diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index fe6414fd6..89fef80d2 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -113,7 +113,7 @@ jobs:
         if: startsWith(github.ref, 'refs/tags/v')
         run: |
           cd sdk/python && \
-          poetry build
+          uv build
 
       - name: Publish package distributions to PyPI
         if: startsWith(github.ref, 'refs/tags/v')
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index d3c37bdcc..15e37109d 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -89,7 +89,7 @@ jobs:
             echo "Waiting for service to be available..."
             sleep 5
           done
-          cd sdk/python && poetry 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
+          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
 
       - name: Run frontend api tests against Elasticsearch
         run: |
@@ -99,7 +99,7 @@ jobs:
             echo "Waiting for service to be available..."
             sleep 5
           done
-          cd sdk/python && poetry install && source .venv/bin/activate && cd test/test_frontend_api && pytest -s --tb=short get_email.py test_dataset.py 
+          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 
           
 
       - name: Stop ragflow:nightly
@@ -119,7 +119,7 @@ jobs:
             echo "Waiting for service to be available..."
             sleep 5
           done
-          cd sdk/python && poetry 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
+          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
 
       - name: Run frontend api tests against Infinity
         run: |
@@ -129,7 +129,7 @@ jobs:
             echo "Waiting for service to be available..."
             sleep 5
           done
-          cd sdk/python && poetry install && source .venv/bin/activate && cd test/test_frontend_api && pytest -s --tb=short get_email.py test_dataset.py
+          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
 
       - name: Stop ragflow:nightly
         if: always()  # always run this step even if previous steps failed
diff --git a/Dockerfile b/Dockerfile
index 3db993133..09dda228e 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -64,19 +64,15 @@ RUN --mount=type=cache,id=ragflow_apt,target=/var/cache/apt,sharing=locked \
 RUN if [ "$NEED_MIRROR" == "1" ]; then \
         pip3 config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple && \
         pip3 config set global.trusted-host pypi.tuna.tsinghua.edu.cn; \
+        mkdir -p /etc/uv && \
+        echo "[[index]]" > /etc/uv/uv.toml && \
+        echo 'url = "https://pypi.tuna.tsinghua.edu.cn/simple"' >> /etc/uv/uv.toml && \
+        echo "default = true" >> /etc/uv/uv.toml; \
     fi; \
-    pipx install poetry; \
-    if [ "$NEED_MIRROR" == "1" ]; then \
-        pipx inject poetry poetry-plugin-pypi-mirror; \
-    fi
+    pipx install uv
 
 ENV PYTHONDONTWRITEBYTECODE=1 DOTNET_SYSTEM_GLOBALIZATION_INVARIANT=1
 ENV PATH=/root/.local/bin:$PATH
-# Configure Poetry
-ENV POETRY_NO_INTERACTION=1
-ENV POETRY_VIRTUALENVS_IN_PROJECT=true
-ENV POETRY_VIRTUALENVS_CREATE=true
-ENV POETRY_REQUESTS_TIMEOUT=15
 
 # nodejs 12.22 on Ubuntu 22.04 is too old
 RUN --mount=type=cache,id=ragflow_apt,target=/var/cache/apt,sharing=locked \
@@ -85,7 +81,7 @@ RUN --mount=type=cache,id=ragflow_apt,target=/var/cache/apt,sharing=locked \
     apt autoremove && \
     apt update && \
     apt install -y nodejs cargo 
-    
+
 
 # Add msssql ODBC driver
 # macOS ARM64 environment, install msodbcsql18.
@@ -131,17 +127,14 @@ USER root
 
 WORKDIR /ragflow
 
-# install dependencies from poetry.lock file
-COPY pyproject.toml poetry.toml poetry.lock ./
+# install dependencies from uv.lock file
+COPY pyproject.toml uv.lock ./
 
-RUN --mount=type=cache,id=ragflow_poetry,target=/root/.cache/pypoetry,sharing=locked \
-    if [ "$NEED_MIRROR" == "1" ]; then \
-        export POETRY_PYPI_MIRROR_URL=https://pypi.tuna.tsinghua.edu.cn/simple/; \
-    fi; \
+RUN --mount=type=cache,id=ragflow_uv,target=/root/.cache/uv,sharing=locked \
     if [ "$LIGHTEN" == "1" ]; then \
-        poetry install --no-root; \
+        uv sync --python 3.10 --frozen; \
     else \
-        poetry install --no-root --with=full; \
+        uv sync --python 3.10 --frozen --all-extras; \
     fi
 
