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# base stage
FROM ubuntu:24.04 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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#Optional parameter
#If set NEED_MIRROR=1, and set GITEE_TOKEN="xxxxx" , donwload source from gitee.
#If don't set GITEE_TOKEN , download from github
ARG GITEE_TOKEN = ""
WORKDIR /ragflow
# copy models downloaded via download_deps.py
RUN mkdir -p /ragflow/rag/res/deepdoc /root/.ragflow
RUN --mount= type = bind,from= infiniflow/ragflow_deps:latest,source= /huggingface.co,target= /huggingface.co \
tar --exclude= '.*' -cf - \
/huggingface.co/InfiniFlow/text_concat_xgb_v1.0 \
/huggingface.co/InfiniFlow/deepdoc \
| tar -xf - --strip-components= 3 -C /ragflow/rag/res/deepdoc
# https://github.com/chrismattmann/tika-python
# 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.
RUN --mount= type = bind,from= infiniflow/ragflow_deps:latest,source= /,target= /deps \
cp -r /deps/nltk_data /root/ && \
cp /deps/tika-server-standard-3.3.0.jar /deps/tika-server-standard-3.3.0.jar.md5 /ragflow/ && \
cp /deps/cl100k_base.tiktoken /ragflow/9b5ad71b2ce5302211f9c61530b329a4922fc6a4
ENV TIKA_SERVER_JAR = "file:///ragflow/tika-server-standard-3.3.0.jar"
ENV DEBIAN_FRONTEND = noninteractive
# Setup apt
# Python package and implicit dependencies:
# opencv-python: libglib2.0-0 libglx-mesa0 libgl1
# python-pptx: default-jdk tika-server-standard-3.3.0.jar
# selenium: libatk-bridge2.0-0 chrome-linux64-121-0-6167-85
# Building C extensions: libpython3-dev libgtk-4-1 libnss3 xdg-utils libgbm-dev
RUN --mount= type = cache,id= ragflow_apt,target= /var/cache/apt,sharing= locked \
if [ " $NEED_MIRROR " = = "1" ] ; then \
# CI runners may inject a proxy whose TLS certificate is not trusted inside
# the fresh Ubuntu base image yet. Keep the Ubuntu mirror on HTTP here so
# the mirror switch remains usable before the full CA store is available.
sed -i 's|http://archive.ubuntu.com/ubuntu|http://mirrors.aliyun.com/ubuntu|g' /etc/apt/sources.list.d/ubuntu.sources; \
sed -i 's|http://security.ubuntu.com/ubuntu|http://mirrors.aliyun.com/ubuntu|g' /etc/apt/sources.list.d/ubuntu.sources; \
fi ; \
rm -f /etc/apt/apt.conf.d/docker-clean && \
echo 'Binary::apt::APT::Keep-Downloaded-Packages "true";' > /etc/apt/apt.conf.d/keep-cache && \
chmod 1777 /tmp && \
apt update && \
apt --no-install-recommends install -y ca-certificates \
libglib2.0-0 libglx-mesa0 libgl1 pkg-config libgdiplus default-jdk libatk-bridge2.0-0 \
