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# Force curl to use HTTP/1.1
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curl --proto '=https' --tlsv1.2 --http1.1 -sSf https://sh.rustup.rs | bash -s -- -y --profile minimal \
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&& echo 'export PATH="/root/.cargo/bin:${PATH}"' >> /root/.bashrc
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ENV PATH="/root/.cargo/bin:${PATH}"
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RUN cargo --version && rustc --version
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# Add msssql ODBC driver
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# macOS ARM64 environment, install msodbcsql18.
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# general x86_64 environment, install msodbcsql17.
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RUN --mount=type=cache,id=ragflow_apt,target=/var/cache/apt,sharing=locked \
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curl https://packages.microsoft.com/keys/microsoft.asc | apt-key add - && \
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curl https://packages.microsoft.com/config/ubuntu/22.04/prod.list > /etc/apt/sources.list.d/mssql-release.list && \
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apt update && \
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arch="$(uname -m)"; \
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if [ "$arch" = "arm64" ] || [ "$arch" = "aarch64" ]; then \
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# ARM64 (macOS/Apple Silicon or Linux aarch64)
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ACCEPT_EULA=Y apt install -y unixodbc-dev msodbcsql18; \
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else \
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# x86_64 or others
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ACCEPT_EULA=Y apt install -y unixodbc-dev msodbcsql17; \
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fi || \
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{ echo "Failed to install ODBC driver"; exit 1; }
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# Add dependencies of selenium
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RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/chrome-linux64-121-0-6167-85,target=/chrome-linux64.zip \
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unzip /chrome-linux64.zip && \
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mv chrome-linux64 /opt/chrome && \
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ln -s /opt/chrome/chrome /usr/local/bin/
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RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/chromedriver-linux64-121-0-6167-85,target=/chromedriver-linux64.zip \
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unzip -j /chromedriver-linux64.zip chromedriver-linux64/chromedriver && \
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mv chromedriver /usr/local/bin/ && \
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rm -f /usr/bin/google-chrome
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# https://forum.aspose.com/t/aspose-slides-for-net-no-usable-version-of-libssl-found-with-linux-server/271344/13
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# aspose-slides on linux/arm64 is unavailable
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RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/,target=/deps \
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if [ "$(uname -m)" = "x86_64" ]; then \
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dpkg -i /deps/libssl1.1_1.1.1f-1ubuntu2_amd64.deb; \
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elif [ "$(uname -m)" = "aarch64" ]; then \
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dpkg -i /deps/libssl1.1_1.1.1f-1ubuntu2_arm64.deb; \
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fi
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# builder stage
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FROM base AS builder
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USER root
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139
Dockerfile.base
Normal file
139
Dockerfile.base
Normal file
@@ -0,0 +1,139 @@
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# base stage
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FROM ubuntu:22.04 AS base
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USER root
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SHELL ["/bin/bash", "-c"]
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ARG NEED_MIRROR=0
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ARG LIGHTEN=0
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ENV LIGHTEN=${LIGHTEN}
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WORKDIR /ragflow
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# Copy models downloaded via download_deps.py
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RUN mkdir -p /ragflow/rag/res/deepdoc /root/.ragflow
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RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/huggingface.co,target=/huggingface.co \
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cp /huggingface.co/InfiniFlow/huqie/huqie.txt.trie /ragflow/rag/res/ && \
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tar --exclude='.*' -cf - \
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/huggingface.co/InfiniFlow/text_concat_xgb_v1.0 \
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/huggingface.co/InfiniFlow/deepdoc \
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| tar -xf - --strip-components=3 -C /ragflow/rag/res/deepdoc
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RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/huggingface.co,target=/huggingface.co \
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if [ "$LIGHTEN" != "1" ]; then \
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(tar -cf - \
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/huggingface.co/BAAI/bge-large-zh-v1.5 \
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/huggingface.co/maidalun1020/bce-embedding-base_v1 \
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| tar -xf - --strip-components=2 -C /root/.ragflow) \
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fi
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# https://github.com/chrismattmann/tika-python
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# This is the only way to run python-tika without internet access. Without this set, the default is to check the tika version and pull latest every time from Apache.
