diff --git a/examples/commands.ipynb b/examples/commands.ipynb
index e87e90205..17726c97e 100644
--- a/examples/commands.ipynb
+++ b/examples/commands.ipynb
@@ -62,24 +62,18 @@
       "  -r, --reset                     Clears the conversation transcript used when\n",
       "                                  interacting with an OpenAI chat model\n",
       "                                  provider. Does nothing with other providers.\n",
-      "  --help                          Show this message and exit.\n",
-      "------------------------------------------------------------------------------\n",
-      "Usage: %%ai [OPTIONS] MODEL_ID\n",
-      "\n",
-      "  Invokes a language model identified by MODEL_ID, with the prompt being\n",
-      "  contained in all lines after the first. Both local model IDs and global\n",
-      "  model IDs (with the provider ID explicitly prefixed, followed by a colon)\n",
-      "  are accepted.\n",
-      "\n",
-      "  To view available language models, please run `%ai list`.\n",
-      "\n",
-      "Options:\n",
-      "  -f, --format [code|html|image|json|markdown|math|md|text]\n",
-      "                                  IPython display to use when rendering\n",
-      "                                  output. [default=\"markdown\"]\n",
-      "  -r, --reset                     Clears the conversation transcript used when\n",
-      "                                  interacting with an OpenAI chat model\n",
-      "                                  provider. Does nothing with other providers.\n",
+      "  -n, --region-name TEXT          AWS region name, e.g. 'us-east-1'. Required\n",
+      "                                  for SageMaker provider; does nothing with\n",
+      "                                  other providers.\n",
+      "  -q, --request-schema TEXT       The JSON object the endpoint expects, with\n",
+      "                                  the prompt being substituted into any value\n",
+      "                                  that matches the string literal '<prompt>'.\n",
+      "                                  Required for SageMaker provider; does\n",
+      "                                  nothing with other providers.\n",
+      "  -p, --response-path TEXT        A JSONPath string that retrieves the\n",
+      "                                  language model's output from the endpoint's\n",
+      "                                  JSON response. Required for SageMaker\n",
+      "                                  provider; does nothing with other providers.\n",
       "  --help                          Show this message and exit.\n",
       "------------------------------------------------------------------------------\n",
       "Usage: %ai [OPTIONS] COMMAND [ARGS]...\n",
diff --git a/packages/jupyter-ai-magics/jupyter_ai_magics/magics.py b/packages/jupyter-ai-magics/jupyter_ai_magics/magics.py
index 8f6118d15..f9eebcac1 100644
--- a/packages/jupyter-ai-magics/jupyter_ai_magics/magics.py
+++ b/packages/jupyter-ai-magics/jupyter_ai_magics/magics.py
@@ -419,9 +419,7 @@ def display_output(self, output, display_format, md):
         return output_display
 
     def handle_help(self, _: HelpArgs):
-        with click.Context(cell_magic_parser, info_name="%%ai") as ctx:
-            click.echo(cell_magic_parser.get_help(ctx))
-        click.echo('-' * 78)
+        # The line parser's help function prints both cell and line help
         with click.Context(line_magic_parser, info_name="%ai") as ctx:
             click.echo(line_magic_parser.get_help(ctx))