Replace poetry with uv (#4471)
Browse files### What problem does this PR solve?
Replace poetry with uv
### Type of change
- [x] Refactoring
- .github/workflows/release.yml +1 -1
- .github/workflows/tests.yml +4 -4
- Dockerfile +12 -19
- README.md +3 -4
- README_id.md +3 -4
- README_ja.md +3 -4
- README_ko.md +3 -4
- README_zh.md +4 -6
- docs/guides/develop/launch_ragflow_from_source.md +5 -11
- poetry.lock +0 -0
- poetry.toml +0 -4
- pyproject.toml +129 -135
- sdk/python/README.md +5 -3
- sdk/python/poetry.lock +0 -342
- sdk/python/pyproject.toml +15 -14
- sdk/python/uv.lock +215 -0
- uv.lock +0 -0
.github/workflows/release.yml
CHANGED
@@ -113,7 +113,7 @@ jobs:
|
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113 |
if: startsWith(github.ref, 'refs/tags/v')
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run: |
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cd sdk/python && \
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-
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117 |
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- name: Publish package distributions to PyPI
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if: startsWith(github.ref, 'refs/tags/v')
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if: startsWith(github.ref, 'refs/tags/v')
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run: |
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cd sdk/python && \
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+
uv build
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117 |
|
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- name: Publish package distributions to PyPI
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if: startsWith(github.ref, 'refs/tags/v')
|
.github/workflows/tests.yml
CHANGED
@@ -89,7 +89,7 @@ jobs:
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echo "Waiting for service to be available..."
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sleep 5
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done
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-
cd sdk/python &&
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|
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- name: Run frontend api tests against Elasticsearch
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run: |
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@@ -99,7 +99,7 @@ jobs:
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echo "Waiting for service to be available..."
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sleep 5
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101 |
done
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-
cd sdk/python &&
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|
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- name: Stop ragflow:nightly
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@@ -119,7 +119,7 @@ jobs:
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echo "Waiting for service to be available..."
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sleep 5
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done
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-
cd sdk/python &&
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- name: Run frontend api tests against Infinity
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run: |
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@@ -129,7 +129,7 @@ jobs:
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echo "Waiting for service to be available..."
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sleep 5
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done
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-
cd sdk/python &&
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- name: Stop ragflow:nightly
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if: always() # always run this step even if previous steps failed
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echo "Waiting for service to be available..."
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sleep 5
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done
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+
cd sdk/python && uv sync --python 3.10 --frozen && uv pip install . && source .venv/bin/activate && cd test/test_sdk_api && pytest -s --tb=short get_email.py t_dataset.py t_chat.py t_session.py t_document.py t_chunk.py
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- name: Run frontend api tests against Elasticsearch
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run: |
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echo "Waiting for service to be available..."
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sleep 5
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done
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+
cd sdk/python && uv sync --python 3.10 --frozen && uv pip install . && source .venv/bin/activate && cd test/test_frontend_api && pytest -s --tb=short get_email.py test_dataset.py
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- name: Stop ragflow:nightly
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echo "Waiting for service to be available..."
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sleep 5
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done
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+
cd sdk/python && uv sync --python 3.10 --frozen && uv pip install . && source .venv/bin/activate && cd test/test_sdk_api && pytest -s --tb=short get_email.py t_dataset.py t_chat.py t_session.py t_document.py t_chunk.py
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- name: Run frontend api tests against Infinity
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run: |
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echo "Waiting for service to be available..."
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sleep 5
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done
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+
cd sdk/python && uv sync --python 3.10 --frozen && uv pip install . && source .venv/bin/activate && cd test/test_frontend_api && pytest -s --tb=short get_email.py test_dataset.py
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- name: Stop ragflow:nightly
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if: always() # always run this step even if previous steps failed
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Dockerfile
CHANGED
@@ -64,19 +64,15 @@ RUN --mount=type=cache,id=ragflow_apt,target=/var/cache/apt,sharing=locked \
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RUN if [ "$NEED_MIRROR" == "1" ]; then \
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pip3 config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple && \
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pip3 config set global.trusted-host pypi.tuna.tsinghua.edu.cn; \
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fi; \
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-
pipx install
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-
if [ "$NEED_MIRROR" == "1" ]; then \
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-
pipx inject poetry poetry-plugin-pypi-mirror; \
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-
fi
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ENV PYTHONDONTWRITEBYTECODE=1 DOTNET_SYSTEM_GLOBALIZATION_INVARIANT=1
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ENV PATH=/root/.local/bin:$PATH
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-
# Configure Poetry
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-
ENV POETRY_NO_INTERACTION=1
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-
ENV POETRY_VIRTUALENVS_IN_PROJECT=true
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-
ENV POETRY_VIRTUALENVS_CREATE=true
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-
ENV POETRY_REQUESTS_TIMEOUT=15
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# nodejs 12.22 on Ubuntu 22.04 is too old
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RUN --mount=type=cache,id=ragflow_apt,target=/var/cache/apt,sharing=locked \
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@@ -85,7 +81,7 @@ RUN --mount=type=cache,id=ragflow_apt,target=/var/cache/apt,sharing=locked \
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apt autoremove && \
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apt update && \
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apt install -y nodejs cargo
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-
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# Add msssql ODBC driver
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# macOS ARM64 environment, install msodbcsql18.
