diff --git a/en/docs/api-analytics/choreo-analytics/getting-started-guide.md b/en/docs/api-analytics/choreo-analytics/getting-started-guide.md
index b36f55212d..ccd4eede6a 100644
--- a/en/docs/api-analytics/choreo-analytics/getting-started-guide.md
+++ b/en/docs/api-analytics/choreo-analytics/getting-started-guide.md
@@ -12,13 +12,13 @@ Follow the instructions below to sign in to Choreo.
2. Sign-in to Choreo.
- [![Choreo sign-in options]({{base_path}}/assets/img/observe/sign-in-choreo.png){: style="width:30%"}]({{base_path}}/assets/img/observe/sign-in-choreo.png)
+ [![Choreo sign-in options]({{base_path}}/assets/img/observe/sign-in-choreo.png)]({{base_path}}/assets/img/observe/sign-in-choreo.png)
## Step 2 - Register your environment
Follow the instructions below to register your on-premise environment:
-1. Click on the user profile in the top right corner of the screen and select **Settings**.
+1. Click the **Settings** on the bottom left corner.
[![Settings Menu]({{base_path}}/assets/img/observe/settings-menu.png)]({{base_path}}/assets/img/observe/settings-menu.png)
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diff --git a/en/docs/assets/img/observe/sign-in-choreo.png b/en/docs/assets/img/observe/sign-in-choreo.png
index 90d71561c6..193fa2b8d2 100644
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diff --git a/en/docs/consume/discover-apis/marketplace-assistant.md b/en/docs/consume/discover-apis/marketplace-assistant.md
new file mode 100644
index 0000000000..cf438118fb
--- /dev/null
+++ b/en/docs/consume/discover-apis/marketplace-assistant.md
@@ -0,0 +1,66 @@
+# Marketplace Assistant Getting Started Guide
+
+The Marketplace Assistant is a powerful tool provided by API Manager, utilizing AI to chat with your APIs and offer recommendations, moving beyond traditional keyword searches.
+
+[![Choreo sign-in options]({{base_path}}/assets/img/get_started/marketplace-assistant.png)]({{base_path}}/assets/img/get_started/marketplace-assistant.png)
+
+To begin using the Assistant, you need to register with Choreo. Follow the steps below to get started with the Marketplace Assistant:
+
+If you've previously registered your environment for the API-Chat, you can utilize the same credentials for the Marketplace Assistant. Otherwise, follow these steps to register your on-premise environment:
+
+## Step 1 - Sign in to Choreo
+
+1. Navigate to Choreo using the following URL.
+
+ https://console.choreo.dev.
+
+2. Sign-in to Choreo.
+
+ [![Choreo sign-in options]({{base_path}}/assets/img/observe/sign-in-choreo.png)]({{base_path}}/assets/img/observe/sign-in-choreo.png)
+
+## Step 2 - Register your environment
+
+Follow the instructions below to register your on-premise environment:
+
+1. Click the **Settings** on the bottom left corner.
+
+ [![Settings Menu]({{base_path}}/assets/img/observe/settings-menu.png)]({{base_path}}/assets/img/observe/settings-menu.png)
+
+2. If you are a member of multiple organizations, select the appropriate organization from the top left-hand corner.
+
+ [![Org Selector]({{base_path}}/assets/img/observe/organization-selector.png)]({{base_path}}/assets/img/observe/organization-selector.png)
+
+3. Select the **On-prem Keys** tab and click **Generate Key**.
+
+ [![On-prem Key]({{base_path}}/assets/img/observe/on-prem-key.png)]({{base_path}}/assets/img/observe/on-prem-key.png)
+
+4. Enter a suitable name for your environment (e.g., customer1-dev).
+
+5. Click **Generate**.
+6. Copy the key that was generated before closing the dialog box.
+
+## Step 3 - Configure API Manager
+
+To enable the Marketplace Assistant and populate the vector database, the API Manager requires configuration. Follow these steps:
+
+### Configure the deployment.toml
+
+1. Open the `/repository/conf/deployment.toml` file and update the `[apim.ai]` config segment as follows:
+
+ ```toml
+ [apim.ai]
+ enable = true
+ endpoint = "https://e95488c8-8511-4882-967f-ec3ae2a0f86f-dev.e1-us-east-azure.choreoapis.dev/lgpt/interceptor-service/interceptor-service-be2/v1.0"
+ token = "