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**Agent** is a class that uses an LLM to choose a sequence of actions to take.

In Chains, a sequence of actions is hardcoded. In Agents,
a language model is used as a reasoning engine to determine which actions
to take and in which order.

Agents select and use **Tools** and **Toolkits** for actions.

**Class hierarchy:**

.. code-block::

    BaseSingleActionAgent --> LLMSingleActionAgent
                              OpenAIFunctionsAgent
                              XMLAgent
                              Agent --> <name>Agent  # Examples: ZeroShotAgent, ChatAgent


    BaseMultiActionAgent  --> OpenAIMultiFunctionsAgent


**Main helpers:**

.. code-block::

    AgentType, AgentExecutor, AgentOutputParser, AgentExecutorIterator,
    AgentAction, AgentFinish

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