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@@ -131,17 +127,14 @@ USER root
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WORKDIR /ragflow
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-
# install dependencies from
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-
COPY pyproject.toml
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-
RUN --mount=type=cache,id=
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-
if [ "$NEED_MIRROR" == "1" ]; then \
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-
export POETRY_PYPI_MIRROR_URL=https://pypi.tuna.tsinghua.edu.cn/simple/; \
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-
fi; \
|
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if [ "$LIGHTEN" == "1" ]; then \
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-
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else \
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-
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fi
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COPY web web
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@@ -180,7 +173,7 @@ COPY deepdoc deepdoc
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COPY rag rag
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COPY agent agent
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COPY graphrag graphrag
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-
COPY pyproject.toml
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COPY docker/service_conf.yaml.template ./conf/service_conf.yaml.template
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COPY docker/entrypoint.sh ./entrypoint.sh
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RUN if [ "$NEED_MIRROR" == "1" ]; then \
|
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pip3 config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple && \
|
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pip3 config set global.trusted-host pypi.tuna.tsinghua.edu.cn; \
|
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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://pypi.tuna.tsinghua.edu.cn/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:$PATH
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# nodejs 12.22 on Ubuntu 22.04 is too old
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RUN --mount=type=cache,id=ragflow_apt,target=/var/cache/apt,sharing=locked \
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apt autoremove && \
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apt update && \
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apt install -y nodejs cargo
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+
|
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# Add msssql ODBC driver
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# macOS ARM64 environment, install msodbcsql18.
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WORKDIR /ragflow
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+
# install dependencies from uv.lock file
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+
COPY pyproject.toml uv.lock ./
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+
RUN --mount=type=cache,id=ragflow_uv,target=/root/.cache/uv,sharing=locked \
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if [ "$LIGHTEN" == "1" ]; then \
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+
uv sync --python 3.10 --frozen; \
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else \
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+
uv sync --python 3.10 --frozen --all-extras; \
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fi
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COPY web web
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COPY rag rag
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COPY agent agent
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COPY graphrag graphrag
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+
COPY pyproject.toml uv.lock ./
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COPY docker/service_conf.yaml.template ./conf/service_conf.yaml.template
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COPY docker/entrypoint.sh ./entrypoint.sh
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README.md
CHANGED
@@ -280,17 +280,16 @@ docker build -f Dockerfile -t infiniflow/ragflow:nightly .
|
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## 🔨 Launch service from source for development
|
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-
1. Install
|
284 |
```bash
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-
pipx install
|
286 |
-
export POETRY_VIRTUALENVS_CREATE=true POETRY_VIRTUALENVS_IN_PROJECT=true
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```
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2. Clone the source code and install Python dependencies:
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```bash
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git clone https://github.com/infiniflow/ragflow.git
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cd ragflow/
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-
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```
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295 |
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3. Launch the dependent services (MinIO, Elasticsearch, Redis, and MySQL) using Docker Compose:
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|
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280 |
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## 🔨 Launch service from source for development
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+
1. Install uv, or skip this step if it is already installed:
|
284 |
```bash
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285 |
+
pipx install uv
|
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```
|
287 |
|
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2. Clone the source code and install Python dependencies:
|
289 |
```bash
|
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git clone https://github.com/infiniflow/ragflow.git
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291 |
cd ragflow/
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292 |
+
uv sync --python 3.10 --all-extras # install RAGFlow dependent python modules
|
293 |
```
|
294 |
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295 |
3. Launch the dependent services (MinIO, Elasticsearch, Redis, and MySQL) using Docker Compose:
|
README_id.md
CHANGED
@@ -249,17 +249,16 @@ docker build -f Dockerfile -t infiniflow/ragflow:nightly .
|
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249 |
|
250 |
## 🔨 Menjalankan Aplikasi dari untuk Pengembangan
|
251 |
|
252 |
-
1. Instal
|
253 |
```bash
|
254 |
-
pipx install
|
255 |
-
export POETRY_VIRTUALENVS_CREATE=true POETRY_VIRTUALENVS_IN_PROJECT=true
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```
|
257 |
|
258 |
2. Clone kode sumber dan instal dependensi Python:
|
259 |
```bash
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260 |
git clone https://github.com/infiniflow/ragflow.git
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261 |
cd ragflow/
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262 |
-
|
263 |
```
|
264 |
|
265 |
3. Jalankan aplikasi yang diperlukan (MinIO, Elasticsearch, Redis, dan MySQL) menggunakan Docker Compose:
|
|
|
249 |
|
250 |
## 🔨 Menjalankan Aplikasi dari untuk Pengembangan
|
251 |
|
252 |
+
1. Instal uv, atau lewati langkah ini jika sudah terinstal:
|
253 |
```bash
|
254 |
+
pipx install uv
|
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|
255 |
```
|
256 |
|
257 |
2. Clone kode sumber dan instal dependensi Python:
|
258 |
```bash
|
259 |
git clone https://github.com/infiniflow/ragflow.git
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260 |
cd ragflow/
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261 |
+
uv sync --python 3.10 --all-extras # install RAGFlow dependent python modules
|
262 |
```
|
263 |
|
264 |
3. Jalankan aplikasi yang diperlukan (MinIO, Elasticsearch, Redis, dan MySQL) menggunakan Docker Compose:
|
README_ja.md
CHANGED
@@ -245,17 +245,16 @@ docker build -f Dockerfile -t infiniflow/ragflow:nightly .
|
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245 |
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## 🔨 ソースコードからサービスを起動する方法
|
247 |
|
248 |
-
1.
