diff --git a/oci-artificial-intelligence/documentunderstanding-opensearch/2-integration/integration.md b/oci-artificial-intelligence/documentunderstanding-opensearch/2-integration/integration.md
index 2c6b4893f..507bdb8e9 100644
--- a/oci-artificial-intelligence/documentunderstanding-opensearch/2-integration/integration.md
+++ b/oci-artificial-intelligence/documentunderstanding-opensearch/2-integration/integration.md
@@ -386,7 +386,7 @@ Unable to test connection RestVisionAI_1711400081.
     Currently (March 2024), "Document understanding" is not available in some regions (ex: Chicago). 
     
     If it is your case:  
-    - Import the OIC package "oic/chicago/OPENSEARCH_OIC_CHICAGO.par" instead. 
+    - Import the OIC package "oic/chicago/OPENSEARCH\_OIC\_CHICAGO.par" instead. 
     - Use any other region to configure the "Document Understanding" rest endpoint (ex: ashburn region) 
 
 ## Acknowledgements
diff --git a/oci-genai-agent-ext-lab/4-digital-assistant/digital-assistant.md b/oci-genai-agent-ext-lab/4-digital-assistant/digital-assistant.md
index 8998d4cec..462fa2854 100644
--- a/oci-genai-agent-ext-lab/4-digital-assistant/digital-assistant.md
+++ b/oci-genai-agent-ext-lab/4-digital-assistant/digital-assistant.md
@@ -72,17 +72,21 @@ Estimated time: 30 min
    ![Import](images/oda-import.png)
 3. Open the imported skill by clicking its tile
    ![Skill](images/oda-skill.png)
-4. Click 'Train' in the top-right
+4. Edit the settings 
+   ![Skill](images/oda-settings.png)
+5. Replace de Value with the Generative AI Agent endpoint OCID:
+   ![Skill](images/oda-agentendpoint.png)
+6. Click 'Train' in the top-right
    ![Train](images/oda-train.png)
-5. Select 'Trainer Tm' and press 'Submit'
+7. Select 'Trainer Tm' and press 'Submit'
    ![TrainTm](images/oda-train-tm.png)
-6. During training we can have familiarize ourselves with the flow that calls AI Agent
+8. During training we can have familiarize ourselves with the flow that calls AI Agent
    ![Flow](images/oda-flow.png)
-7. When training is finished we can click 'Preview' in the top-right
+9. When training is finished we can click 'Preview' in the top-right
    ![Preview](images/oda-preview.png)
-8. In the tester we can ask a question about the content in our AI Agent
+10. In the tester we can ask a question about the content in our AI Agent
    ![odaTester](images/oda-tester.png)
-9. Beside the answer coming from AI Agent, we can also see how the flow executed on the right
+11. Beside the answer coming from AI Agent, we can also see how the flow executed on the right
    ![TesterResp](images/oda-tester-resp.png)
 
 ## Task 4: Creating the web channel
@@ -101,6 +105,7 @@ Estimated time: 30 min
     - Copy the Channel Id and save for later
     ![Channel3](images/oda-channel3.png)
 4. Go back to the OCI cloud shell where you installed the previous lab and edit the settings.js as follows:
+
     ```
     <copy>
     ./starter.sh ssh bastion
@@ -111,10 +116,11 @@ Estimated time: 30 min
     vi settings.js
     </copy>
     ```
+
     - The hostname part of your ODA console (without https://)
     - The Channel ID copied in the previous step
     ![WebSettings](images/oda-web-settings.png)
-5. In your browser, open the web-widget with http://##BASTION\_IP##
+5. In your browser, open the web-widget with http://##BASTION\_IP## (You got that URL at the end of Lab 1)
     ![Webchat](images/oda-webchat.png)
 
 
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