 COPY web web
@@ -180,7 +173,7 @@ COPY deepdoc deepdoc
 COPY rag rag
 COPY agent agent
 COPY graphrag graphrag
-COPY pyproject.toml poetry.toml poetry.lock ./
+COPY pyproject.toml uv.lock ./
 
 COPY docker/service_conf.yaml.template ./conf/service_conf.yaml.template
 COPY docker/entrypoint.sh ./entrypoint.sh
diff --git a/README.md b/README.md
index 0c3bce52f..afb48edc3 100644
--- a/README.md
+++ b/README.md
@@ -280,17 +280,16 @@ docker build -f Dockerfile -t infiniflow/ragflow:nightly .
 
 ## 🔨 Launch service from source for development
 
-1. Install Poetry, or skip this step if it is already installed:
+1. Install uv, or skip this step if it is already installed:
    ```bash
-   pipx install poetry
-   export POETRY_VIRTUALENVS_CREATE=true POETRY_VIRTUALENVS_IN_PROJECT=true
+   pipx install uv
    ```
 
 2. Clone the source code and install Python dependencies:
    ```bash
    git clone https://github.com/infiniflow/ragflow.git
    cd ragflow/
-   ~/.local/bin/poetry install --sync --no-root --with=full # install RAGFlow dependent python modules
+   uv sync --python 3.10 --all-extras # install RAGFlow dependent python modules
    ```
 
 3. Launch the dependent services (MinIO, Elasticsearch, Redis, and MySQL) using Docker Compose:
diff --git a/README_id.md b/README_id.md
index 4e83226b8..547b51e41 100644
--- a/README_id.md
+++ b/README_id.md
@@ -249,17 +249,16 @@ docker build -f Dockerfile -t infiniflow/ragflow:nightly .
 
 ## 🔨 Menjalankan Aplikasi dari untuk Pengembangan
 
-1. Instal Poetry, atau lewati langkah ini jika sudah terinstal:
+1. Instal uv, atau lewati langkah ini jika sudah terinstal:
    ```bash
-   pipx install poetry
-   export POETRY_VIRTUALENVS_CREATE=true POETRY_VIRTUALENVS_IN_PROJECT=true
+   pipx install uv
    ```
 
 2. Clone kode sumber dan instal dependensi Python:
    ```bash
    git clone https://github.com/infiniflow/ragflow.git
    cd ragflow/
-   ~/.local/bin/poetry install --sync --no-root # install modul python RAGFlow
+   uv sync --python 3.10 --all-extras # install RAGFlow dependent python modules
    ```
 
 3. Jalankan aplikasi yang diperlukan (MinIO, Elasticsearch, Redis, dan MySQL) menggunakan Docker Compose:
diff --git a/README_ja.md b/README_ja.md
index 5247b4b8f..5292968b4 100644
--- a/README_ja.md
+++ b/README_ja.md
@@ -245,17 +245,16 @@ docker build -f Dockerfile -t infiniflow/ragflow:nightly .
 
 ## 🔨 ソースコードからサービスを起動する方法
 
-1. Poetry 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:
+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:
    ```bash
-   pipx install poetry
-   export POETRY_VIRTUALENVS_CREATE=true POETRY_VIRTUALENVS_IN_PROJECT=true
+   pipx install uv
    ```
 
 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:
    ```bash
    git clone https://github.com/infiniflow/ragflow.git
    cd ragflow/
-   ~/.local/bin/poetry install --sync --no-root # install RAGFlow dependent python modules
+   uv sync --python 3.10 --all-extras # install RAGFlow dependent python modules
    ```
 
 3. Docker Compose を使用して依存サービス（MinIO、Elasticsearch、Redis、MySQL）を起動する:
diff --git a/README_ko.md b/README_ko.md
index 1060cfba9..faad27bc3 100644
--- a/README_ko.md
+++ b/README_ko.md
@@ -247,17 +247,16 @@ docker build -f Dockerfile -t infiniflow/ragflow:nightly .
 
