diff --git a/00_environment_setup.ipynb b/00_environment_setup.ipynb
index 9b3e183..2e44fd3 100644
--- a/00_environment_setup.ipynb
+++ b/00_environment_setup.ipynb
@@ -39,8 +39,8 @@
       "Requirement already satisfied: langchain-openai in c:\\dev\\openai\\azureopenaitutorial\\.venv\\lib\\site-packages (0.1.23)\n",
       "Requirement already satisfied: pandas in c:\\dev\\openai\\azureopenaitutorial\\.venv\\lib\\site-packages (2.2.2)\n",
       "Requirement already satisfied: langchain_community in c:\\dev\\openai\\azureopenaitutorial\\.venv\\lib\\site-packages (0.2.13)\n",
-      "Collecting pyautogen\n",
-      "  Downloading pyautogen-0.2.35-py3-none-any.whl.metadata (27 kB)\n",
+      "Collecting ag2\n",
+      "  Downloading ag2-0.2.35-py3-none-any.whl.metadata (27 kB)\n",
       "Requirement already satisfied: anyio<5,>=3.5.0 in c:\\dev\\openai\\azureopenaitutorial\\.venv\\lib\\site-packages (from openai) (4.4.0)\n",
       "Requirement already satisfied: distro<2,>=1.7.0 in c:\\dev\\openai\\azureopenaitutorial\\.venv\\lib\\site-packages (from openai) (1.9.0)\n",
       "Requirement already satisfied: httpx<1,>=0.23.0 in c:\\dev\\openai\\azureopenaitutorial\\.venv\\lib\\site-packages (from openai) (0.27.2)\n",
@@ -67,13 +67,13 @@
       "Requirement already satisfied: pytz>=2020.1 in c:\\dev\\openai\\azureopenaitutorial\\.venv\\lib\\site-packages (from pandas) (2024.1)\n",
       "Requirement already satisfied: tzdata>=2022.7 in c:\\dev\\openai\\azureopenaitutorial\\.venv\\lib\\site-packages (from pandas) (2024.1)\n",
       "Requirement already satisfied: dataclasses-json<0.7,>=0.5.7 in c:\\dev\\openai\\azureopenaitutorial\\.venv\\lib\\site-packages (from langchain_community) (0.6.7)\n",
-      "Collecting diskcache (from pyautogen)\n",
+      "Collecting diskcache (from ag2)\n",
       "  Downloading diskcache-5.6.3-py3-none-any.whl.metadata (20 kB)\n",
-      "Collecting docker (from pyautogen)\n",
+      "Collecting docker (from ag2)\n",
       "  Downloading docker-7.1.0-py3-none-any.whl.metadata (3.8 kB)\n",
-      "Collecting flaml (from pyautogen)\n",
+      "Collecting flaml (from ag2)\n",
       "  Downloading FLAML-2.2.0-py3-none-any.whl.metadata (15 kB)\n",
-      "Collecting termcolor (from pyautogen)\n",
+      "Collecting termcolor (from ag2)\n",
       "  Downloading termcolor-2.4.0-py3-none-any.whl.metadata (6.1 kB)\n",
       "Requirement already satisfied: aiohappyeyeballs>=2.3.0 in c:\\dev\\openai\\azureopenaitutorial\\.venv\\lib\\site-packages (from aiohttp<4.0.0,>=3.8.3->langchain) (2.4.0)\n",
       "Requirement already satisfied: aiosignal>=1.1.2 in c:\\dev\\openai\\azureopenaitutorial\\.venv\\lib\\site-packages (from aiohttp<4.0.0,>=3.8.3->langchain) (1.3.1)\n",
@@ -96,22 +96,22 @@
       "Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\dev\\openai\\azureopenaitutorial\\.venv\\lib\\site-packages (from requests<3,>=2->langchain) (2.2.2)\n",
       "Requirement already satisfied: greenlet!=0.4.17 in c:\\dev\\openai\\azureopenaitutorial\\.venv\\lib\\site-packages (from SQLAlchemy<3,>=1.4->langchain) (3.0.3)\n",
       "Requirement already satisfied: colorama in c:\\dev\\openai\\azureopenaitutorial\\.venv\\lib\\site-packages (from tqdm>4->openai) (0.4.6)\n",
-      "Requirement already satisfied: pywin32>=304 in c:\\dev\\openai\\azureopenaitutorial\\.venv\\lib\\site-packages (from docker->pyautogen) (306)\n",
+      "Requirement already satisfied: pywin32>=304 in c:\\dev\\openai\\azureopenaitutorial\\.venv\\lib\\site-packages (from docker->ag2) (306)\n",
       "Requirement already satisfied: jsonpointer>=1.9 in c:\\dev\\openai\\azureopenaitutorial\\.venv\\lib\\site-packages (from jsonpatch<2.0,>=1.33->langchain-core<0.3.0,>=0.2.35->langchain) (3.0.0)\n",
       "Requirement already satisfied: mypy-extensions>=0.3.0 in c:\\dev\\openai\\azureopenaitutorial\\.venv\\lib\\site-packages (from typing-inspect<1,>=0.4.0->dataclasses-json<0.7,>=0.5.7->langchain_community) (1.0.0)\n",
-      "Downloading pyautogen-0.2.35-py3-none-any.whl (318 kB)\n",
+      "Downloading ag2-0.2.35-py3-none-any.whl (318 kB)\n",
       "Downloading diskcache-5.6.3-py3-none-any.whl (45 kB)\n",
       "Downloading docker-7.1.0-py3-none-any.whl (147 kB)\n",
       "Downloading FLAML-2.2.0-py3-none-any.whl (297 kB)\n",
       "Downloading termcolor-2.4.0-py3-none-any.whl (7.7 kB)\n",
-      "Installing collected packages: termcolor, flaml, diskcache, docker, pyautogen\n",
-      "Successfully installed diskcache-5.6.3 docker-7.1.0 flaml-2.2.0 pyautogen-0.2.35 termcolor-2.4.0\n",
+      "Installing collected packages: termcolor, flaml, diskcache, docker, ag2\n",
+      "Successfully installed diskcache-5.6.3 docker-7.1.0 flaml-2.2.0 ag2-0.2.35 termcolor-2.4.0\n",
       "Note: you may need to restart the kernel to use updated packages.\n"
      ]
     }
    ],
    "source": [
-    "pip install openai python-dotenv langchain plotly scikit-learn tiktoken faiss-cpu langchain-openai pandas langchain_community pyautogen"
+    "pip install openai python-dotenv langchain plotly scikit-learn tiktoken faiss-cpu langchain-openai pandas langchain_community ag2"
    ]
   },
   {