|
249 |
```bash
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250 |
-
pipx install
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251 |
-
export POETRY_VIRTUALENVS_CREATE=true POETRY_VIRTUALENVS_IN_PROJECT=true
|
252 |
```
|
253 |
|
254 |
2. ソースコードをクローンし、Python の依存関係をインストールする:
|
255 |
```bash
|
256 |
git clone https://github.com/infiniflow/ragflow.git
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257 |
cd ragflow/
|
258 |
-
|
259 |
```
|
260 |
|
261 |
3. Docker Compose を使用して依存サービス(MinIO、Elasticsearch、Redis、MySQL)を起動する:
|
|
|
245 |
|
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## 🔨 ソースコードからサービスを起動する方法
|
247 |
|
248 |
+
1. uv をインストールする。すでにインストールされている場合は、このステップをスキップしてください:
|
249 |
```bash
|
250 |
+
pipx install uv
|
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|
251 |
```
|
252 |
|
253 |
2. ソースコードをクローンし、Python の依存関係をインストールする:
|
254 |
```bash
|
255 |
git clone https://github.com/infiniflow/ragflow.git
|
256 |
cd ragflow/
|
257 |
+
uv sync --python 3.10 --all-extras # install RAGFlow dependent python modules
|
258 |
```
|
259 |
|
260 |
3. Docker Compose を使用して依存サービス(MinIO、Elasticsearch、Redis、MySQL)を起動する:
|
README_ko.md
CHANGED
@@ -247,17 +247,16 @@ docker build -f Dockerfile -t infiniflow/ragflow:nightly .
|
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247 |
|
248 |
## 🔨 소스 코드로 서비스를 시작합니다.
|
249 |
|
250 |
-
1.
|
251 |
```bash
|
252 |
-
pipx install
|
253 |
-
export POETRY_VIRTUALENVS_CREATE=true POETRY_VIRTUALENVS_IN_PROJECT=true
|
254 |
```
|
255 |
|
256 |
2. 소스 코드를 클론하고 Python 의존성을 설치합니다:
|
257 |
```bash
|
258 |
git clone https://github.com/infiniflow/ragflow.git
|
259 |
cd ragflow/
|
260 |
-
|
261 |
```
|
262 |
|
263 |
3. Docker Compose를 사용하여 의존 서비스(MinIO, Elasticsearch, Redis 및 MySQL)를 시작합니다:
|
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|
247 |
|
248 |
## 🔨 소스 코드로 서비스를 시작합니다.
|
249 |
|
250 |
+
1. uv를 설치하거나 이미 설치된 경우 이 단계를 건너뜁니다:
|
251 |
```bash
|
252 |
+
pipx install uv
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|
253 |
```
|
254 |
|
255 |
2. 소스 코드를 클론하고 Python 의존성을 설치합니다:
|
256 |
```bash
|
257 |
git clone https://github.com/infiniflow/ragflow.git
|
258 |
cd ragflow/
|
259 |
+
uv sync --python 3.10 --all-extras # install RAGFlow dependent python modules
|
260 |
```
|
261 |
|
262 |
3. Docker Compose를 사용하여 의존 서비스(MinIO, Elasticsearch, Redis 및 MySQL)를 시작합니다:
|
README_zh.md
CHANGED
@@ -258,19 +258,17 @@ docker build --build-arg NEED_MIRROR=1 -f Dockerfile -t infiniflow/ragflow:night
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|
259 |
## 🔨 以源代码启动服务
|
260 |
|
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-
1. 安装
|
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```bash
|
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-
pipx install
|
264 |
-
|
265 |
-
export POETRY_VIRTUALENVS_CREATE=true POETRY_VIRTUALENVS_IN_PROJECT=true
|
266 |
-
export POETRY_PYPI_MIRROR_URL=https://pypi.tuna.tsinghua.edu.cn/simple/
|
267 |
```
|
268 |
|
269 |
2. 下载源代码并安装 Python 依赖:
|
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```bash
|
271 |
git clone https://github.com/infiniflow/ragflow.git
|
272 |
cd ragflow/
|
273 |
-
|
274 |
```
|
275 |
|
276 |
3. 通过 Docker Compose 启动依赖的服务(MinIO, Elasticsearch, Redis, and MySQL):
|
|
|
258 |
|
259 |
## 🔨 以源代码启动服务
|
260 |
|
261 |
+
1. 安装 uv。如已经安装,可跳过本步骤:
|
262 |
```bash
|
263 |
+
pipx install uv
|
264 |
+
export UV_INDEX=https://pypi.tuna.tsinghua.edu.cn/simple
|
|
|
|
|
265 |
```
|
266 |
|
267 |
2. 下载源代码并安装 Python 依赖:
|
268 |
```bash
|
269 |
git clone https://github.com/infiniflow/ragflow.git
|
270 |
cd ragflow/
|
271 |
+
uv sync --python 3.10 --all-extras # install RAGFlow dependent python modules
|
272 |
```
|
273 |
|
274 |
3. 通过 Docker Compose 启动依赖的服务(MinIO, Elasticsearch, Redis, and MySQL):
|
docs/guides/develop/launch_ragflow_from_source.md
CHANGED
@@ -35,26 +35,20 @@ cd ragflow/
|
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|
36 |
### Install Python dependencies
|
37 |
|
38 |
-
1. Install
|
39 |
|
40 |
```bash
|
41 |
-
pipx install
|
42 |
```
|
43 |
|
44 |
-
2.
