Function●Since v0.3

create_pbi_chat_agent

Construct a Power BI agent from a Chat LLM and tools.

If you supply only a toolkit and no Power BI dataset, the same LLM is used for both.

create_pbi_chat_agent(
  llm: BaseChatModel,
  toolkit: Optional[PowerBIToolkit] = None,
  powerbi: Optional[PowerBIDataset] = None,
  callback_manager: Optional[BaseCallbackManager] = None,
  output_parser: Optional[AgentOutputParser] = None,
  prefix: str = POWERBI_CHAT_PREFIX,
  suffix: str = POWERBI_CHAT_SUFFIX,
  examples: Optional[str] = None,
  input_variables: Optional[List[str]] = None,
  memory: Optional[BaseChatMemory] = None,
  top_k: int = 10,
  verbose: bool = False,
  agent_executor_kwargs: Optional[Dict[str, Any]] = None,
  **kwargs: Any = {}
) -> AgentExecutor

Parameters

Name	Type	Description
`llm`*	`BaseChatModel`	The language model to use.
`toolkit`	`Optional[PowerBIToolkit]`	Default:`None` Optional. The Power BI toolkit. Default is None.
`powerbi`	`Optional[PowerBIDataset]`	Default:`None` Optional. The Power BI dataset. Default is None.
`callback_manager`	`Optional[BaseCallbackManager]`	Default:`None` Optional. The callback manager. Default is None.
`output_parser`	`Optional[AgentOutputParser]`	Default:`None` Optional. The output parser. Default is None.
`prefix`	`str`	Default:`POWERBI_CHAT_PREFIX` Optional. The prefix for the prompt. Default is POWERBI_CHAT_PREFIX.
`suffix`	`str`	Default:`POWERBI_CHAT_SUFFIX` Optional. The suffix for the prompt. Default is POWERBI_CHAT_SUFFIX.
`examples`	`Optional[str]`	Default:`None` Optional. The examples for the prompt. Default is None.
`input_variables`	`Optional[List[str]]`	Default:`None` Optional. The input variables for the prompt. Default is None.
`memory`	`Optional[BaseChatMemory]`	Default:`None` Optional. The memory. Default is None.
`top_k`	`int`	Default:`10` Optional. The top k for the prompt. Default is 10.
`verbose`	`bool`	Default:`False` Optional. Whether to print verbose output. Default is False.
`agent_executor_kwargs`	`Optional[Dict[str, Any]]`	Default:`None` Optional. The agent executor kwargs. Default is None.
`kwargs`	`Any`	Default:`{}` Any. Additional keyword arguments.

View source on GitHub

create_pbi_chat_agent( llm: BaseChatModel, toolkit: Optional[PowerBIToolkit] = None, powerbi: Optional[PowerBIDataset] = None, callback_manager: Optional[BaseCallbackManager] = None, output_parser: Optional[AgentOutputParser] = None, prefix: str = POWERBI_CHAT_PREFIX, suffix: str = POWERBI_CHAT_SUFFIX, examples: Optional[str] = None, input_variables: Optional[List[str]] = None, memory: Optional[BaseChatMemory] = None, top_k: int = 10, verbose: bool = False, agent_executor_kwargs: Optional[Dict[str, Any]] = None, **kwargs: Any = {} ) -> AgentExecutor

Parameters

Name	Type	Description
`llm`*	`BaseChatModel`	The language model to use.
`toolkit`	`Optional[PowerBIToolkit]`	Default:`None` Optional. The Power BI toolkit. Default is None.
`powerbi`	`Optional[PowerBIDataset]`	Default:`None` Optional. The Power BI dataset. Default is None.
`callback_manager`	`Optional[BaseCallbackManager]`	Default:`None` Optional. The callback manager. Default is None.
`output_parser`	`Optional[AgentOutputParser]`	Default:`None` Optional. The output parser. Default is None.
`prefix`	`str`	Default:`POWERBI_CHAT_PREFIX` Optional. The prefix for the prompt. Default is POWERBI_CHAT_PREFIX.
`suffix`	`str`	Default:`POWERBI_CHAT_SUFFIX` Optional. The suffix for the prompt. Default is POWERBI_CHAT_SUFFIX.
`examples`	`Optional[str]`	Default:`None` Optional. The examples for the prompt. Default is None.
`input_variables`	`Optional[List[str]]`	Default:`None` Optional. The input variables for the prompt. Default is None.
`memory`	`Optional[BaseChatMemory]`	Default:`None` Optional. The memory. Default is None.
`top_k`	`int`	Default:`10` Optional. The top k for the prompt. Default is 10.
`verbose`	`bool`	Default:`False` Optional. Whether to print verbose output. Default is False.
`agent_executor_kwargs`	`Optional[Dict[str, Any]]`	Default:`None` Optional. The agent executor kwargs. Default is None.
`kwargs`	`Any`	Default:`{}` Any. Additional keyword arguments.

create_pbi_chat_agent

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create_pbi_chat_agent

Parameters