 ## 🔨 소스 코드로 서비스를 시작합니다.
 
-1. Poetry를 설치하거나 이미 설치된 경우 이 단계를 건너뜁니다:
+1. uv를 설치하거나 이미 설치된 경우 이 단계를 건너뜁니다:
    ```bash
-   pipx install poetry
-   export POETRY_VIRTUALENVS_CREATE=true POETRY_VIRTUALENVS_IN_PROJECT=true
+   pipx install uv
    ```
 
 2. 소스 코드를 클론하고 Python 의존성을 설치합니다:
    ```bash
    git clone https://github.com/infiniflow/ragflow.git
    cd ragflow/
-   ~/.local/bin/poetry install --sync --no-root # install RAGFlow dependent python modules
+   uv sync --python 3.10 --all-extras # install RAGFlow dependent python modules
    ```
 
 3. Docker Compose를 사용하여 의존 서비스(MinIO, Elasticsearch, Redis 및 MySQL)를 시작합니다:
diff --git a/README_zh.md b/README_zh.md
index fbcf278be..88e7aa351 100644
--- a/README_zh.md
+++ b/README_zh.md
@@ -258,19 +258,17 @@ docker build --build-arg NEED_MIRROR=1 -f Dockerfile -t infiniflow/ragflow:night
 
 ## 🔨 以源代码启动服务
 
-1. 安装 Poetry。如已经安装，可跳过本步骤：  
+1. 安装 uv。如已经安装，可跳过本步骤：  
    ```bash
-   pipx install poetry
-   pipx inject poetry poetry-plugin-pypi-mirror
-   export POETRY_VIRTUALENVS_CREATE=true POETRY_VIRTUALENVS_IN_PROJECT=true
-   export POETRY_PYPI_MIRROR_URL=https://pypi.tuna.tsinghua.edu.cn/simple/
+   pipx install uv
+   export UV_INDEX=https://pypi.tuna.tsinghua.edu.cn/simple
    ```
 
 2. 下载源代码并安装 Python 依赖：  
    ```bash
    git clone https://github.com/infiniflow/ragflow.git
    cd ragflow/
-   ~/.local/bin/poetry install --sync --no-root # install RAGFlow dependent python modules
+   uv sync --python 3.10 --all-extras # install RAGFlow dependent python modules
    ```
 
 3. 通过 Docker Compose 启动依赖的服务（MinIO, Elasticsearch, Redis, and MySQL）：  
diff --git a/docs/guides/develop/launch_ragflow_from_source.md b/docs/guides/develop/launch_ragflow_from_source.md
index 8f7db9e77..b2d6c98a1 100644
--- a/docs/guides/develop/launch_ragflow_from_source.md
+++ b/docs/guides/develop/launch_ragflow_from_source.md
@@ -35,26 +35,20 @@ cd ragflow/
 
 ### Install Python dependencies
 
-1. Install Poetry:
+1. Install uv:
    
    ```bash
-   pipx install poetry
+   pipx install uv
    ```
 
-2. Configure Poetry:
-
-   ```bash
-   export POETRY_VIRTUALENVS_CREATE=true POETRY_VIRTUALENVS_IN_PROJECT=true
-   ```
-
-3. Install Python dependencies:
+2. Install Python dependencies:
    - slim:
    ```bash
-   ~/.local/bin/poetry install --sync --no-root
+   uv sync --python 3.10 # install RAGFlow dependent python modules
    ```
    - full:
    ```bash
-   ~/.local/bin/poetry install --sync --no-root --with full
+   uv sync --python 3.10 --all-extras # install RAGFlow dependent python modules
    ```
    *A virtual environment named `.venv` is created, and all Python dependencies are installed into the new environment.*
 
diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index 407c1b4ee..000000000
--- a/poetry.lock
+++ /dev/null
@@ -1,10768 +0,0 @@
-# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
-
-[[package]]
-name = "accelerate"
-version = "1.2.1"
-description = "Accelerate"
-optional = false
-python-versions = ">=3.9.0"
-groups = ["full"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
-files = [
-    {file = "accelerate-1.2.1-py3-none-any.whl", hash = "sha256:be1cbb958cf837e7cdfbde46b812964b1b8ae94c9c7d94d921540beafcee8ddf"},
-    {file = "accelerate-1.2.1.tar.gz", hash = "sha256:03e161fc69d495daf2b9b5c8d5b43d06e2145520c04727b5bda56d49f1a43ab5"},
-]
-
-[package.dependencies]
-huggingface-hub = ">=0.21.0"
-numpy = ">=1.17,<3.0.0"
-packaging = ">=20.0"
-psutil = "*"
-pyyaml = "*"
-safetensors = ">=0.4.3"
-torch = ">=1.10.0"
-
-[package.extras]
-deepspeed = ["deepspeed"]
-dev = ["bitsandbytes", "black (>=23.1,<24.0)", "datasets", "diffusers", "evaluate", "hf-doc-builder (>=0.3.0)", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist", "rich", "ruff (>=0.6.4,<0.7.0)", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
-quality = ["black (>=23.1,<24.0)", "hf-doc-builder (>=0.3.0)", "ruff (>=0.6.4,<0.7.0)"]
-rich = ["rich"]
-sagemaker = ["sagemaker"]
-test-dev = ["bitsandbytes", "datasets", "diffusers", "evaluate", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
-test-prod = ["parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist"]
-test-trackers = ["comet-ml", "dvclive", "tensorboard", "wandb"]
-testing = ["bitsandbytes", "datasets", "diffusers", "evaluate", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
-
-[[package]]
-name = "aiohappyeyeballs"
-version = "2.4.4"
-description = "Happy Eyeballs for asyncio"
-optional = false
-python-versions = ">=3.8"
-groups = ["main", "full"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
-files = [
-    {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
-    {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
-]
-
-[[package]]
-name = "aiohttp"
-version = "3.11.11"
-description = "Async http client/server framework (asyncio)"
-optional = false
-python-versions = ">=3.9"
-groups = ["main", "full"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
-files = [
-    {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a60804bff28662cbcf340a4d61598891f12eea3a66af48ecfdc975ceec21e3c8"},
-    {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4b4fa1cb5f270fb3eab079536b764ad740bb749ce69a94d4ec30ceee1b5940d5"},
-    {file = "aiohttp-3.11.11-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:731468f555656767cda219ab42e033355fe48c85fbe3ba83a349631541715ba2"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cb23d8bb86282b342481cad4370ea0853a39e4a32a0042bb52ca6bdde132df43"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f047569d655f81cb70ea5be942ee5d4421b6219c3f05d131f64088c73bb0917f"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:dd7659baae9ccf94ae5fe8bfaa2c7bc2e94d24611528395ce88d009107e00c6d"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:af01e42ad87ae24932138f154105e88da13ce7d202a6de93fafdafb2883a00ef"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5854be2f3e5a729800bac57a8d76af464e160f19676ab6aea74bde18ad19d438"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:6526e5fb4e14f4bbf30411