|
45 |
-
|
46 |
-
```bash
|
47 |
-
export POETRY_VIRTUALENVS_CREATE=true POETRY_VIRTUALENVS_IN_PROJECT=true
|
48 |
-
```
|
49 |
-
|
50 |
-
3. Install Python dependencies:
|
51 |
- slim:
|
52 |
```bash
|
53 |
-
|
54 |
```
|
55 |
- full:
|
56 |
```bash
|
57 |
-
|
58 |
```
|
59 |
*A virtual environment named `.venv` is created, and all Python dependencies are installed into the new environment.*
|
60 |
|
|
|
35 |
|
36 |
### Install Python dependencies
|
37 |
|
38 |
+
1. Install uv:
|
39 |
|
40 |
```bash
|
41 |
+
pipx install uv
|
42 |
```
|
43 |
|
44 |
+
2. Install Python dependencies:
|
|
|
|
|
|
|
|
|
|
|
|
|
45 |
- slim:
|
46 |
```bash
|
47 |
+
uv sync --python 3.10 # install RAGFlow dependent python modules
|
48 |
```
|
49 |
- full:
|
50 |
```bash
|
51 |
+
uv sync --python 3.10 --all-extras # install RAGFlow dependent python modules
|
52 |
```
|
53 |
*A virtual environment named `.venv` is created, and all Python dependencies are installed into the new environment.*
|
54 |
|
poetry.lock
DELETED
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See raw diff
|
|
poetry.toml
DELETED
@@ -1,4 +0,0 @@
|
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1 |
-
[virtualenvs]
|
2 |
-
in-project = true
|
3 |
-
create = true
|
4 |
-
prefer-active-python = true
|
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pyproject.toml
CHANGED
@@ -1,140 +1,134 @@
|
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1 |
-
[
|
2 |
name = "ragflow"
|
3 |
version = "0.15.1"
|
4 |
description = "[RAGFlow](https://ragflow.io/) is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. It offers a streamlined RAG workflow for businesses of any scale, combining LLM (Large Language Models) to provide truthful question-answering capabilities, backed by well-founded citations from various complex formatted data."
|
5 |
-
authors = [
|
6 |
-
|
|
|
|
|
7 |
readme = "README.md"
|
8 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
9 |
|
10 |
-
[
|
11 |
-
|
12 |
-
|
13 |
-
|
14 |
-
|
15 |
-
|
16 |
-
|
17 |
-
|
18 |
-
arxiv = "2.1.3"
|
19 |
-
aspose-slides = { version = "^24.9.0", markers = "platform_machine == 'x86_64' or (sys_platform == 'darwin' and platform_machine == 'arm64') " }
|
20 |
-
beartype = "^0.18.5"
|
21 |
-
bio = "1.7.1"
|
22 |
-
blinker = "1.7.0"
|
23 |
-
boto3 = "1.34.140"
|
24 |
-
botocore = "1.34.140"
|
25 |
-
cachetools = "5.3.3"
|
26 |
-
chardet = "5.2.0"
|
27 |
-
cn2an = "0.5.22"
|
28 |
-
cohere = "5.6.2"
|
29 |
-
Crawl4AI = "0.3.8"
|
30 |
-
dashscope = "1.20.11"
|
31 |
-
deepl = "1.18.0"
|
32 |
-
demjson3 = "3.0.6"
|
33 |
-
discord-py = "2.3.2"
|
34 |
-
duckduckgo-search = "~7.2.0"
|
35 |
-
editdistance = "0.8.1"
|
36 |
-
elastic-transport = "8.12.0"
|
37 |
-
elasticsearch = "8.12.1"
|
38 |
-
elasticsearch-dsl = "8.12.0"
|
39 |
-
fasttext = "0.9.3"
|
40 |
-
filelock = "3.15.4"
|
41 |
-
flask = "3.0.3"
|
42 |
-
flask-cors = "5.0.0"
|
43 |
-
flask-login = "0.6.3"
|
44 |
-
flask-session = "0.8.0"
|
45 |
-
google-search-results = "2.4.2"
|
46 |
-
groq = "0.9.0"
|
47 |
-
hanziconv = "0.3.2"
|
48 |
-
html-text = "0.6.2"
|
49 |
-
httpx = "0.27.0"
|
50 |
-
huggingface-hub = "^0.25.0"
|
51 |
-
infinity-sdk = "0.6.0-dev1"