libgtk-4-1 libnss3 xdg-utils libjemalloc-dev gnupg unzip curl wget git vim less \
ghostscript pandoc texlive texlive-latex-extra texlive-xetex texlive-lang-chinese \
fonts-freefont-ttf fonts-noto-cjk postgresql-client
# Download resource from GitHub to /usr/share/infinity
RUN mkdir -p /usr/share/infinity/resource && \
if [ " $NEED_MIRROR " = = "1" ] ; then \
if [ -n " $GITEE_TOKEN " ] ; then \
git clone --depth 1 --single-branch " https://oauth2: ${ GITEE_TOKEN } @gitee.com/infiniflow/resource " /tmp/resource; \
else \
git clone --depth 1 --single-branch https://github.com/infiniflow/resource.git /tmp/resource; \
fi ; \
else \
git clone --depth 1 --single-branch https://github.com/infiniflow/resource.git /tmp/resource; \
fi && \
cp -r /tmp/resource/* /usr/share/infinity/resource && \
rm -rf /tmp/resource
ARG NGINX_VERSION = 1 .31.3-1~noble
RUN --mount= type = cache,id= ragflow_apt,target= /var/cache/apt,sharing= locked \
mkdir -p /etc/apt/keyrings && \
curl --retry 5 --retry-delay 2 --retry-all-errors -fsSL https://nginx.org/keys/nginx_signing.key | gpg --dearmor -o /etc/apt/keyrings/nginx-archive-keyring.gpg && \
echo "deb [signed-by=/etc/apt/keyrings/nginx-archive-keyring.gpg] https://nginx.org/packages/mainline/ubuntu/ noble nginx" > /etc/apt/sources.list.d/nginx.list && \
apt -o Acquire::Retries= 5 update && \
apt -o Acquire::Retries= 5 install -y nginx = ${ NGINX_VERSION } && \
apt-mark hold nginx
# Install uv
RUN --mount= type = bind,from= infiniflow/ragflow_deps:latest,source= /,target= /deps \
if [ " $NEED_MIRROR " = = "1" ] ; then \
mkdir -p /etc/uv && \
echo 'python-install-mirror = "https://registry.npmmirror.com/-/binary/python-build-standalone/"' > /etc/uv/uv.toml && \
echo '[[index]]' >> /etc/uv/uv.toml && \
echo 'url = "https://mirrors.aliyun.com/pypi/simple"' >> /etc/uv/uv.toml && \
echo 'default = true' >> /etc/uv/uv.toml; \
fi ; \
arch = " $( uname -m) " ; \
if [ " $arch " = "x86_64" ] ; then uv_arch = "x86_64" ; else uv_arch = "aarch64" ; fi ; \
tar xzf " /deps/uv- ${ uv_arch } -unknown-linux-gnu.tar.gz " \
&& cp " uv- ${ uv_arch } -unknown-linux-gnu/ " * /usr/local/bin/ \
&& rm -rf " uv- ${ uv_arch } -unknown-linux-gnu " \
&& uv python install 3.13
ENV PYTHONDONTWRITEBYTECODE = 1 DOTNET_SYSTEM_GLOBALIZATION_INVARIANT = 1 \
UV_HTTP_TIMEOUT = 200 \
UV_HTTP_RETRIES = 3
ENV PATH = /root/.local/bin:$PATH
# Install Node.js 22.x (Ubuntu 24.04's Node.js is too old)
RUN --mount= type = cache,id= ragflow_apt,target= /var/cache/apt,sharing= locked \
