diff --git a/README.md b/README.md
index e439b362b1..ff4373814c 100644
--- a/README.md
+++ b/README.md
@@ -631,14 +631,11 @@ An example of using the client with Microsoft Entra ID (formerly known as Azure
 Use the following commands to activate CLI autocompletion for each shell.
 
 ### Bash & Zsh
-Configure your shell to support global auto completion for python scripts by running:
-```shell
-activate-global-python-argcomplete
-```
 Use this command to register `openai` for argument completion using argcomplete for the current terminal session:
 ```shell
 eval "$(register-python-argcomplete openai)"
 ```
+#### Permanent Argument Completion Setup for Bash/Zsh
 Alternatively, run this command to register `openai` for argument completion permanently, eliminating the need to run the `eval` command each time the terminal is restarted or killed.
 For Bash:
 ```shell 
@@ -654,6 +651,7 @@ To activate completions for Powershell use:
 ```shell
 register-python-argcomplete --shell powershell openai | Out-String | Invoke-Expression
 ```
+#### Permanent Argument Completion Setup for Powershell
 Alternatively, create a new completion file. This command will persist even if the terminal is killed or restarted.
 ```shell
 register-python-argcomplete --shell powershell openai > ~/openai.psm1
@@ -667,6 +665,7 @@ To activate completions for fish use:
 ```shell
 register-python-argcomplete --shell fish openai | source
 ```
+#### Permanent Argument Completion Setup for Fish
 Alternatively, create a new completion file. This command will persist even if the terminal is killed or restarted.
 ```shell 
 register-python-argcomplete --shell fish openai > ~/.config/fish/config.fish