|
52 |
-
infinity-emb = "^0.0.66"
|
53 |
-
itsdangerous = "2.1.2"
|
54 |
-
markdown = "3.6"
|
55 |
-
markdown-to-json = "2.1.1"
|
56 |
-
minio = "7.2.4"
|
57 |
-
mistralai = "0.4.2"
|
58 |
-
nltk = "3.9.1"
|
59 |
-
numpy = "^1.26.0"
|
60 |
-
ollama = "0.2.1"
|
61 |
-
onnxruntime = "1.19.2"
|
62 |
-
openai = "1.45.0"
|
63 |
-
opencv-python = "4.10.0.84"
|
64 |
-
opencv-python-headless = "4.10.0.84"
|
65 |
-
openpyxl = "^3.1.0"
|
66 |
-
ormsgpack = "1.5.0"
|
67 |
-
pandas = "^2.2.0"
|
68 |
-
pdfplumber = "0.10.4"
|
69 |
-
peewee = "3.17.1"
|
70 |
-
pillow = "10.4.0"
|
71 |
-
protobuf = "5.27.2"
|
72 |
-
psycopg2-binary = "2.9.9"
|
73 |
-
pyclipper = "1.3.0.post5"
|
74 |
-
pycryptodomex = "3.20.0"
|
75 |
-
pypdf = "^5.0.0"
|
76 |
-
pytest = "^8.3.0"
|
77 |
-
python-dotenv = "1.0.1"
|
78 |
-
python-dateutil = "2.8.2"
|
79 |
-
python-pptx = "^1.0.2"
|
80 |
-
pywencai = "0.12.2"
|
81 |
-
qianfan = "0.4.6"
|
82 |
-
ranx = "0.3.20"
|
83 |
-
readability-lxml = "0.8.1"
|
84 |
-
valkey = "6.0.2"
|
85 |
-
requests = "2.32.2"
|
86 |
-
replicate = "0.31.0"
|
87 |
-
roman-numbers = "1.0.2"
|
88 |
-
ruamel-base = "1.0.0"
|
89 |
-
scholarly = "1.7.11"
|
90 |
-
scikit-learn = "1.5.0"
|
91 |
-
selenium = "4.22.0"
|
92 |
-
selenium-wire = "5.1.0"
|
93 |
-
setuptools = "^75.2.0"
|
94 |
-
shapely = "2.0.5"
|
95 |
-
six = "1.16.0"
|
96 |
-
strenum = "0.4.15"
|
97 |
-
tabulate = "0.9.0"
|
98 |
-
tencentcloud-sdk-python = "3.0.1215"
|
99 |
-
tika = "2.6.0"
|
100 |
-
tiktoken = "0.7.0"
|
101 |
-
umap_learn = "0.5.6"
|
102 |
-
vertexai = "1.64.0"
|
103 |
-
volcengine = "1.0.146"
|
104 |
-
voyageai = "0.2.3"
|
105 |
-
webdriver-manager = "4.0.1"
|
106 |
-
werkzeug = "3.0.6"
|
107 |
-
wikipedia = "1.4.0"
|
108 |
-
word2number = "1.1"
|
109 |
-
xgboost = "1.5.0"
|
110 |
-
xpinyin = "0.7.6"
|
111 |
-
yfinance = "0.1.96"
|
112 |
-
zhipuai = "2.0.1"
|
113 |
-
ruamel-yaml = "^0.18.6"
|
114 |
-
google-generativeai = "^0.8.1"
|
115 |
-
python-docx = "^1.1.2"
|
116 |
-
pypdf2 = "^3.0.1"
|
117 |
-
graspologic = "^3.4.1"
|
118 |
-
pymysql = "^1.1.1"
|
119 |
-
mini-racer = "^0.12.4"
|
120 |
-
pyodbc = "^5.2.0"
|
121 |
-
pyicu = "^2.13.1"
|
122 |
-
flasgger = "^0.9.7.1"
|
123 |
-
#polars = { version = "^1.9.0", markers = "platform_machine == 'x86_64'" }
|
124 |
-
polars-lts-cpu = "^1.9.0"
|
125 |
-
xxhash = "^3.5.0"
|
126 |
-
|
127 |
-
|
128 |
-
[tool.poetry.group.full]
|
129 |
-
optional = true
|
130 |
-
|
131 |
-
[tool.poetry.group.full.dependencies]
|
132 |
-
bcembedding = "0.1.3"
|
133 |
-
fastembed = "^0.3.6"
|
134 |
-
flagembedding = "1.2.10"
|
135 |
-
torch = "2.3.0"
|
136 |
-
transformers = "4.38.1"
|
137 |
-
|
138 |
-
[build-system]
|
139 |
-
requires = ["poetry-core"]
|
140 |
-
build-backend = "poetry.core.masonry.api"
|
|
|
1 |
+
[project]
|
2 |
name = "ragflow"
|
3 |
version = "0.15.1"
|
4 |
description = "[RAGFlow](https://ragflow.io/) is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. It offers a streamlined RAG workflow for businesses of any scale, combining LLM (Large Language Models) to provide truthful question-answering capabilities, backed by well-founded citations from various complex formatted data."
