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docs: tool call nits (#20356)

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docs/docs/modules/agents/agent_types/index.mdx
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@ -33,7 +33,7 @@ Our commentary on when you should consider using this agent type.
| Agent Type | Intended Model Type | Supports Chat History | Supports Multi-Input Tools | Supports Parallel Function Calling | Required Model Params | When to Use | API | | Agent Type | Intended Model Type | Supports Chat History | Supports Multi-Input Tools | Supports Parallel Function Calling | Required Model Params | When to Use | API |
|--------------------------------------------|---------------------|-----------------------|----------------------------|-------------------------------------|----------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------| |--------------------------------------------|---------------------|-----------------------|----------------------------|-------------------------------------|----------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------|
| [Tool Calling](/docs/modules/agents/agent_types/tool_calling) | Chat | ✅ | ✅ | ✅ | `tools` | If you are using a tool-calling model | TODO: Ref | | [Tool Calling](/docs/modules/agents/agent_types/tool_calling) | Chat | ✅ | ✅ | ✅ | `tools` | If you are using a tool-calling model | [Ref](https://api.python.langchain.com/en/latest/agents/langchain.agents.tool_calling_agent.base.create_tool_calling_agent.html) |
| [OpenAI Tools](./openai_tools) | Chat | ✅ | ✅ | ✅ | `tools` | [Legacy] If you are using a recent OpenAI model (`1106` onwards). Generic Tool Calling agent recommended instead. | [Ref](https://api.python.langchain.com/en/latest/agents/langchain.agents.openai_tools.base.create_openai_tools_agent.html) | | [OpenAI Tools](./openai_tools) | Chat | ✅ | ✅ | ✅ | `tools` | [Legacy] If you are using a recent OpenAI model (`1106` onwards). Generic Tool Calling agent recommended instead. | [Ref](https://api.python.langchain.com/en/latest/agents/langchain.agents.openai_tools.base.create_openai_tools_agent.html) |
| [OpenAI Functions](./openai_functions_agent)| Chat | ✅ | ✅ | | `functions` | [Legacy] If you are using an OpenAI model, or an open-source model that has been finetuned for function calling and exposes the same `functions` parameters as OpenAI. Generic Tool Calling agent recommended instead | [Ref](https://api.python.langchain.com/en/latest/agents/langchain.agents.openai_functions_agent.base.create_openai_functions_agent.html) | | [OpenAI Functions](./openai_functions_agent)| Chat | ✅ | ✅ | | `functions` | [Legacy] If you are using an OpenAI model, or an open-source model that has been finetuned for function calling and exposes the same `functions` parameters as OpenAI. Generic Tool Calling agent recommended instead | [Ref](https://api.python.langchain.com/en/latest/agents/langchain.agents.openai_functions_agent.base.create_openai_functions_agent.html) |
| [XML](./xml_agent) | LLM | ✅ | | | | If you are using Anthropic models, or other models good at XML | [Ref](https://api.python.langchain.com/en/latest/agents/langchain.agents.xml.base.create_xml_agent.html) | | [XML](./xml_agent) | LLM | ✅ | | | | If you are using Anthropic models, or other models good at XML | [Ref](https://api.python.langchain.com/en/latest/agents/langchain.agents.xml.base.create_xml_agent.html) |

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docs/docs/modules/model_io/chat/function_calling.mdx
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@ -136,8 +136,6 @@ import ChatModelTabs from "@theme/ChatModelTabs";
<ChatModelTabs <ChatModelTabs
customVarName="llm" customVarName="llm"
fireworksParams={`model="accounts/fireworks/models/firefunction-v1", temperature=0`} fireworksParams={`model="accounts/fireworks/models/firefunction-v1", temperature=0`}
hideGoogle={true}
hideAnthropic={false}
/> />
We can use the `bind_tools()` method to handle converting We can use the `bind_tools()` method to handle converting