diff --git a/.github/workflows/deploy-docs.yml b/.github/workflows/deploy-docs.yml
index 216ef72..121f226 100644
--- a/.github/workflows/deploy-docs.yml
+++ b/.github/workflows/deploy-docs.yml
@@ -21,7 +21,8 @@ jobs:
 
     - name: Install dependencies
       run: |
-        pip install sphinx==6.2.1
+        cd docs
+        pip install -r requirements.txt
 
     - name: Build documentation
       run: |
diff --git a/README.md b/README.md
index 1099cdc..2cd640a 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 [![Run pre-commit checks](https://github.com/bd-iaas-us/infiniStore/actions/workflows/pre-commit.yml/badge.svg)](https://github.com/bd-iaas-us/infiniStore/actions/workflows/pre-commit.yml)
 [![Slack](https://img.shields.io/badge/Slack-Join%20Us-blue?logo=slack)](https://vllm-dev.slack.com/archives/C07VCUQLE1F)
-[![Docs](https://img.shields.io/badge/docs-available-brightgreen)](https://bd-iaas-us.github.io/infiniStore/)
+[![Docs](https://img.shields.io/badge/docs-available-brightgreen)](https://bd-iaas-us.github.io/InfiniStore/)
 
 
 ## pre-required
diff --git a/docs/requirements.txt b/docs/requirements.txt
index 93217ef..9e2c1be 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -1 +1,2 @@
-sphinx==6.2.1
\ No newline at end of file
+sphinx==6.2.1
+sphinx_rtd_theme==3.0.2
diff --git a/docs/source/conf.py b/docs/source/conf.py
index 6fcf009..a8a1ac8 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -25,20 +25,31 @@
     "sphinx.ext.napoleon",
 ]
 
+
 mock_torch = MagicMock(name="torch")
-mock_tensor = MagicMock(name="torch.Tensor")
-mock__infinistore = MagicMock(name="infinistore._infinistore")
+mock_tensor_class = type("Tensor", (object,), {"__module__": "torch"})
 
+mock_torch.Tensor = mock_tensor_class
 sys.modules["torch"] = mock_torch
-sys.modules["torch.Tensor"] = mock_tensor
+
+mock__infinistore = MagicMock(name="infinistore._infinistore")
 sys.modules["infinistore._infinistore"] = mock__infinistore
 
 
+def skip_member(app, what, name, obj, skip, options):
+    if name in ["get_kvmap_len", "purge_kv_map", "register_server"]:
+        return True
+    return skip
+
+
+def setup(app):
+    app.connect("autodoc-skip-member", skip_member)
+
+
 templates_path = ["_templates"]
 exclude_patterns = []
 
 # -- Options for HTML output -------------------------------------------------
 # https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output
 
-html_theme = "alabaster"
-html_static_path = ["_static"]
+html_theme = "sphinx_rtd_theme"