Update and rename GCP_Agent_Builder.ipynb to GCP_AI_Applications.ipynb

Author: zbyosufzai

notebooks/GenAI/GCP_Agent_Builder.ipynb notebooks/GenAI/GCP_AI_Applications.ipynbnotebooks/GenAI/GCP_Agent_Builder.ipynb renamed to notebooks/GenAI/GCP_AI_Applications.ipynb

@@ -13,7 +13,7 @@
    "id": "9551cc2f-a5b5-4fc5-a864-2fc731f2c310",
    "metadata": {},
    "source": [
-    "# Google Cloud Agent Builder"
+    "# Google Cloud AI Applications"
    ]
   },
   {
@@ -29,7 +29,7 @@
    "id": "fbb045c4-b33f-4499-8d3d-c8545206e3ac",
    "metadata": {},
    "source": [
-    "Google Cloud's **Agent Builder** feature is designed to help you build AI-powered systems, like chatbots or automated assistants, quickly and easily. It provides pre-built components (agents) for different tasks, which you can connect and customize to create sophisticated systems. You can also integrate Google's AI features like natural language processing for better performance."
+    "Google Cloud's **AI Applications** (formerly known as Agent Builder Apps) feature is designed to help you build AI-powered systems, like chatbots or automated assistants, quickly and easily. It provides pre-built components (agents) for different tasks, which you can connect and customize to create sophisticated systems. You can also integrate Google's AI features like natural language processing for better performance. Agent Builder has been moved under Vertex AI as a tool to deploy and scale AI agents and endpoints."
    ]
   },
   {
@@ -45,7 +45,7 @@
    "id": "bee49850-f4be-4d69-84f7-1492d5e2d23d",
    "metadata": {},
    "source": [
-    "- Learn how to create an agent in Agent Builder\n",
+    "- Learn how to create an agent in AI Applications\n",
     "- Learn to create an data source tool"
    ]
   },
@@ -62,7 +62,7 @@
    "id": "f7456c7a-a3c8-427e-acdc-5c446d05871d",
    "metadata": {},
    "source": [
-    "You must have enabled the Vertex AI, Compute Engine, and Agent Builder APIs."
+    "You must have enabled the Vertex AI, Compute Engine, and AI Applications APIs."
    ]
   },
   {
@@ -78,8 +78,8 @@
    "id": "dac79a5d-c11b-4349-b96c-5c3dae0ed551",
    "metadata": {},
    "source": [
-    "This tutorial will cost up to ~$6, pricing is based on the cost of Agent Builder and Jupyter notebooks.\n",
-    "For this tutorial we used a n2-standard-2 instance to run the python commands and created a Agent App [Google Cloud Pricing Calculator](https://cloud.google.com/products/calculator?hl=en)."
+    "This tutorial will cost up to ~$6, pricing is based on the cost of AI Applications and Jupyter notebooks.\n",
+    "For this tutorial we used a n2-standard-2 instance to run the python commands and created a App [Google Cloud Pricing Calculator](https://cloud.google.com/products/calculator?hl=en)."
    ]
   },
   {
@@ -216,13 +216,13 @@
    "id": "bfe28a30-ec48-4257-b342-1fc8c3954510",
    "metadata": {},
    "source": [
-    "Agent Builder allows you to create different apps such as:\n",
+    "AI Applications allows you to create different apps such as:\n",
     "- Chatbots\n",
     "- Search engine\n",
     "- Recommendations bot\n",
     "- Agent development\n",
     "\n",
-    "For this tutorial we are creating a GenAI agent to help guide our chatbot in certain situations. Start by searching up **'Agent Builder'** on the console. Then once you are on the page shown below click **'CREATE APP'**."
+    "For this tutorial we are creating a GenAI agent to help guide our chatbot in certain situations. Start by searching up **'AI Applications'** on the console. Then once you are on the page shown below click **'CREATE APP'**."
    ]
   },
   {
@@ -426,7 +426,7 @@
    "id": "ccd0d718-eb6f-43b3-afe1-ec56d8108ef3",
    "metadata": {},
    "source": [
-    "As you can see from the image below Google Cloud's Agent builder support the following data sources but for this tutorial we will use **'Cloud Storage'** as our data source."
+    "As you can see from the image below Google Cloud's AI Applications support the following data sources but for this tutorial we will use **'Cloud Storage'** as our data source."
    ]
   },
   {
@@ -680,7 +680,7 @@
    "id": "7eab87e5-6564-4040-96e7-ff858d950183",
    "metadata": {},
    "source": [
-    "Please remember to delete or stop your **Jupyter notebook** and delete your **data store** and **search app** on Agent Builder to prevent incurring charges. And if you have created any other services like buckets, please remember to delete them as well."
+    "Please remember to delete or stop your **Jupyter notebook** and delete your **data store** and **search app** on AI Applications to prevent incurring charges. And if you have created any other services like buckets, please remember to delete them as well."
    ]
   }
  ],