diff --git a/docs/reference/api/python/index.rst b/docs/reference/api/python/index.rst
index a3852e6adaf7..fa83956972f5 100644
--- a/docs/reference/api/python/index.rst
+++ b/docs/reference/api/python/index.rst
@@ -70,6 +70,15 @@ Python API
     s_tir/transform
     s_tir/dlight
 
+.. toctree::
+    :maxdepth: 1
+    :caption: tvm.script
+
+    script/script
+    script/parser
+    script/ir_builder
+    script/printer
+
 .. toctree::
     :maxdepth: 1
     :caption: tvm.te
diff --git a/docs/reference/api/python/script/ir_builder.rst b/docs/reference/api/python/script/ir_builder.rst
new file mode 100644
index 000000000000..201090a0e4c8
--- /dev/null
+++ b/docs/reference/api/python/script/ir_builder.rst
@@ -0,0 +1,46 @@
+..  Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you 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.
+
+tvm.script.ir_builder
+---------------------
+
+tvm.script.ir_builder
+*********************
+.. automodule:: tvm.script.ir_builder
+   :members:
+   :imported-members:
+
+tvm.script.ir_builder.ir
+************************
+.. automodule:: tvm.script.ir_builder.ir
+   :members:
+   :imported-members:
+
+tvm.script.ir_builder.relax
+***************************
+.. automodule:: tvm.script.ir_builder.relax
+   :members:
+
+tvm.script.ir_builder.relax.distributed
+***************************************
+.. automodule:: tvm.script.ir_builder.relax.distributed
+   :members:
+
+tvm.script.ir_builder.tirx
+**************************
+.. automodule:: tvm.script.ir_builder.tirx
+   :members:
diff --git a/docs/reference/api/python/script/parser.rst b/docs/reference/api/python/script/parser.rst
new file mode 100644
index 000000000000..583b27b27614
--- /dev/null
+++ b/docs/reference/api/python/script/parser.rst
@@ -0,0 +1,37 @@
+..  Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you 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.
+
+tvm.script.parser
+-----------------
+
+tvm.script.parser
+*****************
+.. automodule:: tvm.script.parser
+   :members:
+   :imported-members:
+
+tvm.script.parser.ir
+********************
+.. automodule:: tvm.script.parser.ir
+
+tvm.script.parser.relax
+***********************
+.. automodule:: tvm.script.parser.relax
+
+tvm.script.parser.tirx
+**********************
+.. automodule:: tvm.script.parser.tirx
diff --git a/docs/reference/api/python/script/printer.rst b/docs/reference/api/python/script/printer.rst
new file mode 100644
index 000000000000..b5dddb4396c8
--- /dev/null
+++ b/docs/reference/api/python/script/printer.rst
@@ -0,0 +1,25 @@
+..  Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you 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.
+
+tvm.script.printer
+------------------
+
+tvm.script.printer
+******************
+.. automodule:: tvm.script.printer
+   :members:
+   :imported-members:
diff --git a/docs/reference/api/python/script/script.rst b/docs/reference/api/python/script/script.rst
new file mode 100644
index 000000000000..5e819bd1bba2
--- /dev/null
+++ b/docs/reference/api/python/script/script.rst
@@ -0,0 +1,35 @@
+..  Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you 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.
+
+tvm.script
+----------
+
+tvm.script
+**********
+.. automodule:: tvm.script
+   :members:
+   :imported-members:
+
+tvm.script.relax
+****************
+.. automodule:: tvm.script.relax
+   :members:
+
+tvm.script.tirx
+***************
+.. automodule:: tvm.script.tirx
+   :members:
diff --git a/python/tvm/script/ir_builder/ir/ir.py b/python/tvm/script/ir_builder/ir/ir.py
index 12e31038fc04..dba2063f03a9 100644
--- a/python/tvm/script/ir_builder/ir/ir.py
+++ b/python/tvm/script/ir_builder/ir/ir.py
@@ -35,6 +35,7 @@ def ir_module() -> IRModuleFrame:
 
 def decl_function(func_name: str, func_signature: BaseFunc) -> GlobalVar:
     """Declare a Function without given the specific function implementation.
+
     Parameters
     ----------
     func_name : str
@@ -47,6 +48,7 @@ def decl_function(func_name: str, func_signature: BaseFunc) -> GlobalVar:
     Note
     ----
     It is usually used in cross-function call. And we can specify the function by `DefFunction`
+
     Returns
     -------
     gv : GlobalVar