diff --git a/docs/source/index.rst b/docs/source/index.rst
index 6c020410f77..db7c7ae3d2b 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -128,6 +128,7 @@ Or directly from conda
    :caption: User Guide
 
    pages/quickstart
+   pages/all-metrics
    pages/overview
    pages/implement
    pages/lightning
diff --git a/docs/source/metrics.rst b/docs/source/pages/all-metrics.rst
similarity index 84%
rename from docs/source/metrics.rst
rename to docs/source/pages/all-metrics.rst
index b35d3ca315b..38cc58cc4fd 100644
--- a/docs/source/metrics.rst
+++ b/docs/source/pages/all-metrics.rst
@@ -1,5 +1,3 @@
-:orphan:
-
 All TorchMetrics
 ================
 
diff --git a/docs/source/pages/overview.rst b/docs/source/pages/overview.rst
index 25c47a42e21..80809b37c7c 100644
--- a/docs/source/pages/overview.rst
+++ b/docs/source/pages/overview.rst
@@ -3,9 +3,9 @@
     import torch
     from pytorch_lightning.core.lightning import LightningModule
 
-########
-Overview
-########
+##################
+Structure Overview
+##################
 
 TorchMetrics is a Metrics API created for easy metric development and usage in
 PyTorch and PyTorch Lightning. It is rigorously tested for all edge cases and includes a growing list of
diff --git a/requirements/docs.txt b/requirements/docs.txt
index eb521689b83..5fec38c6adc 100644
--- a/requirements/docs.txt
+++ b/requirements/docs.txt
@@ -1,4 +1,4 @@
-sphinx>=4.0
+sphinx>=4.0, <5.0
 myst-parser
 nbsphinx>=0.8
 pandoc>=1.0