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RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/,target=/deps \
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cp -r /deps/nltk_data /root/ && \
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cp /deps/tika-server-standard-3.0.0.jar /deps/tika-server-standard-3.0.0.jar.md5 /ragflow/ && \
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cp /deps/cl100k_base.tiktoken /ragflow/9b5ad71b2ce5302211f9c61530b329a4922fc6a4
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ENV TIKA_SERVER_JAR="file:///ragflow/tika-server-standard-3.0.0.jar"
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ENV DEBIAN_FRONTEND=noninteractive
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# Setup apt
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# Python package and implicit dependencies:
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# opencv-python: libglib2.0-0 libglx-mesa0 libgl1
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# aspose-slides: pkg-config libicu-dev libgdiplus libssl1.1_1.1.1f-1ubuntu2_amd64.deb
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# python-pptx: default-jdk tika-server-standard-3.0.0.jar
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# selenium: libatk-bridge2.0-0 chrome-linux64-121-0-6167-85
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# Building C extensions: libpython3-dev libgtk-4-1 libnss3 xdg-utils libgbm-dev
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RUN --mount=type=cache,id=ragflow_apt,target=/var/cache/apt,sharing=locked \
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if [ "$NEED_MIRROR" == "1" ]; then \
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sed -i 's|http://ports.ubuntu.com|http://mirrors.tuna.tsinghua.edu.cn|g' /etc/apt/sources.list; \
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sed -i 's|http://archive.ubuntu.com|http://mirrors.tuna.tsinghua.edu.cn|g' /etc/apt/sources.list; \
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fi; \
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rm -f /etc/apt/apt.conf.d/docker-clean && \
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echo 'Binary::apt::APT::Keep-Downloaded-Packages "true";' > /etc/apt/apt.conf.d/keep-cache && \
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chmod 1777 /tmp && \
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apt update && \
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apt --no-install-recommends install -y ca-certificates && \
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apt update && \
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apt install -y libglib2.0-0 libglx-mesa0 libgl1 && \
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apt install -y pkg-config libicu-dev libgdiplus && \
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apt install -y default-jdk && \
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apt install -y libatk-bridge2.0-0 && \
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apt install -y libpython3-dev libgtk-4-1 libnss3 xdg-utils libgbm-dev && \
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apt install -y libjemalloc-dev && \
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apt install -y python3-pip pipx nginx unzip curl wget git vim less && \
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apt install -y ghostscript
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RUN if [ "$NEED_MIRROR" == "1" ]; then \
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pip3 config set global.index-url https://mirrors.aliyun.com/pypi/simple && \
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pip3 config set global.trusted-host mirrors.aliyun.com; \
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mkdir -p /etc/uv && \
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echo "[[index]]" > /etc/uv/uv.toml && \
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echo 'url = "https://mirrors.aliyun.com/pypi/simple"' >> /etc/uv/uv.toml && \
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echo "default = true" >> /etc/uv/uv.toml; \
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fi; \
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pipx install uv
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ENV PYTHONDONTWRITEBYTECODE=1 DOTNET_SYSTEM_GLOBALIZATION_INVARIANT=1
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ENV PATH=/root/.local/bin:$PATH
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# nodejs 12.22 on Ubuntu 22.04 is too old
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RUN --mount=type=cache,id=ragflow_apt,target=/var/cache/apt,sharing=locked \
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curl -fsSL https://deb.nodesource.com/setup_20.x | bash - && \
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apt purge -y nodejs npm cargo && \
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apt autoremove -y && \
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apt update && \
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apt install -y nodejs
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# A modern version of cargo is needed for the latest version of the Rust compiler.
