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The following commit(s) were added to refs/heads/main by this push:
     new 24cf519  doc: Expose more Python APIs (#161)
24cf519 is described below

commit 24cf519179d17478619892069134ff8d99c0bee5
Author: Junru Shao <[email protected]>
AuthorDate: Fri Oct 17 04:46:09 2025 -0700

    doc: Expose more Python APIs (#161)
---
 docs/conf.py                     |  8 +++++
 docs/reference/python/index.rst  | 73 +++++++++++++++++++++++++++++-----------
 python/tvm_ffi/__init__.py       |  6 ++--
 python/tvm_ffi/_tensor.py        |  2 +-
 python/tvm_ffi/cython/device.pxi |  1 +
 5 files changed, 67 insertions(+), 23 deletions(-)

diff --git a/docs/conf.py b/docs/conf.py
index cc421af..28f87df 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -143,6 +143,14 @@ intersphinx_mapping = {
     "torch": ("https://pytorch.org/docs/stable";, None),
 }
 
+autosummary_generate = True  # actually create stub pages
+
+# Map object names -> stub docnames (no ".rst"; relative to your :toctree: dir)
+autosummary_filename_map = {
+    "tvm_ffi.device": "tvm_ffi.device_function",
+    "tvm_ffi.Device": "tvm_ffi.Device_class",
+}
+
 _DOCS_DIR = Path(__file__).resolve().parent
 _STUBS = {
     "_stubs/cpp_index.rst": "reference/cpp/generated/index.rst",
diff --git a/docs/reference/python/index.rst b/docs/reference/python/index.rst
index 7cae49d..53ac71c 100644
--- a/docs/reference/python/index.rst
+++ b/docs/reference/python/index.rst
@@ -23,44 +23,53 @@ Python API
 
 .. currentmodule:: tvm_ffi
 
+.. contents:: Table of Contents
+   :local:
+   :depth: 2
+
+
 Object
 ------
 .. autosummary::
   :toctree: generated/
 
   Object
-  register_object
 
 
-Function and Module
--------------------
+Tensor
+~~~~~~
+.. autosummary::
+  :toctree: generated/
+
+  Tensor
+  Shape
+  Device
+  from_dlpack
+  DLDeviceType
+  device
+  dtype
+
+
+Function
+~~~~~~~~
 .. autosummary::
   :toctree: generated/
 
   Function
-  Module
-  register_global_func
-  get_global_func
-  system_lib
-  load_module
-  init_ffi_api
-  register_error
-  convert
 
 
-Tensor
-------
+Module
+~~~~~~
 .. autosummary::
   :toctree: generated/
 
-  Shape
-  Tensor
-  Device
-  from_dlpack
+  Module
+  system_lib
+  load_module
 
 
 Containers
-----------
+~~~~~~~~~~
 .. autosummary::
   :toctree: generated/
 
@@ -68,6 +77,20 @@ Containers
   Map
 
 
+Global Registry
+---------------
+.. autosummary::
+  :toctree: generated/
+
+  register_error
+  register_object
+  register_global_func
+  get_global_func
+  get_global_func_metadata
+  init_ffi_api
+  remove_global_func
+
+
 Stream Context
 --------------
 .. autosummary::
@@ -78,8 +101,8 @@ Stream Context
   use_raw_stream
 
 
-Utility
--------
+Inline Loading
+--------------
 
 C++ integration helpers for building and loading inline modules.
 
@@ -90,6 +113,16 @@ C++ integration helpers for building and loading inline 
modules.
   cpp.build_inline
 
 
+Misc
+----
+.. autosummary::
+  :toctree: generated/
+
+  serialization
+  access_path
+  convert
+  ObjectConvertible
+
 .. (Experimental) Dataclasses
 .. --------------------------
 
diff --git a/python/tvm_ffi/__init__.py b/python/tvm_ffi/__init__.py
index 5149ff5..130e893 100644
--- a/python/tvm_ffi/__init__.py
+++ b/python/tvm_ffi/__init__.py
@@ -64,14 +64,13 @@ __all__ = [
     "Array",
     "DLDeviceType",
     "Device",
-    "Device",
     "Function",
     "Map",
     "Module",
     "Object",
-    "Object",
     "ObjectConvertible",
     "Shape",
+    "StreamContext",
     "Tensor",
     "__version__",
     "access_path",
@@ -82,6 +81,7 @@ __all__ = [
     "from_dlpack",
     "get_global_func",
     "get_global_func_metadata",
+    "get_raw_stream",
     "init_ffi_api",
     "load_module",
     "register_error",
@@ -90,4 +90,6 @@ __all__ = [
     "remove_global_func",
     "serialization",
     "system_lib",
+    "use_raw_stream",
+    "use_torch_stream",
 ]
diff --git a/python/tvm_ffi/_tensor.py b/python/tvm_ffi/_tensor.py
index a4714b2..4c9714b 100644
--- a/python/tvm_ffi/_tensor.py
+++ b/python/tvm_ffi/_tensor.py
@@ -36,7 +36,7 @@ from .core import (
 
 @registry.register_object("ffi.Shape")
 class Shape(tuple, PyNativeObject):
-    """Shape tuple that represents ``ffi::Shape`` returned by an FFI call.
+    """Shape tuple that represents :cpp:class:`tvm::ffi::Shape` returned by an 
FFI call.
 
     Notes
     -----
diff --git a/python/tvm_ffi/cython/device.pxi b/python/tvm_ffi/cython/device.pxi
index f25ee94..34cbf5c 100644
--- a/python/tvm_ffi/cython/device.pxi
+++ b/python/tvm_ffi/cython/device.pxi
@@ -73,6 +73,7 @@ cdef class Device:
 
       assert tvm_ffi.device("cuda:0") == tvm_ffi.device("cuda", 0)
       assert tvm_ffi.device("cpu:0") == tvm_ffi.device("cpu", 0)
+
     """
     cdef DLDevice cdevice
 

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