216780c9967c20c5a55f2f51d3abd6de68320cc2f3"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:85992ee30a31835fc482468637b3e5bd085fa8fe9392ba0bdcbdc1ef5e9e3c55"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:88a12ad8ccf325a8a5ed80e6d7c3bdc247d66175afedbe104ee2aaca72960d8e"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:0a6d3fbf2232e3a08c41eca81ae4f1dff3d8f1a30bae415ebe0af2d2458b8a33"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:84a585799c58b795573c7fa9b84c455adf3e1d72f19a2bf498b54a95ae0d194c"},
-    {file = "aiohttp-3.11.11-cp310-cp310-win32.whl", hash = "sha256:bfde76a8f430cf5c5584553adf9926534352251d379dcb266ad2b93c54a29745"},
-    {file = "aiohttp-3.11.11-cp310-cp310-win_amd64.whl", hash = "sha256:0fd82b8e9c383af11d2b26f27a478640b6b83d669440c0a71481f7c865a51da9"},
-    {file = "aiohttp-3.11.11-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:ba74ec819177af1ef7f59063c6d35a214a8fde6f987f7661f4f0eecc468a8f76"},
-    {file = "aiohttp-3.11.11-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:4af57160800b7a815f3fe0eba9b46bf28aafc195555f1824555fa2cfab6c1538"},
-    {file = "aiohttp-3.11.11-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ffa336210cf9cd8ed117011085817d00abe4c08f99968deef0013ea283547204"},
-    {file = "aiohttp-3.11.11-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:81b8fe282183e4a3c7a1b72f5ade1094ed1c6345a8f153506d114af5bf8accd9"},
-    {file = "aiohttp-3.11.11-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3af41686ccec6a0f2bdc66686dc0f403c41ac2089f80e2214a0f82d001052c03"},
-    {file = "aiohttp-3.11.11-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:70d1f9dde0e5dd9e292a6d4d00058737052b01f3532f69c0c65818dac26dc287"},
-    {file = "aiohttp-3.11.11-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:249cc6912405917344192b9f9ea5cd5b139d49e0d2f5c7f70bdfaf6b4dbf3a2e"},
-    {file = "aiohttp-3.11.11-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0eb98d90b6690827dcc84c246811feeb4e1eea683c0eac6caed7549be9c84665"},
-    {file = "aiohttp-3.11.11-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ec82bf1fda6cecce7f7b915f9196601a1bd1a3079796b76d16ae4cce6d0ef89b"},
-    {file = "aiohttp-3.11.11-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:9fd46ce0845cfe28f108888b3ab17abff84ff695e01e73657eec3f96d72eef34"},
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-
-[package.dependencies]
-cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\""}
-
-[package.extras]
-cffi = ["cffi (>=1.11)"]
-
-[metadata]
-lock-version = "2.1"
-python-versions = ">=3.10,<3.13"
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diff --git a/poetry.toml b/poetry.toml
deleted file mode 100644
index 9a48dd825..000000000
--- a/poetry.toml
+++ /dev/null
@@ -1,4 +0,0 @@
-[virtualenvs]
-in-project = true
-create = true
-prefer-active-python = true
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 7fa691107..b53cdddc2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,140 +1,134 @@
-[tool.poetry]
+[project]
 name = "ragflow"
 version = "0.15.1"
 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."
-authors = ["Your Name <you@example.com>"]
-license = "https://github.com/infiniflow/ragflow/blob/main/LICENSE"
+authors = [
+    { name = "Zhichang Yu", email = "yuzhichang@gmail.com" }
+]
+license = { file = "LICENSE" }