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RUN apt update && apt install -y curl build-essential \
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&& if [ "$NEED_MIRROR" == "1" ]; then \
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# Use TUNA mirrors for rustup/rust dist files
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export RUSTUP_DIST_SERVER="https://mirrors.tuna.tsinghua.edu.cn/rustup"; \
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export RUSTUP_UPDATE_ROOT="https://mirrors.tuna.tsinghua.edu.cn/rustup/rustup"; \
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echo "Using TUNA mirrors for Rustup."; \
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fi; \
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# Force curl to use HTTP/1.1
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curl --proto '=https' --tlsv1.2 --http1.1 -sSf https://sh.rustup.rs | bash -s -- -y --profile minimal \
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&& echo 'export PATH="/root/.cargo/bin:${PATH}"' >> /root/.bashrc
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ENV PATH="/root/.cargo/bin:${PATH}"
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RUN cargo --version && rustc --version
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# Add msssql ODBC driver
|
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# macOS ARM64 environment, install msodbcsql18.
|
||||
# general x86_64 environment, install msodbcsql17.
|
||||
RUN --mount=type=cache,id=ragflow_apt,target=/var/cache/apt,sharing=locked \
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curl https://packages.microsoft.com/keys/microsoft.asc | apt-key add - && \
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curl https://packages.microsoft.com/config/ubuntu/22.04/prod.list > /etc/apt/sources.list.d/mssql-release.list && \
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apt update && \
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arch="$(uname -m)"; \
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if [ "$arch" = "arm64" ] || [ "$arch" = "aarch64" ]; then \
|
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# ARM64 (macOS/Apple Silicon or Linux aarch64)
|
||||
ACCEPT_EULA=Y apt install -y unixodbc-dev msodbcsql18; \
|
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else \
|
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# x86_64 or others
|
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ACCEPT_EULA=Y apt install -y unixodbc-dev msodbcsql17; \
|
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fi || \
|
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{ echo "Failed to install ODBC driver"; exit 1; }
|
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|
||||
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|
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# Add dependencies of selenium
|
||||
RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/chrome-linux64-121-0-6167-85,target=/chrome-linux64.zip \
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unzip /chrome-linux64.zip && \
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mv chrome-linux64 /opt/chrome && \
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ln -s /opt/chrome/chrome /usr/local/bin/
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RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/chromedriver-linux64-121-0-6167-85,target=/chromedriver-linux64.zip \
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unzip -j /chromedriver-linux64.zip chromedriver-linux64/chromedriver && \
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mv chromedriver /usr/local/bin/ && \
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rm -f /usr/bin/google-chrome
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||||
# https://forum.aspose.com/t/aspose-slides-for-net-no-usable-version-of-libssl-found-with-linux-server/271344/13
|
||||
# aspose-slides on linux/arm64 is unavailable
|
||||
RUN --mount=type=bind,from=infiniflow/ragflow_deps:latest,source=/,target=/deps \
|
||||
if [ "$(uname -m)" = "x86_64" ]; then \
|
||||
dpkg -i /deps/libssl1.1_1.1.1f-1ubuntu2_amd64.deb; \
|
||||
elif [ "$(uname -m)" = "aarch64" ]; then \
|
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dpkg -i /deps/libssl1.1_1.1.1f-1ubuntu2_arm64.deb; \
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fi
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||||