curl -fsSL https://deb.nodesource.com/setup_22.x | bash - && \
apt-get purge -y nodejs npm && \
apt-get autoremove -y && \
apt-get update && \
apt-get install -y nodejs
# stagehand-server-v3 (Node.js SEA binary used by Browser component
# in local mode).
#
# The `v3.21.0` value below is the `stagehand-go/v3` Go module
# version pinned in `go.mod`. It is used here only to compute the
# `go_<ver>/` subdirectory that `local.go:cacheDir()` will look in
# for the binary at runtime — that subdirectory name is keyed by
# the Go module's own `internal.PackageVersion`, NOT by the server
# binary's release tag.
#
# The server binary itself is fetched separately by `download_deps.py`
# from the browserbase/stagehand GitHub releases. The two are
# LOOSELY MATCHED — both stay on the v3.x line and remain protocol-
# compatible, but the version numbers do NOT track each other (Go
# SDK is at v3.21.0, server binary is at v3.7.2 today). On every
# go.mod bump, refresh the server binary pin in `download_deps.py`
# to the current latest server release; no version correspondence
# is required to maintain.
#
# Drift on the Go SDK pin (this ARG vs go.mod) forces a fresh
# GitHub download at process boot — a hard failure in air-gapped
# deployments. CI cross-checks the two values.
#
# The binary is pre-fetched by `download_deps.py` and shipped via
# the ragflow_deps image, then written directly to the stagehand-go
# cache path that `local.go:cacheDir()` constructs at runtime —
# `/root/.cache/stagehand/lib/go_<ver>/stagehand-server-v3-<arch>`.
ARG STAGEHAND_GO_VERSION = v3.21.0
RUN --mount= type = bind,from= infiniflow/ragflow_deps:latest,source= /,target= /deps \
set -eux; \
arch = " $( uname -m) " ; \
case " $arch " in \
x86_64) stagehand_arch = x64 ; ; \
aarch64| arm64) stagehand_arch = arm64 ; ; \
*) echo " Unsupported architecture: $arch " >& 2; exit 1 ; ; \
esac ; \
stagehand_version = " ${ STAGEHAND_GO_VERSION #v } " ; \
stagehand_cache_dir = " /root/.cache/stagehand/lib/go_ ${ stagehand_version } " ; \
mkdir -p " ${ stagehand_cache_dir } " ; \
cp " /deps/stagehand-server-v3-linux- ${ stagehand_arch } " \
" ${ stagehand_cache_dir } /stagehand-server-v3-linux- ${ stagehand_arch } " ; \
chmod +x " ${ stagehand_cache_dir } /stagehand-server-v3-linux- ${ stagehand_arch } "
# Add msssql ODBC driver
# macOS ARM64 environment, install msodbcsql18.
# general x86_64 environment, install msodbcsql17.
RUN --mount= type = cache,id= ragflow_apt,target= /var/cache/apt,sharing= locked \
curl https://packages.microsoft.com/keys/microsoft.asc | apt-key add - && \
curl https://packages.microsoft.com/config/ubuntu/22.04/prod.list > /etc/apt/sources.list.d/mssql-release.list && \
apt update && \
arch = " $( uname -m) " ; \
if [ " $arch " = "arm64" ] || [ " $arch " = "aarch64" ] ; then \
# ARM64 (macOS/Apple Silicon or Linux aarch64) \
ACCEPT_EULA = Y apt install -y unixodbc-dev msodbcsql18; \
else \
# x86_64 or others \
ACCEPT_EULA = Y apt install -y unixodbc-dev msodbcsql17; \
fi || \
{ echo "Failed to install ODBC driver" ; exit 1; }
# Add dependencies of selenium
RUN --mount= type = bind,from= infiniflow/ragflow_deps:latest,source= /chrome-linux64-121-0-6167-85,target= /chrome-linux64.zip \
unzip /chrome-linux64.zip && \
mv chrome-linux64 /opt/chrome && \
ln -s /opt/chrome/chrome /usr/local/bin/
RUN --mount= type = bind,from= infiniflow/ragflow_deps:latest,source= /chromedriver-linux64-121-0-6167-85,target= /chromedriver-linux64.zip \
unzip -j /chromedriver-linux64.zip chromedriver-linux64/chromedriver && \
mv chromedriver /usr/local/bin/ && \
rm -f /usr/bin/google-chrome
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 \
dpkg -i /deps/libssl1.1_1.1.1f-1ubuntu2_arm64.deb; \
fi
# builder stage
FROM base AS builder
USER root
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WORKDIR /ragflow
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# Install build-only dependencies for compiling Python C extensions.
# These are not inherited from base to keep the production image smaller.
RUN --mount= type = cache,id= ragflow_apt,target= /var/cache/apt,sharing= locked \
apt-get update --fix-missing && \
apt-get install -y build-essential libpython3-dev libicu-dev libgbm-dev && \
rm -rf /var/lib/apt/lists/*
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# install dependencies from uv.lock file
COPY pyproject.toml uv.lock ./
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# https://github.com/astral-sh/uv/issues/10462
# uv records index url into uv.lock but doesn't failover among multiple indexes
feat(agent): Go port — canvas engine, 22 components, DSL v2, 13 endpoints (#15952)
Ports the agent canvas subsystem from Python to Go.