 readme = "README.md"
-package-mode = false
+requires-python = ">=3.10,<3.13"
+dependencies = [
+    "datrie==0.8.2",
+    "akshare>=1.14.81,<2.0.0",
+    "azure-storage-blob==12.22.0",
+    "azure-identity==1.17.1",
+    "azure-storage-file-datalake==12.16.0",
+    "anthropic==0.34.1",
+    "arxiv==2.1.3",
+    "aspose-slides>=24.9.0,<25.0.0; platform_machine == 'x86_64' or (sys_platform == 'darwin' and platform_machine == 'arm64')",
+    "beartype>=0.18.5,<0.19.0",
+    "bio==1.7.1",
+    "blinker==1.7.0",
+    "boto3==1.34.140",
+    "botocore==1.34.140",
+    "cachetools==5.3.3",
+    "chardet==5.2.0",
+    "cn2an==0.5.22",
+    "cohere==5.6.2",
+    "Crawl4AI==0.3.8",
+    "dashscope==1.20.11",
+    "deepl==1.18.0",
+    "demjson3==3.0.6",
+    "discord-py==2.3.2",
+    "duckduckgo-search>=7.2.0,<8.0.0",
+    "editdistance==0.8.1",
+    "elastic-transport==8.12.0",
+    "elasticsearch==8.12.1",
+    "elasticsearch-dsl==8.12.0",
+    "fasttext==0.9.3",
+    "filelock==3.15.4",
+    "flask==3.0.3",
+    "flask-cors==5.0.0",
+    "flask-login==0.6.3",
+    "flask-session==0.8.0",
+    "google-search-results==2.4.2",
+    "groq==0.9.0",
+    "hanziconv==0.3.2",
+    "html-text==0.6.2",
+    "httpx==0.27.0",
+    "huggingface-hub>=0.25.0,<0.26.0",
+    "infinity-sdk==0.6.0-dev1",
+    "infinity-emb>=0.0.66,<0.0.67",
+    "itsdangerous==2.1.2",
+    "markdown==3.6",
+    "markdown-to-json==2.1.1",
+    "minio==7.2.4",
+    "mistralai==0.4.2",
+    "nltk==3.9.1",
+    "numpy>=1.26.0,<2.0.0",
+    "ollama==0.2.1",
+    "onnxruntime==1.19.2",
+    "openai==1.45.0",
+    "opencv-python==4.10.0.84",
+    "opencv-python-headless==4.10.0.84",
+    "openpyxl>=3.1.0,<4.0.0",
+    "ormsgpack==1.5.0",
+    "pandas>=2.2.0,<3.0.0",
+    "pdfplumber==0.10.4",
+    "peewee==3.17.1",
+    "pillow==10.4.0",
+    "protobuf==5.27.2",
+    "psycopg2-binary==2.9.9",
+    "pyclipper==1.3.0.post5",
+    "pycryptodomex==3.20.0",
+    "pypdf>=5.0.0,<6.0.0",
+    "pytest>=8.3.0,<9.0.0",
+    "python-dotenv==1.0.1",
+    "python-dateutil==2.8.2",
+    "python-pptx>=1.0.2,<2.0.0",
+    "pywencai==0.12.2",
+    "qianfan==0.4.6",
+    "ranx==0.3.20",
+    "readability-lxml==0.8.1",
+    "valkey==6.0.2",
+    "requests==2.32.2",
+    "replicate==0.31.0",
+    "roman-numbers==1.0.2",
+    "ruamel-base==1.0.0",
+    "scholarly==1.7.11",
+    "scikit-learn==1.5.0",
+    "selenium==4.22.0",
+    "selenium-wire==5.1.0",
+    "setuptools>=75.2.0,<76.0.0",
+    "shapely==2.0.5",
+    "six==1.16.0",
+    "strenum==0.4.15",
+    "tabulate==0.9.0",
+    "tencentcloud-sdk-python==3.0.1215",
+    "tika==2.6.0",
+    "tiktoken==0.7.0",
+    "umap_learn==0.5.6",
+    "vertexai==1.64.0",
+    "volcengine==1.0.146",
+    "voyageai==0.2.3",
+    "webdriver-manager==4.0.1",
+    "werkzeug==3.0.6",
+    "wikipedia==1.4.0",
+    "word2number==1.1",
+    "xgboost==1.5.0",
+    "xpinyin==0.7.6",
+    "yfinance==0.1.96",
+    "zhipuai==2.0.1",
+    "ruamel-yaml>=0.18.6,<0.19.0",
+    "google-generativeai>=0.8.1,<0.9.0",
+    "python-docx>=1.1.2,<2.0.0",
+    "pypdf2>=3.0.1,<4.0.0",
+    "graspologic>=3.4.1,<4.0.0",
+    "pymysql>=1.1.1,<2.0.0",
+    "mini-racer>=0.12.4,<0.13.0",
+    "pyodbc>=5.2.0,<6.0.0",
+    "pyicu>=2.13.1,<3.0.0",
+    "flasgger>=0.9.7.1,<0.10.0",
+    "polars-lts-cpu>=1.9.0,<2.0.0",
+    "xxhash>=3.5.0,<4.0.0"
+]
 
