diff --git a/docs/extras/modules/agents/agent_types/openai_multi_functions_agent.ipynb b/docs/extras/modules/agents/agent_types/openai_multi_functions_agent.ipynb
index 838544bf..2e6181d6 100644
--- a/docs/extras/modules/agents/agent_types/openai_multi_functions_agent.ipynb
+++ b/docs/extras/modules/agents/agent_types/openai_multi_functions_agent.ipynb
@@ -5,7 +5,7 @@
    "id": "9502d5b0",
    "metadata": {},
    "source": [
-    "# OpenAI Functions Agent\n",
+    "# OpenAI Multi Functions Agent\n",
     "\n",
     "This notebook showcases using an agent that uses the OpenAI functions ability to respond to the prompts of the user using a Large Language Model\n",
     "\n",
@@ -16,27 +16,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "id": "c0a83623",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/harrisonchase/.pyenv/versions/3.9.1/envs/langchain/lib/python3.9/site-packages/deeplake/util/check_latest_version.py:32: UserWarning: A newer version of deeplake (3.6.5) is available. It's recommended that you update to the latest version using `pip install -U deeplake`.\n",
-      "  warnings.warn(\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "from langchain import (\n",
-    "    LLMMathChain,\n",
-    "    OpenAI,\n",
-    "    SerpAPIWrapper,\n",
-    "    SQLDatabase,\n",
-    "    SQLDatabaseChain,\n",
-    ")\n",
+    "from langchain import SerpAPIWrapper\n",
     "from langchain.agents import initialize_agent, Tool\n",
     "from langchain.agents import AgentType\n",
     "from langchain.chat_models import ChatOpenAI"
@@ -47,21 +32,15 @@
    "id": "86198d9c",
    "metadata": {},
    "source": [
-    "The agent is given ability to perform 3 search functionalities with the respective tools\n",
+    "The agent is given ability to perform search functionalities with the respective tool\n",
     "\n",
     "SerpAPIWrapper:\n",
-    ">This initializes the SerpAPIWrapper for search functionality (search).\n",
-    "\n",
-    "LLMMathChain Initialization:\n",
-    ">This component provides math-related functionality.\n",
-    "\n",
-    "SQL Database Initialization:\n",
-    ">This component provides the agent to query in Custom Data Base.\n"
+    ">This initializes the SerpAPIWrapper for search functionality (search).\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "id": "6fefaba2",
    "metadata": {},
    "outputs": [],
@@ -86,7 +65,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "id": "9ff6cee9",
    "metadata": {},
    "outputs": [],
@@ -128,7 +107,7 @@
       "    \"System: You are a helpful AI assistant.\\nHuman: What is the weather in LA and SF?\"\n",
       "  ]\n",
       "}\n",
-      "\u001b[36;1m\u001b[1;3m[llm/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 2:llm:ChatOpenAI] [2.76s] Exiting LLM run with output:\n",
+      "\u001b[36;1m\u001b[1;3m[llm/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 2:llm:ChatOpenAI] [2.91s] Exiting LLM run with output:\n",
       "\u001b[0m{\n",
       "  \"generations\": [\n",
       "    [\n",
@@ -160,11 +139,11 @@
       "}\n",
       "\u001b[32;1m\u001b[1;3m[tool/start]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 3:tool:Search] Entering Tool run with input:\n",
       "\u001b[0m\"{'tool_input': 'weather in Los Angeles'}\"\n",
-      "\u001b[36;1m\u001b[1;3m[tool/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 3:tool:Search] [112.99199999999999ms] Exiting Tool run with output:\n",
+      "\u001b[36;1m\u001b[1;3m[tool/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 3:tool:Search] [608.693ms] Exiting Tool run with output:\n",
