diff --git a/DOCS/Makefile b/Makefile
similarity index 100%
rename from DOCS/Makefile
rename to Makefile
diff --git a/DOCS/conf.py b/conf.py
similarity index 71%
rename from DOCS/conf.py
rename to conf.py
index 7bfb038e..e5d740af 100644
--- a/DOCS/conf.py
+++ b/conf.py
@@ -7,32 +7,16 @@
 # https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information
 
 project = 'swarms'
-copyright = '2023, Kye Gomez / Agora'
-author = 'Kye Gomez / Agora'
+copyright = '2023, Kye Gomez'
+author = 'Kye Gomez'
 
 # -- General configuration ---------------------------------------------------
 # https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration
 
-# extensions = []
-
-# templates_path = ['_templates']
-# exclude_patterns = ['_build', 'Thumbs.db', '.DS_Store']
-
-
-
-# -- 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']
-
-
-
-
 extensions = [
     'sphinx_rtd_theme',
+    'myst_parser',
 ]
-
 templates_path = ['_templates']
 exclude_patterns = ['_build', 'Thumbs.db', '.DS_Store']
 
@@ -43,10 +27,9 @@ exclude_patterns = ['_build', 'Thumbs.db', '.DS_Store']
 
 html_theme = "sphinx_rtd_theme"
 html_static_path = ['_static']
-html_theme_path = ["_themes", ]
 
 html_theme_options = {
-    'analytics_id': 'G-XXXXXXXXXX',  #  Provided by Google in your dashboard
+    # 'analytics_id': 'G-XXXXXXXXXX',  #  Provided by Google in your dashboard
     'analytics_anonymize_ip': False,
     'logo_only': False,
     'display_version': True,
diff --git a/DOCS/index.rst b/index.rst
similarity index 88%
rename from DOCS/index.rst
rename to index.rst
index 72dcfbaf..87243a35 100644
--- a/DOCS/index.rst
+++ b/index.rst
@@ -1,5 +1,5 @@
 .. swarms documentation master file, created by
-   sphinx-quickstart on Mon Jul 24 00:33:43 2023.
+   sphinx-quickstart on Mon Jul 24 08:40:10 2023.
    You can adapt this file completely to your liking, but it should at least
    contain the root `toctree` directive.
 
diff --git a/DOCS/make.bat b/make.bat
similarity index 100%
rename from DOCS/make.bat
rename to make.bat
diff --git a/requirements.txt b/requirements.txt
index cbac674b..ab46b6d2 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -107,4 +107,6 @@ pytesseract
 huggingface_hub
 
 fastapi_cache
-fastapi-limiter
\ No newline at end of file
+fastapi-limiter
+
+sphinx_rtd_theme
\ No newline at end of file
diff --git a/setup.py b/setup.py
index b9f15257..5d0b009f 100644
--- a/setup.py
+++ b/setup.py
@@ -32,6 +32,7 @@ setup(
         'faiss-cpu',
         'wget==3.2',
         'accelerate',
+        'sphinx_rtd_theme',
         'addict',
         'albumentations',
         'basicsr',