2147 - Fix notebook bug to make a copy of configs for each agent

notebook/agentchat_groupchat_RAG.ipynb

@@ -117,27 +117,31 @@
     "    description=\"Assistant who has extra content retrieval power for solving difficult problems.\",\n",
     ")\n",
     "\n",
+    "\n",
+    "coder_llm_config = llm_config.copy()\n",
     "coder = AssistantAgent(\n",
     "    name=\"Senior_Python_Engineer\",\n",
     "    is_termination_msg=termination_msg,\n",
     "    system_message=\"You are a senior python engineer, you provide python code to answer questions. Reply `TERMINATE` in the end when everything is done.\",\n",
-    "    llm_config=llm_config,\n",
+    "    llm_config={\"config_list\": config_list},\n",
     "    description=\"Senior Python Engineer who can write code to solve problems and answer questions.\",\n",
     ")\n",
     "\n",
+    "pm_llm_config = llm_config.copy()\n",
     "pm = autogen.AssistantAgent(\n",
     "    name=\"Product_Manager\",\n",
     "    is_termination_msg=termination_msg,\n",
     "    system_message=\"You are a product manager. Reply `TERMINATE` in the end when everything is done.\",\n",
-    "    llm_config=llm_config,\n",
+    "    llm_config={\"config_list\": config_list},\n",
     "    description=\"Product Manager who can design and plan the project.\",\n",
     ")\n",
     "\n",
+    "reviewer_llm_config = llm_config.copy()\n",
     "reviewer = autogen.AssistantAgent(\n",
     "    name=\"Code_Reviewer\",\n",
     "    is_termination_msg=termination_msg,\n",
     "    system_message=\"You are a code reviewer. Reply `TERMINATE` in the end when everything is done.\",\n",
-    "    llm_config=llm_config,\n",
+    "    llm_config={\"config_list\": config_list},\n",
     "    description=\"Code Reviewer who can review the code.\",\n",
     ")\n",
     "\n",