## What's included
### Canvas Engine (Phase 0/1)
- State engine, scheduler, variable resolver, Redis checkpoint store,
cancel protocol
- **209 tests** across canvas / component / io packages
### 22 Components (P0–P4)
| Tier | Components |
|---|---|
| P0 T1+T2+T3 | LLM, Agent, ExitLoop, Switch, Categorize, Begin,
Message, Invoke |
| P1 T3 | VariableAggregator, VariableAssigner, StringTransform,
ListOperations, DataOperations |
| P2 T3 | Iteration, IterationItem, Loop, LoopItem |
| P3 T3 | UserFillUp, Fillup |
| P4 T5 | Browser, ExcelProcessor, DocsGenerator |
### DSL v2 Schema (Phase 2.5)
- Typed v2 in-memory model with v1-to-v2 auto-detect converter
- v1 legacy field stripping per plan §2.11.7
### HTTP Endpoints & Bug Fixes (Plans PR1–PR3)
- **DELETE SQL bug fix**: gorm v2 `Where("id = ?", id).Delete(...)`
pattern
- **CreateAgent validation**: title/DSL required, duplicate check, 103
envelope
- **13 new endpoints**: templates, prompts, tags, sessions CRUD,
chat/completions (SSE + non-stream stubs), rerun, test_db_connection,
logs, webhook/logs
- **756 Go unit tests** (745 → 756, +18)
- **17 → 0 Python integration test failures** (test_agents.py +
test_session_management/)
### Tools
21 eino tools: HTTPHelper, search tools, financial/data tools, mandatory
stubs
### Infrastructure
OTel observability, NATS message queue, DeepDoc gRPC client, SSRF
guards, IDOR mitigation
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# Also rewrite pypi.tuna.tsinghua.edu.cn to mirrors.aliyun.com/pypi so locks
# that were resolved against the Tsinghua mirror (e.g. when UV_INDEX pointed
# there) get normalized to the Aliyun mirror in NEED_MIRROR=1 builds. Without
# this, stale Tsinghua URLs slip through and `uv sync --frozen` 404s on
# packages that the Tsinghua mirror no longer carries.
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RUN --mount= type = cache,id= ragflow_uv,target= /root/.cache/uv,sharing= locked \
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if [ " $NEED_MIRROR " = = "1" ] ; then \
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sed -i 's|pypi.org|mirrors.aliyun.com/pypi|g' uv.lock; \
feat(agent): Go port — canvas engine, 22 components, DSL v2, 13 endpoints (#15952)
Ports the agent canvas subsystem from Python to Go.
## What's included
### Canvas Engine (Phase 0/1)
- State engine, scheduler, variable resolver, Redis checkpoint store,
cancel protocol
- **209 tests** across canvas / component / io packages
### 22 Components (P0–P4)
| Tier | Components |
|---|---|
| P0 T1+T2+T3 | LLM, Agent, ExitLoop, Switch, Categorize, Begin,
Message, Invoke |
| P1 T3 | VariableAggregator, VariableAssigner, StringTransform,
ListOperations, DataOperations |
| P2 T3 | Iteration, IterationItem, Loop, LoopItem |
| P3 T3 | UserFillUp, Fillup |
| P4 T5 | Browser, ExcelProcessor, DocsGenerator |
### DSL v2 Schema (Phase 2.5)
- Typed v2 in-memory model with v1-to-v2 auto-detect converter
- v1 legacy field stripping per plan §2.11.7
### HTTP Endpoints & Bug Fixes (Plans PR1–PR3)
- **DELETE SQL bug fix**: gorm v2 `Where("id = ?", id).Delete(...)`
pattern
- **CreateAgent validation**: title/DSL required, duplicate check, 103
envelope
- **13 new endpoints**: templates, prompts, tags, sessions CRUD,
chat/completions (SSE + non-stream stubs), rerun, test_db_connection,
logs, webhook/logs
- **756 Go unit tests** (745 → 756, +18)
- **17 → 0 Python integration test failures** (test_agents.py +
test_session_management/)
### Tools
21 eino tools: HTTPHelper, search tools, financial/data tools, mandatory
stubs
### Infrastructure
OTel observability, NATS message queue, DeepDoc gRPC client, SSRF
guards, IDOR mitigation
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sed -i 's|pypi.tuna.tsinghua.edu.cn|mirrors.aliyun.com/pypi|g' uv.lock; \
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else \
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sed -i 's|mirrors.aliyun.com/pypi|pypi.org|g' uv.lock; \
feat(agent): Go port — canvas engine, 22 components, DSL v2, 13 endpoints (#15952)
Ports the agent canvas subsystem from Python to Go.