|
5 |
+
authors = [
|
6 |
+
{ name = "Zhichang Yu", email = "yuzhichang@gmail.com" }
|
7 |
+
]
|
8 |
+
license = { file = "LICENSE" }
|
9 |
readme = "README.md"
|
10 |
+
requires-python = ">=3.10,<3.13"
|
11 |
+
dependencies = [
|
12 |
+
"datrie==0.8.2",
|
13 |
+
"akshare>=1.14.81,<2.0.0",
|
14 |
+
"azure-storage-blob==12.22.0",
|
15 |
+
"azure-identity==1.17.1",
|
16 |
+
"azure-storage-file-datalake==12.16.0",
|
17 |
+
"anthropic==0.34.1",
|
18 |
+
"arxiv==2.1.3",
|
19 |
+
"aspose-slides>=24.9.0,<25.0.0; platform_machine == 'x86_64' or (sys_platform == 'darwin' and platform_machine == 'arm64')",
|
20 |
+
"beartype>=0.18.5,<0.19.0",
|
21 |
+
"bio==1.7.1",
|
22 |
+
"blinker==1.7.0",
|
23 |
+
"boto3==1.34.140",
|
24 |
+
"botocore==1.34.140",
|
25 |
+
"cachetools==5.3.3",
|
26 |
+
"chardet==5.2.0",
|
27 |
+
"cn2an==0.5.22",
|
28 |
+
"cohere==5.6.2",
|
29 |
+
"Crawl4AI==0.3.8",
|
30 |
+
"dashscope==1.20.11",
|
31 |
+
"deepl==1.18.0",
|
32 |
+
"demjson3==3.0.6",
|
33 |
+
"discord-py==2.3.2",
|
34 |
+
"duckduckgo-search>=7.2.0,<8.0.0",
|
35 |
+
"editdistance==0.8.1",
|
36 |
+
"elastic-transport==8.12.0",
|
37 |
+
"elasticsearch==8.12.1",
|
38 |
+
"elasticsearch-dsl==8.12.0",
|
39 |
+
"fasttext==0.9.3",
|
40 |
+
"filelock==3.15.4",
|
41 |
+
"flask==3.0.3",
|
42 |
+
"flask-cors==5.0.0",
|
43 |
+
"flask-login==0.6.3",
|
44 |
+
"flask-session==0.8.0",
|
45 |
+
"google-search-results==2.4.2",
|
46 |
+
"groq==0.9.0",
|
47 |
+
"hanziconv==0.3.2",
|
48 |
+
"html-text==0.6.2",
|
49 |
+
"httpx==0.27.0",
|
50 |
+
"huggingface-hub>=0.25.0,<0.26.0",
|
51 |
+
"infinity-sdk==0.6.0-dev1",
|
52 |
+
"infinity-emb>=0.0.66,<0.0.67",
|
53 |
+
"itsdangerous==2.1.2",
|
54 |
+
"markdown==3.6",
|
55 |
+
"markdown-to-json==2.1.1",
|
56 |
+
"minio==7.2.4",
|
57 |
+
"mistralai==0.4.2",
|
58 |
+
"nltk==3.9.1",
|
59 |
+
"numpy>=1.26.0,<2.0.0",
|
60 |
+
"ollama==0.2.1",
|
61 |
+
"onnxruntime==1.19.2",
|
62 |
+
"openai==1.45.0",
|
63 |
+
"opencv-python==4.10.0.84",
|
64 |
+
"opencv-python-headless==4.10.0.84",
|
65 |
+
"openpyxl>=3.1.0,<4.0.0",
|
66 |
+
"ormsgpack==1.5.0",
|
67 |
+
"pandas>=2.2.0,<3.0.0",
|
68 |
+
"pdfplumber==0.10.4",
|
69 |
+
"peewee==3.17.1",
|
70 |
+
"pillow==10.4.0",
|
71 |
+
"protobuf==5.27.2",
|
72 |
+
"psycopg2-binary==2.9.9",
|
73 |
+
"pyclipper==1.3.0.post5",
|
74 |
+
"pycryptodomex==3.20.0",
|
75 |
+
"pypdf>=5.0.0,<6.0.0",
|
76 |
+
"pytest>=8.3.0,<9.0.0",
|
77 |
+
"python-dotenv==1.0.1",
|
78 |
+
"python-dateutil==2.8.2",
|
79 |
+
"python-pptx>=1.0.2,<2.0.0",
|
80 |
+
"pywencai==0.12.2",
|
81 |
+
"qianfan==0.4.6",
|
82 |
+
"ranx==0.3.20",
|
83 |
+
"readability-lxml==0.8.1",
|
84 |
+
"valkey==6.0.2",
|
85 |
+
"requests==2.32.2",
|
86 |
+
"replicate==0.31.0",
|
87 |
+
"roman-numbers==1.0.2",
|
88 |
+
"ruamel-base==1.0.0",
|
89 |
+
"scholarly==1.7.11",
|
90 |
+
"scikit-learn==1.5.0",
|
91 |
+
"selenium==4.22.0",
|
92 |
+
"selenium-wire==5.1.0",
|
93 |
+
"setuptools>=75.2.0,<76.0.0",
|
94 |
+
"shapely==2.0.5",
|
95 |
+
"six==1.16.0",
|
96 |
+
"strenum==0.4.15",
|
97 |
+
"tabulate==0.9.0",
|
98 |
+
"tencentcloud-sdk-python==3.0.1215",
|
99 |
+
"tika==2.6.0",
|
100 |
+
"tiktoken==0.7.0",
|
101 |
+
"umap_learn==0.5.6",
|
102 |
+
"vertexai==1.64.0",
|
103 |
+
"volcengine==1.0.146",
|
104 |
+
"voyageai==0.2.3",
|
105 |
+
"webdriver-manager==4.0.1",
|
106 |
+
"werkzeug==3.0.6",
|
107 |
+
"wikipedia==1.4.0",
|
108 |
+
"word2number==1.1",
|
109 |
+
"xgboost==1.5.0",
|
110 |
+
"xpinyin==0.7.6",
|
111 |
+
"yfinance==0.1.96",
|
112 |
+
"zhipuai==2.0.1",
|
113 |
+
"ruamel-yaml>=0.18.6,<0.19.0",
|
114 |
+
"google-generativeai>=0.8.1,<0.9.0",
|
115 |
+
"python-docx>=1.1.2,<2.0.0",
|
116 |
+
"pypdf2>=3.0.1,<4.0.0",
|
117 |
+
"graspologic>=3.4.1,<4.0.0",
|
118 |
+
"pymysql>=1.1.1,<2.0.0",
|
119 |
+
"mini-racer>=0.12.4,<0.13.0",
|
120 |
+
"pyodbc>=5.2.0,<6.0.0",
|
121 |
+
"pyicu>=2.13.1,<3.0.0",
