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# base stage
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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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WORKDIR /ragflow
Feature rtl support (#13118)
### What problem does this PR solve?
This PR adds comprehensive **Right-to-Left (RTL) language support**,
primarily targeting Arabic and other RTL scripts (Hebrew, Persian, Urdu,
etc.).
Previously, RTL content had multiple rendering issues:
- Incorrect sentence splitting for Arabic punctuation in citation logic
- Misaligned text in chat messages and markdown components
- Improper positioning of blockquotes and “think” sections
- Incorrect table alignment
- Citation placement ambiguity in RTL prompts
- UI layout inconsistencies when mixing LTR and RTL text
This PR introduces backend and frontend improvements to properly detect,
render, and style RTL content while preserving existing LTR behavior.
#### Backend
- Updated sentence boundary regex in `rag/nlp/search.py` to include
Arabic punctuation:
- `،` (comma)
- `؛` (semicolon)
- `؟` (question mark)
- `۔` (Arabic full stop)
- Ensures citation insertion works correctly in RTL sentences.
- Updated citation prompt instructions to clarify citation placement
rules for RTL languages.
#### Frontend
- Introduced a new utility: `text-direction.ts`
- Detects text direction based on Unicode ranges.
- Supports Arabic, Hebrew, Syriac, Thaana, and related scripts.
- Provides `getDirAttribute()` for automatic `dir` assignment.
- Applied dynamic `dir` attributes across:
- Markdown rendering
- Chat messages
- Search results
- Tables
- Hover cards and reference popovers
- Added proper RTL styling in LESS:
- Text alignment adjustments
- Blockquote border flipping
- Section indentation correction
- Table direction switching
- Use of `<bdi>` for figure labels to prevent bidirectional conflicts
#### DevOps / Environment
- Added Windows backend launch script with retry handling.
- Updated dependency metadata.
- Adjusted development-only React debugging behavior.
---
### Type of change
- [x] Bug Fix (non-breaking change which fixes RTL rendering and
citation issues)
- [x] New Feature (non-breaking change which adds RTL detection and
dynamic direction handling)
---------
Co-authored-by: 6ba3i <isbaaoui09@gmail.com>
Co-authored-by: Ahmad Intisar <ahmadintisar@Ahmads-MacBook-M4-Pro.local>
Co-authored-by: Ahmad Intisar <168020872+ahmadintisar@users.noreply.github.com>
Co-authored-by: Liu An <asiro@qq.com>
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# copy models downloaded via download_deps.py
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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 \
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| tar -xf - --strip-components= 3 -C /ragflow/rag/res/deepdoc
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# 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/ && \
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cp /deps/tika-server-standard-3.3.0.jar /deps/tika-server-standard-3.3.0.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-3.3.0.jar"
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ENV DEBIAN_FRONTEND = noninteractive
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# Setup apt
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# Python package and implicit dependencies:
# opencv-python: libglib2.0-0 libglx-mesa0 libgl1
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# python-pptx: default-jdk tika-server-standard-3.3.0.jar
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# selenium: libatk-bridge2.0-0 chrome-linux64-121-0-6167-85
# 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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apt update && \
apt --no-install-recommends install -y ca-certificates; \
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if [ " $NEED_MIRROR " = = "1" ] ; then \
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sed -i 's|http://archive.ubuntu.com/ubuntu|https://mirrors.aliyun.com/ubuntu|g' /etc/apt/sources.list.d/ubuntu.sources; \
sed -i 's|http://security.ubuntu.com/ubuntu|https://mirrors.aliyun.com/ubuntu|g' /etc/apt/sources.list.d/ubuntu.sources; \
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fi ; \
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rm -f /etc/apt/apt.conf.d/docker-clean && \
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 install -y \
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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 && \
rm -rf /var/lib/apt/lists/*
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# Download resource from GitHub to /usr/share/infinity
RUN mkdir -p /usr/share/infinity/resource && \
if [ " $NEED_MIRROR " = = "1" ] ; then \
git clone --depth 1 --single-branch https://gitee.com/infiniflow/resource /tmp/resource; \
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
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ARG NGINX_VERSION = 1 .31.0-1~noble
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RUN --mount= type = cache,id= ragflow_apt,target= /var/cache/apt,sharing= locked \
mkdir -p /etc/apt/keyrings && \
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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 && \
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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 && \
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apt -o Acquire::Retries= 5 update && \
apt -o Acquire::Retries= 5 install -y nginx = ${ NGINX_VERSION } && \
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apt-mark hold nginx && \
rm -rf /var/lib/apt/lists/*
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# Install uv
RUN --mount= type = bind,from= infiniflow/ragflow_deps:latest,source= /,target= /deps \
if [ " $NEED_MIRROR " = = "1" ] ; then \
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mkdir -p /etc/uv && \
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echo 'python-install-mirror = "https://registry.npmmirror.com/-/binary/python-build-standalone/"' > /etc/uv/uv.toml && \
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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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- ${ uv_arch } -unknown-linux-gnu " \
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&& uv python install 3.13
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ENV PYTHONDONTWRITEBYTECODE = 1 DOTNET_SYSTEM_GLOBALIZATION_INVARIANT = 1 \
UV_HTTP_TIMEOUT = 200 \
UV_HTTP_RETRIES = 3
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ENV PATH = /root/.local/bin:$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 && \
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apt autoremove -y && \
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apt update && \
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apt install -y nodejs && \
rm -rf /var/lib/apt/lists/*
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# Add msssql ODBC driver
# macOS ARM64 environment, install msodbcsql18.
# 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 - && \
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) " ; \
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; \
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 && \
rm -rf /var/lib/apt/lists/* || \
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{ echo "Failed to install ODBC driver" ; exit 1; }
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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 \
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
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# builder stage
FROM base AS builder
USER root
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 update && \
apt 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
2026-06-12 22:58:28 +08:00
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
2026-06-12 22:58:28 +08:00
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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COPY .git /ragflow/.git
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RUN version_info = $( git describe --tags --match= v* --first-parent --always) ; \
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version_info = " $version_info " ; \
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echo " RAGFlow version: $version_info " ; \
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echo $version_info > /ragflow/VERSION
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# production stage
FROM base AS production
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 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 docker/service_conf.yaml.template ./conf/service_conf.yaml.template
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COPY docker/entrypoint.sh ./
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RUN chmod +x ./entrypoint*.sh
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# Copy nginx configuration for frontend serving
COPY docker/nginx/ragflow.conf.golang docker/nginx/ragflow.conf.python docker/nginx/ragflow.conf.hybrid docker/nginx/nginx.conf docker/nginx/proxy.conf /etc/nginx/
RUN mv /etc/nginx/ragflow.conf.golang /etc/nginx/conf.d/ragflow.conf.golang && \
mv /etc/nginx/ragflow.conf.python /etc/nginx/conf.d/ragflow.conf.python && \
mv /etc/nginx/ragflow.conf.hybrid /etc/nginx/conf.d/ragflow.conf.hybrid && \
rm -f /etc/nginx/sites-enabled/default
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# Copy compiled web pages
COPY --from= builder /ragflow/web/dist /ragflow/web/dist
COPY --from= builder /ragflow/VERSION /ragflow/VERSION
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ENTRYPOINT [ "./entrypoint.sh" ]