STRIDES · zbyosufzai · Jan 10, 2025 · Oct 18, 2024 · Oct 21, 2024 · Oct 21, 2024
diff --git a/images/Grounding_new01.png b/images/Grounding_new01.png
diff --git a/images/Grounding_new02.png b/images/Grounding_new02.png
diff --git a/images/Grounding_new03.png b/images/Grounding_new03.png
diff --git a/images/VertexAIIntro01.png b/images/VertexAIIntro01.png
diff --git a/images/VertexAIIntro02.png b/images/VertexAIIntro02.png
diff --git a/images/VertexAIIntro03.png b/images/VertexAIIntro03.png
diff --git a/images/VertexAIIntro04.png b/images/VertexAIIntro04.png
diff --git a/images/VertexAIIntro05.png b/images/VertexAIIntro05.png
diff --git a/images/VertexAIStudioGCP_new01.png b/images/VertexAIStudioGCP_new01.png
diff --git a/images/VertexAIStudioGCP_new05.png b/images/VertexAIStudioGCP_new05.png
diff --git a/images/VertexAIStudioGCP_new06.png b/images/VertexAIStudioGCP_new06.png
diff --git a/images/VertexAIStudioGCP_new07.png b/images/VertexAIStudioGCP_new07.png
diff --git a/images/gcp_rag_structure_data_01.png b/images/gcp_rag_structure_data_01.png
diff --git a/notebooks/GenAI/GCP_Grounding.ipynb b/notebooks/GenAI/GCP_Grounding.ipynb
@@ -121,7 +121,7 @@
    "id": "d2d4afa0-bdf7-4afc-8b74-d3e791bbaebd",
    "metadata": {},
    "source": [
-    "![grounding3](../../images/grounding_3.png)"
+    "![grounding3](../../images/Grounding_new01.png)"
    ]
   },
   {
@@ -169,15 +169,15 @@
    "id": "1df54267-b65c-44cd-a869-9723b7302771",
    "metadata": {},
    "source": [
-    "For this tutorial we'll select our data as unstructured but it also supports structured data in JSONL format and CSVs. Next choose your bucket and click **'CONTINUE'**."
+    "For this tutorial we'll select our data as unstructured but it also supports structured data in CSVs format. Next choose your bucket and click **'CONTINUE'**."
    ]
   },
   {
    "cell_type": "markdown",
    "id": "74e88355-7146-44a5-b30d-9907676dbb02",
    "metadata": {},
    "source": [
-    "![grounding6](../../images/grounding_6.png)"
+    "![grounding6](../../images/Grounding_new02.png)"
    ]
   },
   {
@@ -249,15 +249,15 @@
    "id": "369c112d-2376-43fa-9552-9498479be9fd",
    "metadata": {},
    "source": [
-    "On the console go to Vertex AI and head down to Vertex AI Studio where the playground is. Select the **Language** playground. Grounding works on Text Prompt and Text Chat but for this tutorial we will use **Text Chat**."
+    "On the console go to Vertex AI and head down to Vertex AI Studio where the playground is. Select the **Chat** playground. "
    ]
   },
   {
    "cell_type": "markdown",
    "id": "8c971978-4925-427c-900c-0e8a996c0c91",
    "metadata": {},
    "source": [
-    "![grounding11](../../images/grounding_11.png)"
+    "![grounding11](../../images/Grounding_new03.png)"
    ]
   },
   {