|
122 |
+
"flasgger>=0.9.7.1,<0.10.0",
|
123 |
+
"polars-lts-cpu>=1.9.0,<2.0.0",
|
124 |
+
"xxhash>=3.5.0,<4.0.0"
|
125 |
+
]
|
126 |
|
127 |
+
[project.optional-dependencies]
|
128 |
+
full = [
|
129 |
+
"bcembedding==0.1.3",
|
130 |
+
"fastembed>=0.3.6,<0.4.0",
|
131 |
+
"flagembedding==1.2.10",
|
132 |
+
"torch==2.3.0",
|
133 |
+
"transformers==4.38.1"
|
134 |
+
]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
sdk/python/README.md
CHANGED
@@ -3,7 +3,9 @@
|
|
3 |
# build and publish python SDK to pypi.org
|
4 |
|
5 |
```shell
|
6 |
-
|
7 |
-
|
8 |
-
|
|
|
|
|
9 |
```
|
|
|
3 |
# build and publish python SDK to pypi.org
|
4 |
|
5 |
```shell
|
6 |
+
uv build
|
7 |
+
uv pip install twine
|
8 |
+
export TWINE_USERNAME="__token__"
|
9 |
+
export TWINE_PASSWORD=$YOUR_PYPI_API_TOKEN
|
10 |
+
twine upload dist/*.whl
|
11 |
```
|
sdk/python/poetry.lock
DELETED
@@ -1,342 +0,0 @@
|
|
1 |
-
# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
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{file = "tomli-2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:db2b95f9de79181805df90bedc5a5ab4c165e6ec3fe99f970d0e302f384ad222"},
|
301 |
-
{file = "tomli-2.2.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:40741994320b232529c802f8bc86da4e1aa9f413db394617b9a256ae0f9a7f77"},
|
302 |
-
{file = "tomli-2.2.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:400e720fe168c0f8521520190686ef8ef033fb19fc493da09779e592861b78c6"},
|
303 |
-
{file = "tomli-2.2.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:02abe224de6ae62c19f090f68da4e27b10af2b93213d36cf44e6e1c5abd19fdd"},
|
304 |
-
{file = "tomli-2.2.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:b82ebccc8c8a36f2094e969560a1b836758481f3dc360ce9a3277c65f374285e"},
|
305 |
-
{file = "tomli-2.2.1-cp312-cp312-win32.whl", hash = "sha256:889f80ef92701b9dbb224e49ec87c645ce5df3fa2cc548664eb8a25e03127a98"},
|
306 |
-
{file = "tomli-2.2.1-cp312-cp312-win_amd64.whl", hash = "sha256:7fc04e92e1d624a4a63c76474610238576942d6b8950a2d7f908a340494e67e4"},
|
307 |
-
{file = "tomli-2.2.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:f4039b9cbc3048b2416cc57ab3bda989a6fcf9b36cf8937f01a6e731b64f80d7"},
|
308 |
-
{file = "tomli-2.2.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:286f0ca2ffeeb5b9bd4fcc8d6c330534323ec51b2f52da063b11c502da16f30c"},
|
309 |
-
{file = "tomli-2.2.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a92ef1a44547e894e2a17d24e7557a5e85a9e1d0048b0b5e7541f76c5032cb13"},
|
310 |
-
{file = "tomli-2.2.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9316dc65bed1684c9a98ee68759ceaed29d229e985297003e494aa825ebb0281"},
|
311 |
-
{file = "tomli-2.2.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e85e99945e688e32d5a35c1ff38ed0b3f41f43fad8df0bdf79f72b2ba7bc5272"},
|
312 |
-
{file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ac065718db92ca818f8d6141b5f66369833d4a80a9d74435a268c52bdfa73140"},
|
313 |
-
{file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:d920f33822747519673ee656a4b6ac33e382eca9d331c87770faa3eef562aeb2"},
|
314 |
-
{file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a198f10c4d1b1375d7687bc25294306e551bf1abfa4eace6650070a5c1ae2744"},
|
315 |
-
{file = "tomli-2.2.1-cp313-cp313-win32.whl", hash = "sha256:d3f5614314d758649ab2ab3a62d4f2004c825922f9e370b29416484086b264ec"},
|
316 |
-
{file = "tomli-2.2.1-cp313-cp313-win_amd64.whl", hash = "sha256:a38aa0308e754b0e3c67e344754dff64999ff9b513e691d0e786265c93583c69"},
|
317 |
-
{file = "tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc"},
|
318 |
-
{file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"},
|
319 |
-
]
|
320 |
-
|
321 |
-
[[package]]
|
322 |
-
name = "urllib3"
|
323 |
-
version = "2.2.3"
|
324 |
-
description = "HTTP library with thread-safe connection pooling, file post, and more."
