docs: update slack toolkit ipynb in integration (#19219)

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- **PR message**:
- **Description:** Update the slack toolkit doc to use an agent that
support multiple inputs. Using ReAct agent will cause a ValidationError
when invoking the slack tools. This is because the agent return a string
like `'{"channel": "C05LDF54S21", "message": "Hello, world!"}'` but the
ReAct agent does not support multiple inputs.
- **Issue:** This is related to this
[Discussion#18083](https://github.com/langchain-ai/langchain/discussions/18083)
    - **Dependencies:** No dependencies required

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If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
pull/19286/head
HatsuneMK00 7 months ago committed by GitHub
parent ff31cc1648
commit 4761c09e94
No known key found for this signature in database
GPG Key ID: B5690EEEBB952194

@ -124,7 +124,7 @@
"outputs": [],
"source": [
"from langchain import hub\n",
"from langchain.agents import AgentExecutor, create_react_agent\n",
"from langchain.agents import AgentExecutor, create_openai_tools_agent\n",
"from langchain_openai import ChatOpenAI"
]
},
@ -135,8 +135,8 @@
"outputs": [],
"source": [
"llm = ChatOpenAI(temperature=0, model=\"gpt-4\")\n",
"prompt = hub.pull(\"hwchase17/react\")\n",
"agent = create_react_agent(\n",
"prompt = hub.pull(\"hwchase17/openai-tools-agent\")\n",
"agent = create_openai_tools_agent(\n",
" tools=toolkit.get_tools(),\n",
" llm=llm,\n",
" prompt=prompt,\n",
@ -151,7 +151,9 @@
"outputs": [],
"source": [
"agent_executor.invoke(\n",
" {\"input\": \"Send a greeting to my coworkers in the #general channel.\"}\n",
" {\n",
" \"input\": \"Send a greeting to my coworkers in the #general channel. Note use `channel` as key of channel id, and `message` as key of content to sent in the channel.\"\n",
" }\n",
")"
]
},

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