-[tool.poetry.dependencies]
-python = ">=3.10,<3.13"
-datrie = "0.8.2"
-akshare = "^1.14.81"
-azure-storage-blob = "12.22.0"
-azure-identity = "1.17.1"
-azure-storage-file-datalake = "12.16.0"
-anthropic = "=0.34.1"
-arxiv = "2.1.3"
-aspose-slides = { version = "^24.9.0", markers = "platform_machine == 'x86_64' or (sys_platform == 'darwin' and platform_machine == 'arm64') " }
-beartype = "^0.18.5"
-bio = "1.7.1"
-blinker = "1.7.0"
-boto3 = "1.34.140"
-botocore = "1.34.140"
-cachetools = "5.3.3"
-chardet = "5.2.0"
-cn2an = "0.5.22"
-cohere = "5.6.2"
-Crawl4AI = "0.3.8"
-dashscope = "1.20.11"
-deepl = "1.18.0"
-demjson3 = "3.0.6"
-discord-py = "2.3.2"
-duckduckgo-search = "~7.2.0"
-editdistance = "0.8.1"
-elastic-transport = "8.12.0"
-elasticsearch = "8.12.1"
-elasticsearch-dsl = "8.12.0"
-fasttext = "0.9.3"
-filelock = "3.15.4"
-flask = "3.0.3"
-flask-cors = "5.0.0"
-flask-login = "0.6.3"
-flask-session = "0.8.0"
-google-search-results = "2.4.2"
-groq = "0.9.0"
-hanziconv = "0.3.2"
-html-text = "0.6.2"
-httpx = "0.27.0"
-huggingface-hub = "^0.25.0"
-infinity-sdk = "0.6.0-dev1"
-infinity-emb = "^0.0.66"
-itsdangerous = "2.1.2"
-markdown = "3.6"
-markdown-to-json = "2.1.1"
-minio = "7.2.4"
-mistralai = "0.4.2"
-nltk = "3.9.1"
-numpy = "^1.26.0"
-ollama = "0.2.1"
-onnxruntime = "1.19.2"
-openai = "1.45.0"
-opencv-python = "4.10.0.84"
-opencv-python-headless = "4.10.0.84"
-openpyxl = "^3.1.0"
-ormsgpack = "1.5.0"
-pandas = "^2.2.0"
-pdfplumber = "0.10.4"
-peewee = "3.17.1"
-pillow = "10.4.0"
-protobuf = "5.27.2"
-psycopg2-binary = "2.9.9"
-pyclipper = "1.3.0.post5"
-pycryptodomex = "3.20.0"
-pypdf = "^5.0.0"
-pytest = "^8.3.0"
-python-dotenv = "1.0.1"
-python-dateutil = "2.8.2"
-python-pptx = "^1.0.2"
-pywencai = "0.12.2"
-qianfan = "0.4.6"
-ranx = "0.3.20"
-readability-lxml = "0.8.1"
-valkey = "6.0.2"
-requests = "2.32.2"
-replicate = "0.31.0"
-roman-numbers = "1.0.2"
-ruamel-base = "1.0.0"
-scholarly = "1.7.11"
-scikit-learn = "1.5.0"
-selenium = "4.22.0"
-selenium-wire = "5.1.0"
-setuptools = "^75.2.0"
-shapely = "2.0.5"
-six = "1.16.0"
-strenum = "0.4.15"
-tabulate = "0.9.0"
-tencentcloud-sdk-python = "3.0.1215"
-tika = "2.6.0"
-tiktoken = "0.7.0"
-umap_learn = "0.5.6"
-vertexai = "1.64.0"
-volcengine = "1.0.146"
-voyageai = "0.2.3"
-webdriver-manager = "4.0.1"
-werkzeug = "3.0.6"
-wikipedia = "1.4.0"
-word2number = "1.1"
-xgboost = "1.5.0"
-xpinyin = "0.7.6"
-yfinance = "0.1.96"
-zhipuai = "2.0.1"
-ruamel-yaml = "^0.18.6"
-google-generativeai = "^0.8.1"
-python-docx = "^1.1.2"
-pypdf2 = "^3.0.1"
-graspologic = "^3.4.1"
-pymysql = "^1.1.1"
-mini-racer = "^0.12.4"
-pyodbc = "^5.2.0"
-pyicu = "^2.13.1"
-flasgger = "^0.9.7.1"
-#polars = { version = "^1.9.0", markers = "platform_machine == 'x86_64'" }
-polars-lts-cpu = "^1.9.0"
-xxhash = "^3.5.0"
-
-
-[tool.poetry.group.full]
-optional = true
-
-[tool.poetry.group.full.dependencies]
-bcembedding = "0.1.3"
-fastembed = "^0.3.6"
-flagembedding = "1.2.10"
-torch = "2.3.0"
-transformers = "4.38.1"
-
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
+[project.optional-dependencies]
+full = [
+    "bcembedding==0.1.3",
+    "fastembed>=0.3.6,<0.4.0",
+    "flagembedding==1.2.10",
+    "torch==2.3.0",
+    "transformers==4.38.1"
+]
diff --git a/sdk/python/README.md b/sdk/python/README.md
index ba46c94f3..9904398c0 100644
--- a/sdk/python/README.md
+++ b/sdk/python/README.md
@@ -3,7 +3,9 @@
 # build and publish python SDK to pypi.org
 
 ```shell
-poetry build
-poetry config pypi-token.pypi $YOUR_PYPI_API_TOKEN
-poetry publish
+uv build
+uv pip install twine
+export TWINE_USERNAME="__token__"
+export TWINE_PASSWORD=$YOUR_PYPI_API_TOKEN
+twine upload dist/*.whl
 ```
diff --git a/sdk/python/poetry.lock b/sdk/python/poetry.lock
deleted file mode 100644
