diff --git a/sdk/python/ragflow/modules/__init__.py b/sdk/python/ragflow/modules/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/sdk/python/ragflow/modules/base.py b/sdk/python/ragflow/modules/base.py
new file mode 100644
index 000000000..fe22e5565
--- /dev/null
+++ b/sdk/python/ragflow/modules/base.py
@@ -0,0 +1,30 @@
+class Base(object):
+    def __init__(self, rag, res_dict):
+        self.rag = rag
+        for k, v in res_dict.items():
+            if isinstance(v, dict):
+                self.__dict__[k] = Base(rag, v)
+            else:
+                self.__dict__[k] = v
+
+    def to_json(self):
+        pr = {}
+        for name in dir(self):
+            value = getattr(self, name)
+            if not name.startswith('__') and not callable(value) and name != "rag":
+                if isinstance(value, Base):
+                    pr[name] = value.to_json()
+                else:
+                    pr[name] = value
+        return pr
+
+
+    def post(self, path, param):
+        res = self.rag.post(path,param)
+        return res
+
+    def get(self, path, params=''):
+        res = self.rag.get(path,params)
+        return res
+
+
diff --git a/sdk/python/ragflow/modules/dataset.py b/sdk/python/ragflow/modules/dataset.py
new file mode 100644
index 000000000..889f3703f
--- /dev/null
+++ b/sdk/python/ragflow/modules/dataset.py
@@ -0,0 +1,33 @@
+from .base import Base
+
+
+class DataSet(Base):
+    class ParseConfig(Base):
+        def __init__(self, rag, res_dict):
+            self.chunk_token_count = 128
+            self.layout_recognize = True
+            self.delimiter = '\n!?。；！？'
+            self.task_page_size = 12
+            super().__init__(rag, res_dict)
+
+    def __init__(self, rag, res_dict):
+        self.id = ""
+        self.name = ""
+        self.avatar = ""
+        self.tenant_id = None
+        self.description = ""
+        self.language = "English"
+        self.embedding_model = ""
+        self.permission = "me"
+        self.document_count = 0
+        self.chunk_count = 0
+        self.parse_method = 0
+        self.parser_config = None
+        super().__init__(rag, res_dict)
+
+    def delete(self):
+        try:
+            self.post("/rm", {"kb_id": self.id})
+            return True
+        except Exception:
+            return False
diff --git a/sdk/python/ragflow/ragflow.py b/sdk/python/ragflow/ragflow.py
index cc2927778..3a94ea95f 100644
--- a/sdk/python/ragflow/ragflow.py
+++ b/sdk/python/ragflow/ragflow.py
@@ -12,35 +12,56 @@
 #  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 json
-import os
 
 import requests
 
-from api.db.services.document_service import DocumentService
-from api.settings import RetCode
+from .modules.dataset import DataSet
 
 
 class RAGFlow:
     def __init__(self, user_key, base_url, version='v1'):
         """
-        api_url: http://<host_address>/api/v1
-        dataset_url: http://<host_address>/api/v1/dataset
-        document_url: http://<host_address>/api/v1/dataset/{dataset_id}/documents
+        api_url: http://<host_address>/v1
+        dataset_url: http://<host_address>/v1/kb
+        document_url: http://<host_address>/v1/dataset/{dataset_id}/documents
         """
         self.user_key = user_key
-        self.api_url = f"{base_url}/api/{version}"
-        self.dataset_url = f"{self.api_url}/dataset"
+        self.api_url = f"{base_url}/{version}"
+        self.dataset_url = f"{self.api_url}/kb"
         self.authorization_header = {"Authorization": "{}".format(self.user_key)}
+        self.base_url = base_url
+
+    def post(self, path, param):
+        res = requests.post(url=self.dataset_url + path, json=param, headers=self.authorization_header)
+        return res
+
+    def get(self, path, params=''):
+        res = requests.get(self.dataset_url + path, params=params, headers=self.authorization_header)
+        return res
 
     def create_dataset(self, dataset_name):
         """
         name: dataset name
         """
-        res = requests.post(url=self.dataset_url, json={"name": dataset_name}, headers=self.authorization_header)
-        result_dict = json.loads(res.text)
-        return result_dict
+        res_create = self.post("/create", {"name": dataset_name})
+        res_create_data = res_create.json()['data']
+        res_detail = self.get("/detail", {"kb_id": res_create_data["kb_id"]})
+        res_detail_data = res_detail.json()['data']
+        result = {}
+        result['id'] = res_detail_data['id']
+        result['name'] = res_detail_data['name']
+        result['avatar'] = res_detail_data['avatar']
+        result['description'] = res_detail_data['description']
+        result['language'] = res_detail_data['language']
+        result['embedding_model'] = res_detail_data['embd_id']
+        result['permission'] = res_detail_data['permission']
+        result['document_count'] = res_detail_data['doc_num']
+        result['chunk_count'] = res_detail_data['chunk_num']
+        result['parser_config'] = res_detail_data['parser_config']
+        dataset = DataSet(self, result)
+        return dataset
 