## What's included
### Canvas Engine (Phase 0/1)
- State engine, scheduler, variable resolver, Redis checkpoint store,
cancel protocol
- **209 tests** across canvas / component / io packages
### 22 Components (P0–P4)
| Tier | Components |
|---|---|
| P0 T1+T2+T3 | LLM, Agent, ExitLoop, Switch, Categorize, Begin,
Message, Invoke |
| P1 T3 | VariableAggregator, VariableAssigner, StringTransform,
ListOperations, DataOperations |
| P2 T3 | Iteration, IterationItem, Loop, LoopItem |
| P3 T3 | UserFillUp, Fillup |
| P4 T5 | Browser, ExcelProcessor, DocsGenerator |
### DSL v2 Schema (Phase 2.5)
- Typed v2 in-memory model with v1-to-v2 auto-detect converter
- v1 legacy field stripping per plan §2.11.7
### HTTP Endpoints & Bug Fixes (Plans PR1–PR3)
- **DELETE SQL bug fix**: gorm v2 `Where("id = ?", id).Delete(...)`
pattern
- **CreateAgent validation**: title/DSL required, duplicate check, 103
envelope
- **13 new endpoints**: templates, prompts, tags, sessions CRUD,
chat/completions (SSE + non-stream stubs), rerun, test_db_connection,
logs, webhook/logs
- **756 Go unit tests** (745 → 756, +18)
- **17 → 0 Python integration test failures** (test_agents.py +
test_session_management/)
### Tools
21 eino tools: HTTPHelper, search tools, financial/data tools, mandatory
stubs
### Infrastructure
OTel observability, NATS message queue, DeepDoc gRPC client, SSRF
guards, IDOR mitigation
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sed -i 's|pypi.tuna.tsinghua.edu.cn|pypi.org|g' uv.lock; \
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sed -i 's|gitee.com|github.com|g' uv.lock; \
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fi ; \
feat(agent): Go port — canvas engine, 22 components, DSL v2, 13 endpoints (#15952)
Ports the agent canvas subsystem from Python to Go.
## What's included
### Canvas Engine (Phase 0/1)
- State engine, scheduler, variable resolver, Redis checkpoint store,
cancel protocol
- **209 tests** across canvas / component / io packages
### 22 Components (P0–P4)
| Tier | Components |
|---|---|
| P0 T1+T2+T3 | LLM, Agent, ExitLoop, Switch, Categorize, Begin,
Message, Invoke |
| P1 T3 | VariableAggregator, VariableAssigner, StringTransform,
ListOperations, DataOperations |
| P2 T3 | Iteration, IterationItem, Loop, LoopItem |
| P3 T3 | UserFillUp, Fillup |
| P4 T5 | Browser, ExcelProcessor, DocsGenerator |
### DSL v2 Schema (Phase 2.5)
- Typed v2 in-memory model with v1-to-v2 auto-detect converter
- v1 legacy field stripping per plan §2.11.7
### HTTP Endpoints & Bug Fixes (Plans PR1–PR3)
- **DELETE SQL bug fix**: gorm v2 `Where("id = ?", id).Delete(...)`
pattern
- **CreateAgent validation**: title/DSL required, duplicate check, 103
envelope
- **13 new endpoints**: templates, prompts, tags, sessions CRUD,
chat/completions (SSE + non-stream stubs), rerun, test_db_connection,
logs, webhook/logs
- **756 Go unit tests** (745 → 756, +18)
- **17 → 0 Python integration test failures** (test_agents.py +
test_session_management/)