|
325 |
-
optional = false
|
326 |
-
python-versions = ">=3.8"
|
327 |
-
groups = ["main"]
|
328 |
-
files = [
|
329 |
-
{file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"},
|
330 |
-
{file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"},
|
331 |
-
]
|
332 |
-
|
333 |
-
[package.extras]
|
334 |
-
brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
|
335 |
-
h2 = ["h2 (>=4,<5)"]
|
336 |
-
socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
|
337 |
-
zstd = ["zstandard (>=0.18.0)"]
|
338 |
-
|
339 |
-
[metadata]
|
340 |
-
lock-version = "2.1"
|
341 |
-
python-versions = ">=3.10,<3.13"
|
342 |
-
content-hash = "dbae1304e0358315b27e6165c39e999cb84e0650c0fd71ed32ab2ead6162b5c0"
|
|
|
|
|
|
|
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|
|
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|
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|
|
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|
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|
|
|
|
|
|
|
|
|
sdk/python/pyproject.toml
CHANGED
@@ -1,19 +1,20 @@
|
|
1 |
-
[
|
2 |
name = "ragflow-sdk"
|
3 |
version = "0.15.1"
|
4 |
description = "Python client sdk of [RAGFlow](https://github.com/infiniflow/ragflow). RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding."
|
5 |
-
authors = [
|
6 |
-
|
|
|
|
|
7 |
readme = "README.md"
|
8 |
-
|
|
|
|
|
|
|
|
|
|
|
9 |
|
10 |
-
[
|
11 |
-
|
12 |
-
|
13 |
-
|
14 |
-
pytest = "^8.0.0"
|
15 |
-
|
16 |
-
|
17 |
-
[build-system]
|
18 |
-
requires = ["poetry-core"]
|
19 |
-
build-backend = "poetry.core.masonry.api"
|
|
|
1 |
+
[project]
|
2 |
name = "ragflow-sdk"
|
3 |
version = "0.15.1"
|
4 |
description = "Python client sdk of [RAGFlow](https://github.com/infiniflow/ragflow). RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding."
|
5 |
+
authors = [
|
6 |
+
{ name = "Zhichang Yu", email = "yuzhichang@gmail.com" }
|
7 |
+
]
|
8 |
+
license = { text = "Apache License, Version 2.0" }
|
9 |
readme = "README.md"
|
10 |
+
requires-python = ">=3.10,<3.13"
|
11 |
+
dependencies = [
|
12 |
+
"requests>=2.30.0,<3.0.0",
|
13 |
+
"beartype>=0.18.5,<0.19.0",
|
14 |
+
"pytest>=8.0.0,<9.0.0"
|
15 |
+
]
|
16 |
|
17 |
+
[project.optional-dependencies]
|
18 |
+
test = [
|
19 |
+
"pytest>=8.0.0,<9.0.0"
|
20 |
+
]
|
|
|
|
|
|
|
|
|
|
|
|
sdk/python/uv.lock
ADDED
@@ -0,0 +1,215 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
version = 1
|
2 |
+
requires-python = ">=3.10, <3.13"
|
3 |
+
|
4 |
+
[[package]]
|
5 |
+
name = "beartype"
|
6 |
+
version = "0.18.5"
|
7 |
+
source = { registry = "https://mirrors.pku.edu.cn/pypi/web/simple" }
|
8 |
+
sdist = { url = "https://mirrors.pku.edu.cn/pypi/web/packages/96/15/4e623478a9628ad4cee2391f19aba0b16c1dd6fedcb2a399f0928097b597/beartype-0.18.5.tar.gz", hash = "sha256:264ddc2f1da9ec94ff639141fbe33d22e12a9f75aa863b83b7046ffff1381927" }
|
9 |
+
wheels = [
|
10 |
+
{ url = "https://mirrors.pku.edu.cn/pypi/web/packages/64/43/7a1259741bd989723272ac7d381a43be932422abcff09a1d9f7ba212cb74/beartype-0.18.5-py3-none-any.whl", hash = "sha256:5301a14f2a9a5540fe47ec6d34d758e9cd8331d36c4760fc7a5499ab86310089" },
|
11 |
+
]
|
12 |
+
|
13 |
+
[[package]]
|
14 |
+
name = "certifi"
|
15 |
+
version = "2024.12.14"
|
16 |
+
source = { registry = "https://mirrors.pku.edu.cn/pypi/web/simple" }
|
17 |
+
sdist = { url = "https://mirrors.pku.edu.cn/pypi/web/packages/0f/bd/1d41ee578ce09523c81a15426705dd20969f5abf006d1afe8aeff0dd776a/certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db" }
|
18 |
+
wheels = [
|
19 |
+
{ url = "https://mirrors.pku.edu.cn/pypi/web/packages/a5/32/8f6669fc4798494966bf446c8c4a162e0b5d893dff088afddf76414f70e1/certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56" },
|
20 |
+
]
|
21 |
+
|
22 |
+
[[package]]
|
23 |
+
name = "charset-normalizer"
|
24 |
+
version = "3.4.1"
|
25 |
+
source = { registry = "https://mirrors.pku.edu.cn/pypi/web/simple" }
|
26 |
+
sdist = { url = "https://mirrors.pku.edu.cn/pypi/web/packages/16/b0/572805e227f01586461c80e0fd25d65a2115599cc9dad142fee4b747c357/charset_normalizer-3.4.1.tar.gz", hash = "sha256:44251f18cd68a75b56585dd00dae26183e102cd5e0f9f1466e6df5da2ed64ea3" }
|
27 |
+
wheels = [
|
28 |
+
{ url = "https://mirrors.pku.edu.cn/pypi/web/packages/0d/58/5580c1716040bc89206c77d8f74418caf82ce519aae06450393ca73475d1/charset_normalizer-3.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de" },
|
29 |
+
{ url = "https://mirrors.pku.edu.cn/pypi/web/packages/d0/11/00341177ae71c6f5159a08168bcb98c6e6d196d372c94511f9f6c9afe0c6/charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176" },
|
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