+    """
     def delete_dataset(self, dataset_name):
         dataset_id = self.find_dataset_id_by_name(dataset_name)
 
@@ -55,16 +76,6 @@ class RAGFlow:
                 return dataset["id"]
         return None
 
-    def list_dataset(self, offset=0, count=-1, orderby="create_time", desc=True):
-        params = {
-            "offset": offset,
-            "count": count,
-            "orderby": orderby,
-            "desc": desc
-        }
-        response = requests.get(url=self.dataset_url, params=params, headers=self.authorization_header)
-        return response.json()
-
     def get_dataset(self, dataset_name):
         dataset_id = self.find_dataset_id_by_name(dataset_name)
         endpoint = f"{self.dataset_url}/{dataset_id}"
@@ -78,7 +89,7 @@ class RAGFlow:
         response = requests.put(endpoint, json=params, headers=self.authorization_header)
         return response.json()
 
-# ------------------------------- CONTENT MANAGEMENT -----------------------------------------------------
+    # ------------------------------- CONTENT MANAGEMENT -----------------------------------------------------
 
     # ----------------------------upload local files-----------------------------------------------------
     def upload_local_file(self, dataset_id, file_paths):
@@ -186,4 +197,4 @@ class RAGFlow:
     # ----------------------------get a specific chunk-----------------------------------------------------
 
     # ----------------------------retrieval test-----------------------------------------------------
-
+"""
diff --git a/sdk/python/setup.py b/sdk/python/setup.py
index 1ce9854c4..a90fc1ccb 100644
--- a/sdk/python/setup.py
+++ b/sdk/python/setup.py
@@ -15,5 +15,7 @@
 import setuptools
 
 if __name__ == "__main__":
-    setuptools.setup(packages=['ragflow'])
+    setuptools.setup(name='ragflow',
+                     version="0.1",
+                     packages=setuptools.find_packages())
 
diff --git a/sdk/python/test/common.py b/sdk/python/test/common.py
index 94acbf48c..ac286db40 100644
--- a/sdk/python/test/common.py
+++ b/sdk/python/test/common.py
@@ -1,4 +1,4 @@
 
 
-API_KEY = 'IjJkOGQ4ZDE2MzkyMjExZWZhYTk0MzA0M2Q3ZWU1MzdlIg.ZoUfug.RmqcYyCrlAnLtkzk6bYXiXN3eEY'
+API_KEY = 'IjUxNGM0MmM4NWY5MzExZWY5MDhhMDI0MmFjMTIwMDA2Ig.ZsWebA.mV1NKdSPPllgowiH-7vz36tMWyI'
 HOST_ADDRESS = 'http://127.0.0.1:9380'
\ No newline at end of file
diff --git a/sdk/python/test/t_dataset.py b/sdk/python/test/t_dataset.py
new file mode 100644
index 000000000..35b1e4c97
--- /dev/null
+++ b/sdk/python/test/t_dataset.py
@@ -0,0 +1,23 @@
+from ragflow import RAGFlow
+
+from common import API_KEY, HOST_ADDRESS
+from test_sdkbase import TestSdk
+
+
+class TestDataset(TestSdk):
+    def test_create_dataset_with_success(self):
+        rag = RAGFlow(API_KEY, HOST_ADDRESS)
+        ds = rag.create_dataset("God")
+        assert ds is not None, "The dataset creation failed, returned None."
+        assert ds.name == "God", "Dataset name does not match."
+
+    def test_delete_one_file(self):
+        """
+        Test deleting one file with success.
+        """
+        rag = RAGFlow(API_KEY, HOST_ADDRESS)
+        ds = rag.create_dataset("ABC")
+        assert ds is not None, "Failed to create dataset"
+        assert ds.name == "ABC", "Dataset name mismatch"
+        delete_result = ds.delete()
+        assert delete_result is True, "Failed to delete dataset"