add links

Author: bilgeyucel

notebooks/vertexai-gemini-examples.ipynb

@@ -28,7 +28,7 @@
         "\n",
         "As a prerequisite, you need to have a Google Cloud Project set up that has access to Gemini. Following that, you'll only need to authenticate yourself in this Colab.\n",
         "\n",
-        "First thing first we need to install our dependencies.\n"
+        "First thing first we need to install our dependencies including [Google Gen AI](https://haystack.deepset.ai/integrations/google-genai) integration:\n"
       ]
     },
     {
@@ -106,7 +106,7 @@
       "source": [
         "### Answer Questions\n",
         "\n",
-        "Now that we setup everything we can create an instance of our `GoogleGenAIChatGenerator`. This component supports both Gemini and Vertex AI. For this demo, we will set `api=\"vertex\"`, and pass our project_id as vertex_ai_project."
+        "Now that we setup everything we can create an instance of our [`GoogleGenAIChatGenerator`](https://docs.haystack.deepset.ai/docs/googlegenaichatgenerator). This component supports both Gemini and Vertex AI. For this demo, we will set `api=\"vertex\"`, and pass our project_id as vertex_ai_project."
       ]
     },
     {
@@ -346,11 +346,13 @@
         "id": "xk2SAGT_l25K"
       },
       "source": [
-        "Now you've seen some of what Gemini can do, as well as how to integrate it with Haystack. If you want to learn more:\n",
-        "- check out the Haystack [docs](https://docs.haystack.deepset.ai/docs) or [tutorials](https://haystack.deepset.ai/tutorials)\n",
-        "- Try out the [Gemini quickstart colab from Google](https://colab.research.google.com/github/google/generative-ai-docs/blob/main/site/en/tutorials/python_quickstart.ipynb#scrollTo=IqFXdgDFRvlU)\n",
-        "- Participate in the [Advent of Haystack](https://haystack.deepset.ai/advent-of-haystack)"
+        "Now you've seen some of what Gemini can do, as well as how to integrate it with Haystack. If you want to learn more, check out the Haystack [docs](https://docs.haystack.deepset.ai/docs) or [tutorials](https://haystack.deepset.ai/tutorials)"
       ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {},
+      "source": []
     }
   ],
   "metadata": {