diff --git a/requirements/edx/base.txt b/requirements/edx/base.txt
index 2f7fc9732492..2438510c2764 100644
--- a/requirements/edx/base.txt
+++ b/requirements/edx/base.txt
@@ -6,11 +6,6 @@
 #
 -e git+https://github.com/anupdhabarde/edx-proctoring-proctortrack.git@31c6c9923a51c903ae83760ecbbac191363aa2a2#egg=edx_proctoring_proctortrack
     # via -r requirements/edx/github.in
--e git+https://github.com/UsamaSadiq/py2neo.git@7f57cbe1797945ce27e93cfd6ee5dfa291129be5#egg=py2neo
-    # via
-    #   -c requirements/edx/../constraints.txt
-    #   -r requirements/edx/bundled.in
-    #   -r requirements/edx/github.in
 acid-xblock==0.2.1
     # via -r requirements/edx/kernel.in
 aiohttp==3.8.6
@@ -850,6 +845,10 @@ psutil==5.9.5
     # via
     #   -r requirements/edx/paver.txt
     #   edx-django-utils
+py2neo @ https://github.com/overhangio/py2neo/releases/download/2021.2.3/py2neo-2021.2.3.tar.gz
+    # via
+    #   -c requirements/edx/../constraints.txt
+    #   -r requirements/edx/bundled.in
 pyasn1==0.5.0
     # via pgpy
 pycountry==22.3.5
diff --git a/requirements/edx/development.txt b/requirements/edx/development.txt
index 012cddd6a34b..95c68b314c75 100644
--- a/requirements/edx/development.txt
+++ b/requirements/edx/development.txt
@@ -8,11 +8,6 @@
     # via
     #   -r requirements/edx/doc.txt
     #   -r requirements/edx/testing.txt
--e git+https://github.com/UsamaSadiq/py2neo.git@7f57cbe1797945ce27e93cfd6ee5dfa291129be5#egg=py2neo
-    # via
-    #   -c requirements/edx/../constraints.txt
-    #   -r requirements/edx/doc.txt
-    #   -r requirements/edx/testing.txt
 accessible-pygments==0.0.4
     # via
     #   -r requirements/edx/doc.txt
@@ -1450,6 +1445,11 @@ py==1.11.0
     # via
     #   -r requirements/edx/testing.txt
     #   tox
+py2neo @ https://github.com/overhangio/py2neo/releases/download/2021.2.3/py2neo-2021.2.3.tar.gz
+    # via
+    #   -c requirements/edx/../constraints.txt
+    #   -r requirements/edx/doc.txt
+    #   -r requirements/edx/testing.txt
 pyasn1==0.5.0
     # via
     #   -r requirements/edx/doc.txt
diff --git a/requirements/edx/doc.txt b/requirements/edx/doc.txt
index 7aa574442e3e..daf088184cf9 100644
--- a/requirements/edx/doc.txt
+++ b/requirements/edx/doc.txt
@@ -6,10 +6,6 @@
 #
 -e git+https://github.com/anupdhabarde/edx-proctoring-proctortrack.git@31c6c9923a51c903ae83760ecbbac191363aa2a2#egg=edx_proctoring_proctortrack
     # via -r requirements/edx/base.txt
--e git+https://github.com/UsamaSadiq/py2neo.git@7f57cbe1797945ce27e93cfd6ee5dfa291129be5#egg=py2neo
-    # via
-    #   -c requirements/edx/../constraints.txt
-    #   -r requirements/edx/base.txt
 accessible-pygments==0.0.4
     # via pydata-sphinx-theme
 acid-xblock==0.2.1
@@ -1008,6 +1004,10 @@ psutil==5.9.5
     # via
     #   -r requirements/edx/base.txt
     #   edx-django-utils
+py2neo @ https://github.com/overhangio/py2neo/releases/download/2021.2.3/py2neo-2021.2.3.tar.gz
+    # via
+    #   -c requirements/edx/../constraints.txt
+    #   -r requirements/edx/base.txt
 pyasn1==0.5.0
     # via
     #   -r requirements/edx/base.txt
diff --git a/requirements/edx/testing.txt b/requirements/edx/testing.txt
index f179bffd42f8..a728884e70d5 100644
--- a/requirements/edx/testing.txt
+++ b/requirements/edx/testing.txt
@@ -6,10 +6,6 @@
 #
 -e git+https://github.com/anupdhabarde/edx-proctoring-proctortrack.git@31c6c9923a51c903ae83760ecbbac191363aa2a2#egg=edx_proctoring_proctortrack
     # via -r requirements/edx/base.txt
--e git+https://github.com/UsamaSadiq/py2neo.git@7f57cbe1797945ce27e93cfd6ee5dfa291129be5#egg=py2neo
-    # via
-    #   -c requirements/edx/../constraints.txt
-    #   -r requirements/edx/base.txt
 acid-xblock==0.2.1
     # via -r requirements/edx/base.txt
 aiohttp==3.8.6
@@ -1088,6 +1084,10 @@ psutil==5.9.5
     #   pytest-xdist
 py==1.11.0
     # via tox
+py2neo @ https://github.com/overhangio/py2neo/releases/download/2021.2.3/py2neo-2021.2.3.tar.gz
+    # via
+    #   -c requirements/edx/../constraints.txt
+    #   -r requirements/edx/base.txt
 pyasn1==0.5.0
     # via
     #   -r requirements/edx/base.txt