diff --git a/.readthedocs.yaml b/.readthedocs.yaml
new file mode 100644
index 000000000..01a34f08b
--- /dev/null
+++ b/.readthedocs.yaml
@@ -0,0 +1,14 @@
+version: 2
+
+build:
+  os: "ubuntu-20.04"
+  tools:
+    python: "3.6"
+
+sphinx:
+  builder: dirhtml
+  configuration: docs/source/conf.py
+
+python:
+  install:
+    - requirements: docs/source/requirements.txt
diff --git a/docs/source/conf.py b/docs/source/conf.py
index e1e43b05b..5f665ce6e 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -17,12 +17,14 @@
 import os
 import sys
 import sphinx_rtd_theme
+import recommonmark
 from recommonmark.transform import AutoStructify
+
 sys.path.insert(0, os.path.abspath('.'))
 # -- Project information -----------------------------------------------------
 
 project = u'Hyperledger Indy Node'
-copyright = u'2018, Hyperledger'
+copyright = u'2024, Hyperledger'
 author = u'Hyperledger'
 
 # The short X.Y version
@@ -43,8 +45,14 @@
 # ones.
 extensions = [
     'sphinx.ext.intersphinx',
+    'recommonmark',
+    'sphinx.ext.autosectionlabel',
 ]
 
+# Prefix document path to section labels, otherwise autogenerated labels would look like 'heading'
+# rather than 'path/to/file:heading'
+autosectionlabel_prefix_document = True
+
 # Add any paths that contain templates here, relative to this directory.
 templates_path = ['_templates']
 
@@ -63,7 +71,7 @@
 #
 # This is also used if you do content translation via gettext catalogs.
 # Usually you set "language" from the command line for these cases.
-language = None
+language = "en"
 
 # List of patterns, relative to source directory, that match files and
 # directories to ignore when looking for source files.
@@ -229,7 +237,7 @@ def setup(app):
     
     except:
         e = sys.exc_info()[0]
-        print e
+        print(e)
     finally:      
         os.system("rm -rf remote_conf/ __pycache__/ remote_conf.py")
 
diff --git a/docs/source/requirements.txt b/docs/source/requirements.txt
index c8e32deee..0cbb6079a 100644
--- a/docs/source/requirements.txt
+++ b/docs/source/requirements.txt
@@ -1,3 +1,5 @@
-recommonmark==0.4.0
-Sphinx==1.8.2
-sphinx-rtd-theme==0.4.2
\ No newline at end of file
+# Defining the exact versions for ReadTheDocs that will make sure things don't break
+sphinx==5.3.0
+sphinx_rtd_theme==1.1.1
+readthedocs-sphinx-search==0.3.2
+recommonmark
\ No newline at end of file