### Tools
21 eino tools: HTTPHelper, search tools, financial/data tools, mandatory
stubs
### Infrastructure
OTel observability, NATS message queue, DeepDoc gRPC client, SSRF
guards, IDOR mitigation
2026-06-12 22:58:28 +08:00
# --refresh-package litellm forces a re-download of litellm from the
# (post-sed) URLs in uv.lock even if BuildKit's persistent uv cache mount
# holds a stale wheel from a previous build. litellm 1.88.x has had
# multiple internal ImportError issues (1.88.1 missing
# DEFAULT_HEALTH_CHECK_STALENESS_MULTIPLIER, 1.88.0 wheel pulled via
# some proxies missing RedisPipelineLpopOperation) — always re-fetching
# the locked version avoids serving a half-broken cached copy.
uv sync --python 3.13 --frozen --refresh-package litellm && \
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# Ensure pip is available in the venv for runtime package installation (fixes #12651)
.venv/bin/python3 -m ensurepip --upgrade
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# Install frontend dependencies — depends only on package manifests so
# web source / docs changes don't invalidate this layer.
COPY web/package.json web/package-lock.json web/.npmrc ./web/
RUN --mount= type = cache,id= ragflow_npm,target= /root/.npm,sharing= locked \
cd web && NODE_OPTIONS = "--max-old-space-size=8192" npm install
# Copy full web source and docs for the frontend build.
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COPY web web
COPY docs docs
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RUN --mount= type = cache,id= ragflow_npm,target= /root/.npm,sharing= locked \
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cd web && NODE_OPTIONS = "--max-old-space-size=8192" VITE_BUILD_SOURCEMAP = false VITE_MINIFY = esbuild npm run build
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RUN --mount= type = bind,source= .git,target= /ragflow/.git \
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version_info = $( git describe --tags --match= v* --first-parent --always) && \
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echo " $version_info " > /ragflow/VERSION
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# production stage
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FROM base AS production
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USER root
WORKDIR /ragflow
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# Copy Python environment and packages
ENV VIRTUAL_ENV = /ragflow/.venv
COPY --from= builder ${ VIRTUAL_ENV } ${ VIRTUAL_ENV }
ENV PATH = " ${ VIRTUAL_ENV } /bin: ${ PATH } "
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ENV PYTHONPATH = /ragflow/
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COPY docker/service_conf.yaml.template ./conf/service_conf.yaml.template
COPY docker/entrypoint*.sh ./
RUN chmod +x ./entrypoint*.sh
# Copy nginx configuration for frontend serving
RUN mkdir -p /etc/nginx/conf.d /var/log/nginx
COPY docker/nginx/nginx.conf docker/nginx/proxy.conf /etc/nginx/
COPY docker/nginx/ragflow.conf.golang \
docker/nginx/ragflow.conf.python \
docker/nginx/ragflow.conf.hybrid \
/etc/nginx/conf.d/
RUN rm -f /etc/nginx/sites-enabled/default
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COPY admin admin
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COPY api api
COPY conf conf
COPY deepdoc deepdoc
COPY rag rag
COPY agent agent
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COPY pyproject.toml uv.lock ./
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COPY mcp mcp
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COPY common common
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COPY memory memory
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COPY bin bin
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COPY tools/scripts tools/scripts
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# Copy compiled web pages
COPY --from= builder /ragflow/web/dist /ragflow/web/dist
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# Copy version info
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COPY --from= builder /ragflow/VERSION /ragflow/VERSION
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# Set environment variables
ENV HF_ENDPOINT = https://hf-mirror.com
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ENTRYPOINT [ "./entrypoint.sh" ]