From f4f00ec9aaf1c0c29f381e8ad2150028ffc328ae Mon Sep 17 00:00:00 2001
From: pollfly <75068813+pollfly@users.noreply.github.com>
Date: Thu, 23 May 2024 11:30:04 +0300
Subject: [PATCH] Add references to Gradio and Streamlit apps (#846)

---
 docs/model_registry.md | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/docs/model_registry.md b/docs/model_registry.md
index 76a9f748..66347370 100644
--- a/docs/model_registry.md
+++ b/docs/model_registry.md
@@ -28,6 +28,9 @@ or the experiment that created the model.
 The ClearML web UI visualizes the model catalog for complete observability and lineage of the model lifecycle, providing 
 governance at scale.
 
+Create a visual web interface and interactively demo your models using the [Gradio](webapp/applications/apps_gradio.md) 
+and [Streamlit](webapp/applications/apps_streamlit.md) launcher apps (available under the ClearML Enterprise plan).
+
 [ClearML Serving](clearml_serving/clearml_serving.md) lets you deploy your models, and continue updating them as you 
 continue to train and test new model versions.
 
@@ -198,6 +201,19 @@ See the [Model SDK interface](clearml_sdk/model_sdk.md) for an overview of model
 detailed list of all available methods in the [Model](references/sdk/model_model.md), [OutputModel](references/sdk/model_outputmodel.md), 
 and [InputModel](references/sdk/model_inputmodel.md) reference pages.
 
+## Creating Visual Web Interface
+
+:::important Enterprise Feature
+The Streamlit and Gradio launcher apps are available under the ClearML Enterprise plan.
+:::
+
+Create a visual web interface and interactively demo your models using the [Gradio](webapp/applications/apps_gradio.md) 
+and [Streamlit](webapp/applications/apps_streamlit.md) launcher apps.
+
+The launcher applications spin up a Gradio or Streamlit execution environment and serve your respective app on a machine 
+of your choice. Once you start a launcher instance, you will be provided with an externally accessible link to 
+your Gradio or Streamlit app, where you can make use of your models.
+
 ## Serving Models 
 [ClearML Serving](clearml_serving/clearml_serving.md) provides a command line utility for model deployment and 
 orchestration. It enables model deployment including serving and preprocessing code to a Kubernetes cluster or custom