diff --git a/scenarios/evaluate/AI_RedTeaming/AI_RedTeaming.ipynb b/scenarios/evaluate/AI_RedTeaming/AI_RedTeaming.ipynb
index a17ffc18..180c215a 100644
--- a/scenarios/evaluate/AI_RedTeaming/AI_RedTeaming.ipynb
+++ b/scenarios/evaluate/AI_RedTeaming/AI_RedTeaming.ipynb
@@ -36,7 +36,7 @@
     "\n",
     "```bash\n",
     "pip install uv\n",
-    "uv pip install azure-ai-evaluation[redteam] termcolor==2.5.0 azure-identity openai\n",
+    "uv pip install azure-ai-evaluation[redteam] azure-identity openai\n",
     "```\n",
     "\n",
     "\n",
@@ -64,7 +64,7 @@
     "\n",
     "# Azure imports\n",
     "from azure.identity import DefaultAzureCredential, get_bearer_token_provider\n",
-    "from azure.ai.evaluation import RedTeam, RiskCategory, AttackStrategy\n",
+    "from azure.ai.evaluation.red_team import RedTeam, RiskCategory, AttackStrategy\n",
     "\n",
     "# OpenAI imports\n",
     "from openai import AzureOpenAI\n",
@@ -126,6 +126,28 @@
     "azure_openai_api_version = \"2023-12-01-preview\"  # Use the latest API version"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Azure AI Project information\n",
+    "azure_ai_project = {\n",
+    "    \"subscription_id\": os.environ.get(\"AZURE_SUBSCRIPTION_ID\"),\n",
+    "    \"resource_group_name\": os.environ.get(\"AZURE_RESOURCE_GROUP_NAME\"),\n",
+    "    \"project_name\": os.environ.get(\"AZURE_PROJECT_NAME\"),\n",
+    "}\n",
+    "\n",
+    "# Azure OpenAI deployment information\n",
+    "azure_openai_deployment = os.environ.get(\"AZURE_OPENAI_DEPLOYMENT\")  # e.g., \"gpt-4\"\n",
+    "azure_openai_endpoint = os.environ.get(\n",
+    "    \"AZURE_OPENAI_ENDPOINT\"\n",
+    ")  # e.g., \"https://endpoint-name.openai.azure.com/openai/deployments/deployment-name/chat/completions\"\n",
+    "azure_openai_api_key = os.environ.get(\"AZURE_OPENAI_API_KEY\")  # e.g., \"your-api-key\"\n",
+    "azure_openai_api_version = \"2023-12-01-preview\"  # Use the latest API version"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -322,17 +344,17 @@
     "            messages=[\n",
     "                {\"role\": \"user\", \"content\": latest_message},\n",
     "            ],\n",
-    "            max_tokens=500,\n",
-    "            temperature=0.7,\n",
+    "            # max_tokens=500, # If using an o1 base model, comment this line out\n",
+    "            max_completion_tokens=500,  # If using an o1 base model, uncomment this line\n",
+    "            # temperature=0.7, # If using an o1 base model, comment this line out (temperature param not supported for o1 base models)\n",
     "        )\n",
     "\n",
     "        # Format the response to follow the expected chat protocol format\n",
     "        formatted_response = {\"content\": response.choices[0].message.content, \"role\": \"assistant\"}\n",
-    "\n",
-    "        return {\"messages\": [formatted_response]}\n",
     "    except Exception as e:\n",
     "        print(f\"Error calling Azure OpenAI: {e!s}\")\n",
-    "        return \"I encountered an error and couldn't process your request.\""
+    "        formatted_response = \"I encountered an error and couldn't process your request.\"\n",
+    "    return {\"messages\": [formatted_response]}"
    ]
   },
   {
@@ -428,7 +450,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "3-28",
+   "display_name": ".venv",
    "language": "python",
    "name": "python3"
   },