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 ddlmZ ddlmZmZ ddlmZ ddlmZ erdd	lmZ d
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f	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 	 dd„Zy
)zPower BI agent.é    )Úannotations)ÚTYPE_CHECKINGÚAnyÚDictÚListÚOptional)ÚBaseCallbackManager)ÚBaseLanguageModel)ÚPOWERBI_PREFIXÚPOWERBI_SUFFIX)ÚPowerBIToolkit)ÚPowerBIDataset©ÚAgentExecutorNé
   Fc                óÜ  — ddl m} ddlm} ddlm} |€|€t        d«      ‚t        || |¬«      }|j                  «       }|r|j                  n|j                  j                  }|�d|ini } |d ||  |j                  |f|j                  |	¬«      j                  |¬	«      ||d
œ|¤Ž||
¬«      |D �cg c]  }|j                  ‘Œ c}dœ|¤Ž} |j                  d||||
dœ|xs i ¤ŽS c c}w )a(  Construct a Power BI agent from an LLM and tools.

    Args:
        llm: The language model to use.
        toolkit: Optional. The Power BI toolkit. Default is None.
        powerbi: Optional. The Power BI dataset. Default is None.
        callback_manager: Optional. The callback manager. Default is None.
        prefix: Optional. The prefix for the prompt. Default is POWERBI_PREFIX.
        suffix: Optional. The suffix for the prompt. Default is POWERBI_SUFFIX.
        format_instructions: Optional. The format instructions for the prompt.
            Default is None.
        examples: Optional. The examples for the prompt. Default is None.
        input_variables: Optional. The input variables for the prompt. Default is None.
        top_k: Optional. The top k for the prompt. Default is 10.
        verbose: Optional. Whether to print verbose output. Default is False.
        agent_executor_kwargs: Optional. The agent executor kwargs. Default is None.
        kwargs: Any. Additional keyword arguments.

    Returns:
        The agent executor.
    r   r   )ÚZeroShotAgent)ÚLLMChainz0Must provide either a toolkit or powerbi dataset)ÚpowerbiÚllmÚexamplesÚformat_instructions)Útop_k)Útables)ÚprefixÚsuffixÚinput_variables)r   ÚpromptÚcallback_managerÚverbose)Ú	llm_chainÚallowed_tools)ÚagentÚtoolsr   r    © )Úlangchain.agentsr   Úlangchain.agents.mrkl.baser   Úlangchain.chains.llmr   Ú
ValueErrorr   Ú	get_toolsÚtable_namesr   Úcreate_promptÚformatÚnameÚfrom_agent_and_tools)r   Útoolkitr   r   r   r   r   r   r   r   r    Úagent_executor_kwargsÚkwargsr   r   r   r$   r   Úprompt_paramsÚtoolr#   s                        úy/var/www/html/Fitness-lenito-AI-main/venv/lib/python3.12/site-packages/langchain_community/agent_toolkits/powerbi/base.pyÚcreate_pbi_agentr6      s:  € õH /Ý8Ý-à€Øˆ?ÜÐOÓPÐPÜ ¨°cÀHÔMˆØ×ÑÓ€EÙ$+ˆW× Ò °·±×1LÑ1L€Fð Ð*ð 
Ð 3Ñ4àð ñ
 ð ÙØØ.�=×.Ñ.Øðà—}‘}¨5�}Ó1×8Ñ8ÀÐ8ÓGØØ /ñ	ð
  ñð .Øô
ñ .3Ó3©U T�t—y“y¨UÑ3ñð ñ€Eð  .ˆ=×-Ñ-ð ØØØ)Øñ	ð
 !Ò& Bñð ùò 4s   Â3C))r   r
   r0   zOptional[PowerBIToolkit]r   zOptional[PowerBIDataset]r   zOptional[BaseCallbackManager]r   Ústrr   r7   r   úOptional[str]r   r8   r   zOptional[List[str]]r   Úintr    Úboolr1   zOptional[Dict[str, Any]]r2   r   Úreturnr   )Ú__doc__Ú
__future__r   Útypingr   r   r   r   r   Úlangchain_core.callbacksr	   Úlangchain_core.language_modelsr
   Ú1langchain_community.agent_toolkits.powerbi.promptr   r   Ú2langchain_community.agent_toolkits.powerbi.toolkitr   Ú%langchain_community.utilities.powerbir   r&   r   r6   r%   ó    r5   Ú<module>rE      sê   ðÙ å "ç ;Õ ;å 8Ý <÷õ NÝ @áÝ.ð
 )-Ø(,Ø6:Ø Ø Ø)-Ø"Ø+/ØØØ6:ðIØ	ðIà%ðIð &ðIð 4ð	Ið
 ðIð ðIð 'ðIð ðIð )ðIð ðIð ðIð 4ðIð ðIð ôIrD   