       "\u001b[0m\"Mostly cloudy early, then sunshine for the afternoon. High 76F. Winds SW at 5 to 10 mph. Humidity59%.\"\n",
       "\u001b[32;1m\u001b[1;3m[tool/start]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 4:tool:Search] Entering Tool run with input:\n",
       "\u001b[0m\"{'tool_input': 'weather in San Francisco'}\"\n",
-      "\u001b[36;1m\u001b[1;3m[tool/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 4:tool:Search] [522.576ms] Exiting Tool run with output:\n",
+      "\u001b[36;1m\u001b[1;3m[tool/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 4:tool:Search] [517.475ms] Exiting Tool run with output:\n",
       "\u001b[0m\"Partly cloudy this evening, then becoming cloudy after midnight. Low 53F. Winds WSW at 10 to 20 mph. Humidity83%.\"\n",
       "\u001b[32;1m\u001b[1;3m[llm/start]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 5:llm:ChatOpenAI] Entering LLM run with input:\n",
       "\u001b[0m{\n",
@@ -172,7 +151,7 @@
       "    \"System: You are a helpful AI assistant.\\nHuman: What is the weather in LA and SF?\\nAI: {'name': 'tool_selection', 'arguments': '{\\\\n  \\\"actions\\\": [\\\\n    {\\\\n      \\\"action_name\\\": \\\"Search\\\",\\\\n      \\\"action\\\": {\\\\n        \\\"tool_input\\\": \\\"weather in Los Angeles\\\"\\\\n      }\\\\n    },\\\\n    {\\\\n      \\\"action_name\\\": \\\"Search\\\",\\\\n      \\\"action\\\": {\\\\n        \\\"tool_input\\\": \\\"weather in San Francisco\\\"\\\\n      }\\\\n    }\\\\n  ]\\\\n}'}\\nFunction: Mostly cloudy early, then sunshine for the afternoon. High 76F. Winds SW at 5 to 10 mph. Humidity59%.\\nAI: {'name': 'tool_selection', 'arguments': '{\\\\n  \\\"actions\\\": [\\\\n    {\\\\n      \\\"action_name\\\": \\\"Search\\\",\\\\n      \\\"action\\\": {\\\\n        \\\"tool_input\\\": \\\"weather in Los Angeles\\\"\\\\n      }\\\\n    },\\\\n    {\\\\n      \\\"action_name\\\": \\\"Search\\\",\\\\n      \\\"action\\\": {\\\\n        \\\"tool_input\\\": \\\"weather in San Francisco\\\"\\\\n      }\\\\n    }\\\\n  ]\\\\n}'}\\nFunction: Partly cloudy this evening, then becoming cloudy after midnight. Low 53F. Winds WSW at 10 to 20 mph. Humidity83%.\"\n",
       "  ]\n",
       "}\n",
-      "\u001b[36;1m\u001b[1;3m[llm/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 5:llm:ChatOpenAI] [1.88s] Exiting LLM run with output:\n",
+      "\u001b[36;1m\u001b[1;3m[llm/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor > 5:llm:ChatOpenAI] [2.33s] Exiting LLM run with output:\n",
       "\u001b[0m{\n",
       "  \"generations\": [\n",
       "    [\n",
@@ -197,7 +176,7 @@
       "  },\n",
       "  \"run\": null\n",
       "}\n",
-      "\u001b[36;1m\u001b[1;3m[chain/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor] [5.28s] Exiting Chain run with output:\n",
+      "\u001b[36;1m\u001b[1;3m[chain/end]\u001b[0m \u001b[1m[1:chain:AgentExecutor] [6.37s] Exiting Chain run with output:\n",
       "\u001b[0m{\n",
       "  \"output\": \"The weather in Los Angeles is mostly cloudy with a high of 76°F and a humidity of 59%. The weather in San Francisco is partly cloudy in the evening, becoming cloudy after midnight, with a low of 53°F and a humidity of 83%.\"\n",
       "}\n"
diff --git a/pyproject.toml b/pyproject.toml
index 5c784a08..e35caed6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langchain"
-version = "0.0.207"
+version = "0.0.208"
 description = "Building applications with LLMs through composability"
 authors = []
 license = "MIT"