[Bug fix] quickfix custom configuration doc (#1125)

Co-authored-by: Deven Patel <deven298@yahoo.com>

docs/api-reference/advanced/configuration.mdx

@@ -198,7 +198,7 @@ Alright, let's dive into what each key means in the yaml config above:
         - `max_tokens` (Integer): Controls how many tokens are used in the response.
         - `top_p` (Float): Controls the diversity of word selection. A higher value (closer to 1) makes word selection more diverse.
         - `stream` (Boolean): Controls if the response is streamed back to the user (set to false).
-        - `prompt` (String): A prompt for the model to follow when generating responses, requires $context and $query variables.
+        - `prompt` (String): A prompt for the model to follow when generating responses, requires `$context` and `$query` variables.
         - `system_prompt` (String): A system prompt for the model to follow when generating responses, in this case, it's set to the style of William Shakespeare.
         -  `stream` (Boolean): Controls if the response is streamed back to the user (set to false).
         - `number_documents` (Integer): Number of documents to pull from the vectordb as context, defaults to 1

embedchain/cli.py

@@ -186,7 +186,7 @@ def create(template, extra_args):
         setup_streamlit_io_app()
     elif template == "gradio.app":
         setup_gradio_app()
-    elif template == "hf/gradio.app" or template == "hf/streamlit.app":
+    elif template == "hf/gradio.app" or template == "hf/streamlit.io":
         setup_hf_app()
     else:
         raise ValueError(f"Unknown template '{template}'.")