diff --git a/.gitignore b/.gitignore
index 6dec32b5ce..c6009b3ebb 100644
--- a/.gitignore
+++ b/.gitignore
@@ -32,7 +32,7 @@ docker/ragflow-logs/
 rag/res/deepdoc
 
 # Exclude sdk generated files
-SDK/python/ragflow.egg-info/
-SDK/python/build/
-SDK/python/dist/
-SDK/python/ragflow_sdk.egg-info/
\ No newline at end of file
+sdk/python/ragflow.egg-info/
+sdk/python/build/
+sdk/python/dist/
+sdk/python/ragflow_sdk.egg-info/
\ No newline at end of file
diff --git a/sdk/python/README.md b/sdk/python/README.md
new file mode 100644
index 0000000000..9849363844
--- /dev/null
+++ b/sdk/python/README.md
@@ -0,0 +1 @@
+# infinity 
\ No newline at end of file
diff --git a/sdk/python/hello_ragflow.py b/sdk/python/hello_ragflow.py
new file mode 100644
index 0000000000..d652da85da
--- /dev/null
+++ b/sdk/python/hello_ragflow.py
@@ -0,0 +1,3 @@
+import ragflow
+
+print(ragflow.__version__)
\ No newline at end of file
diff --git a/sdk/python/pyproject.toml b/sdk/python/pyproject.toml
new file mode 100644
index 0000000000..54b44f4822
--- /dev/null
+++ b/sdk/python/pyproject.toml
@@ -0,0 +1,24 @@
+[project]
+name = "ragflow"
+version = "0.8.0.dev1"
+authors = [
+  { name = "The RAGFlow Development Team", email = "author@example.com" },
+] # TODO: email
+dependencies = ["pytest~=8.2.0"]
+description = "ragflow"
+readme = "README.md"
+requires-python = ">=3.10"
+classifiers = [
+    "Programming Language :: Python :: 3",
+    "License :: OSI Approved :: Apache License2",
+    "Operating System :: OS Independent",
+]
+
+[build-system]
+requires = ["setuptools>=61.0", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[project.urls]
+"Homepage" = "https://github.com/pypa/sampleproject"
+"Bug Tracker" = "https://github.com/pypa/sampleproject/issues"
+# TODO
\ No newline at end of file
diff --git a/sdk/python/ragflow/__init__.py b/sdk/python/ragflow/__init__.py
new file mode 100644
index 0000000000..35019df131
--- /dev/null
+++ b/sdk/python/ragflow/__init__.py
@@ -0,0 +1,3 @@
+import importlib.metadata
+
+__version__ = importlib.metadata.version("ragflow")
\ No newline at end of file
diff --git a/sdk/python/ragflow/ragflow.py b/sdk/python/ragflow/ragflow.py
new file mode 100644
index 0000000000..a3aabc5f63
--- /dev/null
+++ b/sdk/python/ragflow/ragflow.py
@@ -0,0 +1,27 @@
+#
+#  Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+import os
+from abc import ABC
+
+
+class RAGFLow(ABC):
+    def __init__(self, user_key, base_url):
+        self.user_key = user_key
+        self.base_url = base_url
+
+    def create_dataset(self, name):
+        return name
+
diff --git a/sdk/python/setup.py b/sdk/python/setup.py
new file mode 100644
index 0000000000..1ce9854c43
--- /dev/null
+++ b/sdk/python/setup.py
@@ -0,0 +1,19 @@
+# Copyright(C) 2023 InfiniFlow, Inc. All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import setuptools
+
+if __name__ == "__main__":
+    setuptools.setup(packages=['ragflow'])
+
diff --git a/sdk/python/test/test_basic.py b/sdk/python/test/test_basic.py
new file mode 100644
index 0000000000..f784279f03
--- /dev/null
+++ b/sdk/python/test/test_basic.py
@@ -0,0 +1,12 @@
+from test_sdkbase import TestSdk
+import ragflow
+from ragflow.ragflow import RAGFLow
+import pytest
+
+
+class TestCase(TestSdk):
+    def test_version(self):
+        print(ragflow.__version__)
+
+    def test_create_dataset(self):
+        assert ragflow.ragflow.RAGFLow('123', 'url').create_dataset('abc') == 'abc'
diff --git a/sdk/python/test/test_sdkbase.py b/sdk/python/test/test_sdkbase.py
new file mode 100644
index 0000000000..584dbbc4f1
--- /dev/null
+++ b/sdk/python/test/test_sdkbase.py
@@ -0,0 +1,3 @@
+class TestSdk():
+    def test_version(self):
+        print("test_sdk")