Merge pull request #125 from HeidiSteen/main

Refreshed tutorial steps

Author: HeidiSteen

Tutorial-RAG/Tutorial-rag.ipynb

@@ -185,7 +185,9 @@
    "source": [
     "## Set endpoints\n",
     "\n",
-    "Provide the endpoints you collected in a previous step. You can leave the API keys empty if you enabled role-based authentication. Otherwise, if you can't use roles, provide API keys for each resource."
+    "Provide the endpoints you collected in a previous step. You can leave the API keys empty if you enabled role-based authentication. Otherwise, if you can't use roles, provide API keys for each resource.\n",
+    "\n",
+    "The Azure AI multiservce key must be provided even if you're using roles. The key isn't used on the connection, but it's currently used for billing purposes."
    ]
   },
   {
@@ -196,9 +198,9 @@
    "source": [
     "# Set endpoints and API keys for Azure services\n",
     "AZURE_SEARCH_SERVICE: str = \"PUT YOUR SEARCH SERVICE URL HERE\"\n",
-    "AZURE_SEARCH_KEY: str = \"DELETE IF USING ROLES, OTHERWISE PUT YOUR SEARCH SERVICE ADMIN KEY HERE\"\n",
+    "# AZURE_SEARCH_KEY: str = \"DELETE IF USING ROLES, OTHERWISE PUT YOUR SEARCH SERVICE ADMIN KEY HERE\"\n",
     "AZURE_OPENAI_ACCOUNT: str = \"PUT YOUR AZURE OPENAI ACCOUNT URL HERE\"\n",
-    "AZURE_OPENAI_KEY: str = \"DELETE IF USING ROLES, OTHERWISE PUT YOUR AZURE OPENAI KEY HERE\"\n",
+    "# AZURE_OPENAI_KEY: str = \"DELETE IF USING ROLES, OTHERWISE PUT YOUR AZURE OPENAI KEY HERE\"\n",
     "AZURE_AI_MULTISERVICE_ACCOUNT: str = \"PUT YOUR AZURE AI MULTISERVICE ACCOUNT URL HERE\"\n",
     "AZURE_AI_MULTISERVICE_KEY: str = \"PUT YOUR AZURE AI MULTISERVICE KEY HERE. ROLES ARE USED TO CONNECT. KEY IS USED FOR BILLING.\"\n",
     "AZURE_STORAGE_CONNECTION: str = \"PUT YOUR AZURE STORAGE CONNECTION STRING HERE (see example below for syntax)\"\n",
@@ -513,7 +515,9 @@
    "source": [
     "## Search using a chat model\n",
     "\n",
-    "This script sends a query, the query response, and a prompt to an LLM for chat completion. This time, the response is created using generative AI."
+    "This script sends a query, the query response, and a prompt to an LLM for chat completion. This time, the response is created using generative AI.\n",
+    "\n",
+    "For more information about this step, its behaviors, and changing the settings, revisit [Search and generate answers](https://learn.microsoft.com/azure/search/tutorial-rag-build-solution-query) in the tutorial."
    ]
   },
   {
@@ -578,6 +582,11 @@
     "\n",
     "print(response.choices[0].message.content)"
    ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": []
   }
  ],
  "metadata": {