index 1fe380d7f..000000000
--- a/sdk/python/poetry.lock
+++ /dev/null
@@ -1,342 +0,0 @@
-# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
-
-[[package]]
-name = "beartype"
-version = "0.18.5"
-description = "Unbearably fast runtime type checking in pure Python."
-optional = false
-python-versions = ">=3.8.0"
-groups = ["main"]
-files = [
-    {file = "beartype-0.18.5-py3-none-any.whl", hash = "sha256:5301a14f2a9a5540fe47ec6d34d758e9cd8331d36c4760fc7a5499ab86310089"},
-    {file = "beartype-0.18.5.tar.gz", hash = "sha256:264ddc2f1da9ec94ff639141fbe33d22e12a9f75aa863b83b7046ffff1381927"},
-]
-
-[package.extras]
-all = ["typing-extensions (>=3.10.0.0)"]
-dev = ["autoapi (>=0.9.0)", "coverage (>=5.5)", "equinox", "mypy (>=0.800)", "numpy", "pandera", "pydata-sphinx-theme (<=0.7.2)", "pytest (>=4.0.0)", "sphinx", "sphinx (>=4.2.0,<6.0.0)", "sphinxext-opengraph (>=0.7.5)", "tox (>=3.20.1)", "typing-extensions (>=3.10.0.0)"]
-doc-rtd = ["autoapi (>=0.9.0)", "pydata-sphinx-theme (<=0.7.2)", "sphinx (>=4.2.0,<6.0.0)", "sphinxext-opengraph (>=0.7.5)"]
-test-tox = ["equinox", "mypy (>=0.800)", "numpy", "pandera", "pytest (>=4.0.0)", "sphinx", "typing-extensions (>=3.10.0.0)"]
-test-tox-coverage = ["coverage (>=5.5)"]
-
-[[package]]
-name = "certifi"
-version = "2024.12.14"
-description = "Python package for providing Mozilla's CA Bundle."
-optional = false
-python-versions = ">=3.6"
-groups = ["main"]
-files = [
-    {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
-    {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
-]
-
-[[package]]
-name = "charset-normalizer"
-version = "3.4.0"
-description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-optional = false
-python-versions = ">=3.7.0"
-groups = ["main"]
-files = [
-    {file = "charset_normalizer-3.4.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:4f9fc98dad6c2eaa32fc3af1417d95b5e3d08aff968df0cd320066def971f9a6"},
-    {file = "charset_normalizer-3.4.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0de7b687289d3c1b3e8660d0741874abe7888100efe14bd0f9fd7141bcbda92b"},
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-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
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-h2 = ["h2 (>=4,<5)"]
-socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
-zstd = ["zstandard (>=0.18.0)"]
-
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diff --git a/sdk/python/pyproject.toml b/sdk/python/pyproject.toml
index a59459c8f..b9fb50a22 100644
--- a/sdk/python/pyproject.toml
+++ b/sdk/python/pyproject.toml
@@ -1,19 +1,20 @@
-[tool.poetry]
+[project]
 name = "ragflow-sdk"
 version = "0.15.1"
 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."
-authors = ["Zhichang Yu <yuzhichang@gmail.com>"]
-license = "Apache License, Version 2.0"
+authors = [
+    { name = "Zhichang Yu", email = "yuzhichang@gmail.com" }
+]
+license = { text = "Apache License, Version 2.0" }
 readme = "README.md"
-package-mode = true
+requires-python = ">=3.10,<3.13"
+dependencies = [
+    "requests>=2.30.0,<3.0.0",
+    "beartype>=0.18.5,<0.19.0",
+    "pytest>=8.0.0,<9.0.0"
+]
 
-[tool.poetry.dependencies]
-python = ">=3.10,<3.13"
-requests = "^2.30.0"
-beartype = "^0.18.5"
-pytest = "^8.0.0"
-
-
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
+[project.optional-dependencies]
+test = [
+    "pytest>=8.0.0,<9.0.0"
+]
diff --git a/sdk/python/uv.lock b/sdk/python/uv.lock
new file mode 100644
index 000000000..c7da3772f
--- /dev/null
+++ b/sdk/python/uv.lock
@@ -0,0 +1,215 @@
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diff --git a/uv.lock b/uv.lock
new file mode 100644
index 000000000..089942d05
--- /dev/null
+++ b/uv.lock
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