From 0c21920c5f52e382b9e07a9b907c808e8a5f3d4e Mon Sep 17 00:00:00 2001
From: Jason Weill <jweill@amazon.com>
Date: Thu, 1 Feb 2024 16:39:11 -0800
Subject: [PATCH] Updates to favor hyphens in pip commands

---
 README.md                  |  7 ++++---
 docs/source/users/index.md | 26 ++++++++++----------------
 2 files changed, 14 insertions(+), 19 deletions(-)

diff --git a/README.md b/README.md
index 91550016e..f390aa280 100644
--- a/README.md
+++ b/README.md
@@ -54,19 +54,20 @@ for details on installing and using Jupyter AI.
 
 If you want to install both the `%%ai` magic and the JupyterLab extension, you can run:
 
-    $ pip install jupyter_ai
+    $ pip install jupyter-ai
 
 If you are not using JupyterLab and you only want to install the Jupyter AI `%%ai` magic, you can run:
 
-    $ pip install jupyter_ai_magics
+    $ pip install jupyter-ai-magics
 
 
 ### With conda
 
 As an alternative to using `pip`, you can install `jupyter-ai` using
 [Conda](https://conda.io/projects/conda/en/latest/user-guide/install/index.html)
-from the `conda-forge` channel:
+from the `conda-forge` channel, using one of the following two commands:
 
+    $ conda install -c conda-force jupyter-ai  # or,
     $ conda install conda-forge::jupyter-ai
 
 ## The `%%ai` magic command
diff --git a/docs/source/users/index.md b/docs/source/users/index.md
index 9016444c6..48bd80f4c 100644
--- a/docs/source/users/index.md
+++ b/docs/source/users/index.md
@@ -62,24 +62,24 @@ classes in their code.
 To install the JupyterLab extension, you can run:
 
 ```
-pip install jupyter_ai
+pip install jupyter-ai
 ```
 
-The latest major version of `jupyter_ai`, v2, only supports JupyterLab 4. If you
-need support for JupyterLab 3, you should install `jupyter_ai` v1 instead:
+The latest major version of `jupyter-ai`, v2, only supports JupyterLab 4. If you
+need support for JupyterLab 3, you should install `jupyter-ai` v1 instead:
 
 ```
-pip install jupyter_ai~=1.0
+pip install jupyter-ai~=1.0
 ```
 
 If you are not using JupyterLab and you only want to install the Jupyter AI `%%ai` magic, you can run:
 
 ```
-$ pip install jupyter_ai_magics
+$ pip install jupyter-ai-magics
 ```
 
-`jupyter_ai` depends on `jupyter_ai_magics`, so installing `jupyter_ai`
-automatically installs `jupyter_ai_magics`.
+`jupyter-ai` depends on `jupyter-ai-magics`, so installing `jupyter-ai`
+automatically installs `jupyter-ai-magics`.
 
 ### Installation via `pip` or `conda` in a Conda environment (recommended)
 
@@ -97,13 +97,10 @@ and create an environment that uses Python 3.11:
 Then, use either `pip` or `conda` to install JupyterLab and Jupyter AI in this
 Conda environment.
 
-    $ pip install jupyter_ai                   # or,
+    $ pip install jupyter-ai                   # or,
     $ conda install -c conda-forge jupyter-ai  # or,
     $ conda install conda-forge::jupyter-ai
 
-Note that the `pip` package name is `jupyter_ai` with an underscore, and that
-the `conda` package name is `jupyter-ai` with a hyphen.
-
 When starting JupyterLab with Jupyter AI, make sure to activate the Conda
 environment first:
 
@@ -116,11 +113,11 @@ jupyter lab
 
 If you installed Jupyter AI using `pip`, to remove the extension, run:
 
-    $ pip uninstall jupyter_ai
+    $ pip uninstall jupyter-ai
 
 or
 
-    $ pip uninstall jupyter_ai_magics
+    $ pip uninstall jupyter-ai-magics
 
 If you installed Jupyter AI using `conda`, you can remove it by running:
 
@@ -130,9 +127,6 @@ or
 
     $ conda remove jupyter-ai-magics
 
-Note that the `pip` package names use underscores, and the `conda` package
-names use hyphens.
-
 ## Model providers
 
 Jupyter AI supports a wide range of model providers and models. To use Jupyter AI with a particular provider, you must install its Python packages and set its API key (or other credentials) in your environment or in the chat interface.