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||||
@@ -1,39 +1,4 @@
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services:
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es01:
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container_name: ragflow-es-01
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profiles:
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||||
- elasticsearch
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||||
image: elasticsearch:${STACK_VERSION}
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volumes:
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||||
- esdata01:/usr/share/elasticsearch/data
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ports:
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- ${ES_PORT}:9200
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env_file: .env
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environment:
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- node.name=es01
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- ELASTIC_PASSWORD=${ELASTIC_PASSWORD}
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- bootstrap.memory_lock=false
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- discovery.type=single-node
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- xpack.security.enabled=true
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- xpack.security.http.ssl.enabled=false
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- xpack.security.transport.ssl.enabled=false
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- cluster.routing.allocation.disk.watermark.low=5gb
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- cluster.routing.allocation.disk.watermark.high=3gb
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- cluster.routing.allocation.disk.watermark.flood_stage=2gb
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- TZ=${TIMEZONE}
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mem_limit: ${MEM_LIMIT}
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ulimits:
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memlock:
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soft: -1
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hard: -1
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||||
healthcheck:
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||||
test: ["CMD-SHELL", "curl http://localhost:9200"]
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interval: 10s
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||||
timeout: 10s
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||||
retries: 120
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networks:
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||||
- ragflow
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||||
restart: on-failure
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||||
|
||||
opensearch01:
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||||
container_name: ragflow-opensearch-01
|
||||
@@ -73,34 +38,27 @@ services:
|
||||
- ragflow
|
||||
restart: on-failure
|
||||
|
||||
infinity:
|
||||
container_name: ragflow-infinity
|
||||
profiles:
|
||||
- infinity
|
||||
image: infiniflow/infinity:v0.6.1
|
||||
volumes:
|
||||
- infinity_data:/var/infinity
|
||||
- ./infinity_conf.toml:/infinity_conf.toml
|
||||
command: ["-f", "/infinity_conf.toml"]
|
||||
ports:
|
||||
- ${INFINITY_THRIFT_PORT}:23817
|
||||
- ${INFINITY_HTTP_PORT}:23820
|
||||
- ${INFINITY_PSQL_PORT}:5432
|
||||
|
||||
postgres:
|
||||
image: postgres:15
|
||||
container_name: ragflow-postgres
|
||||
env_file: .env
|
||||
environment:
|
||||
- POSTGRES_DB=${POSTGRES_DBNAME}
|
||||
- POSTGRES_USER=${POSTGRES_USER}
|
||||
- POSTGRES_PASSWORD=${POSTGRES_PASSWORD}
|
||||
- TZ=${TIMEZONE}
|
||||
mem_limit: ${MEM_LIMIT}
|
||||
ulimits:
|
||||
nofile:
|
||||
soft: 500000
|
||||
hard: 500000
|
||||
ports:
|
||||
- ${POSTGRES_PORT-5440}:5432
|
||||
volumes:
|
||||
- postgres_data:/var/lib/postgresql/data
|
||||
networks:
|
||||
- ragflow
|
||||
healthcheck:
|
||||
test: ["CMD", "curl", "http://localhost:23820/admin/node/current"]
|
||||
test: ["CMD-SHELL", "pg_isready -U ${POSTGRES_USER} -d ${POSTGRES_DBNAME}"]
|
||||
interval: 10s
|
||||
timeout: 10s
|
||||
retries: 120
|
||||
timeout: 5s
|
||||
retries: 5
|
||||
restart: on-failure
|
||||
|
||||
sandbox-executor-manager:
|
||||
@@ -133,36 +91,6 @@ services:
|
||||
retries: 5
|
||||
restart: on-failure
|
||||
|
||||
mysql:
|
||||
# mysql:5.7 linux/arm64 image is unavailable.
|
||||
image: mysql:8.0.39
|
||||
container_name: ragflow-mysql
|
||||
env_file: .env
|
||||
environment:
|
||||
- MYSQL_ROOT_PASSWORD=${MYSQL_PASSWORD}
|
||||
- TZ=${TIMEZONE}
|
||||
command:
|
||||
--max_connections=1000
|
||||
--character-set-server=utf8mb4
|
||||
--collation-server=utf8mb4_unicode_ci
|
||||
--default-authentication-plugin=mysql_native_password
|
||||
--tls_version="TLSv1.2,TLSv1.3"
|
||||
--init-file /data/application/init.sql
|
||||
--binlog_expire_logs_seconds=604800
|
||||
ports:
|
||||
- ${MYSQL_PORT}:3306
|
||||
volumes:
|
||||
- mysql_data:/var/lib/mysql
|
||||
- ./init.sql:/data/application/init.sql
|
||||
networks:
|
||||
- ragflow
|
||||
healthcheck:
|
||||
test: ["CMD", "mysqladmin" ,"ping", "-uroot", "-p${MYSQL_PASSWORD}"]
|
||||
interval: 10s
|
||||
timeout: 10s
|
||||
retries: 3
|
||||
restart: on-failure
|
||||
|
||||
minio:
|
||||
image: quay.io/minio/minio:RELEASE.2025-06-13T11-33-47Z
|
||||
container_name: ragflow-minio
|
||||
@@ -207,47 +135,24 @@ services:
|
||||
start_period: 10s
|
||||
|
||||
|
||||
kibana:
|
||||
container_name: ragflow-kibana
|
||||
profiles:
|
||||
- kibana
|
||||
image: kibana:${STACK_VERSION}
|
||||
ports:
|
||||
- ${KIBANA_PORT-5601}:5601
|
||||
env_file: .env
|
||||
environment:
|
||||
- TZ=${TIMEZONE}
|
||||
volumes:
|
||||
- kibana_data:/usr/share/kibana/data
|
||||
depends_on:
|
||||
es01:
|
||||
condition: service_started
|
||||
healthcheck:
|
||||
test: ["CMD", "curl", "-f", "http://localhost:5601/api/status"]
|
||||
interval: 10s
|
||||
timeout: 10s
|
||||
retries: 120
|
||||
networks:
|
||||
- ragflow
|
||||
restart: on-failure
|
||||
|
||||
|
||||
volumes:
|
||||
esdata01:
|
||||
driver: local
|
||||
name: ragflow_esdata01
|
||||
osdata01:
|
||||
driver: local
|
||||
name: ragflow_osdata01
|
||||
infinity_data:
|
||||
driver: local
|
||||
name: ragflow_infinity_data
|
||||
mysql_data:
|
||||
driver: local
|
||||
name: ragflow_mysql_data
|
||||
minio_data:
|
||||
driver: local
|
||||
name: ragflow_minio_data
|
||||
redis_data:
|
||||
driver: local
|
||||
kibana_data:
|
||||
driver: local
|
||||
name: ragflow_redis_data
|
||||
postgres_data:
|
||||
name: ragflow_postgres_data
|
||||
|
||||
networks:
|
||||
ragflow:
|
||||
name: ragflow
|
||||
driver: bridge
|
||||
|
||||
@@ -4,7 +4,7 @@ include:
|
||||
services:
|
||||
ragflow:
|
||||
depends_on:
|
||||
mysql:
|
||||
postgres:
|
||||
condition: service_healthy
|
||||
image: ${RAGFLOW_IMAGE}
|
||||
# Example configuration to set up an MCP server:
|
||||
|
||||
@@ -32,14 +32,14 @@ redis:
|
||||
db: 1
|
||||
password: '${REDIS_PASSWORD:-infini_rag_flow}'
|
||||
host: '${REDIS_HOST:-redis}:6379'
|
||||
# postgres:
|
||||
# name: '${POSTGRES_DBNAME:-rag_flow}'
|
||||
# user: '${POSTGRES_USER:-rag_flow}'
|
||||
# password: '${POSTGRES_PASSWORD:-infini_rag_flow}'
|
||||
# host: '${POSTGRES_HOST:-postgres}'
|
||||
# port: 5432
|
||||
# max_connections: 100
|
||||
# stale_timeout: 30
|
||||
postgres:
|
||||
name: '${POSTGRES_DBNAME:-rag_flow}'
|
||||
user: '${POSTGRES_USER:-rag_flow}'
|
||||
password: '${POSTGRES_PASSWORD:-infini_rag_flow}'
|
||||
host: '${POSTGRES_HOST:-postgres}'
|
||||
port: 5432
|
||||
max_connections: 100
|
||||
stale_timeout: 30
|
||||
# s3:
|
||||
# access_key: 'access_key'
|
||||
# secret_key: 'secret_key'
|
||||
|
||||
Reference in New Issue
Block a user