diff --git a/workflow/python_pure/README.md b/workflow/python_pure/README.md
index c6cc58e..dade0e9 100644
--- a/workflow/python_pure/README.md
+++ b/workflow/python_pure/README.md
@@ -71,19 +71,19 @@ cd /home/[YOURUSERNAME]/P3.12/bin
 #### Bash (.bash_profile)
 
 ```shell
-alias pyhton3=/home/[YOURUSERNAME]/P3.11/bin/python3
-alias pyhton=/home/[YOURUSERNAME]/P3.11/bin/python3
-alias ipyhton=/home/[YOURUSERNAME]/P3.11/bin/ipython
-alias ipyhton3=/home/[YOURUSERNAME]/P3.11/bin/ipython
-alias python3=/home/[YOURUSERNAME]/P3.11/bin/python3
-alias python=/home/[YOURUSERNAME]/P3.11/bin/python3
-alias ipython=/home/[YOURUSERNAME]/P3.11/bin/ipython
-alias ipython3=/home/[YOURUSERNAME]/P3.11/bin/ipython
-alias pip3=/home/[YOURUSERNAME]/P3.11/bin/pip3
-alias pip=/home/[YOURUSERNAME]/P3.11/bin/pip3
+alias pyhton3=/home/[YOURUSERNAME]/P3.12/bin/python3
+alias pyhton=/home/[YOURUSERNAME]/P3.12/bin/python3
+alias ipyhton=/home/[YOURUSERNAME]/P3.12/bin/ipython
+alias ipyhton3=/home/[YOURUSERNAME]/P3.12/bin/ipython
+alias python3=/home/[YOURUSERNAME]/P3.12/bin/python3
+alias python=/home/[YOURUSERNAME]/P3.12/bin/python3
+alias ipython=/home/[YOURUSERNAME]/P3.12/bin/ipython
+alias ipython3=/home/[YOURUSERNAME]/P3.12/bin/ipython
+alias pip3=/home/[YOURUSERNAME]/P3.12/bin/pip3
+alias pip=/home/[YOURUSERNAME]/P3.12/bin/pip3
 ```
 
-And add **/home/[YOURUSERNAME]/P3.11/bin** to the **export PATH=** command. 
+And add **/home/[YOURUSERNAME]/P3.12/bin** to the **export PATH=** command. 
 
 ## Numba