a
    bg                     @   s`   d dl mZmZmZmZmZ d dlmZ d dlm	Z	 d dl
mZ d dlmZ G dd de	ZdS )	    )AnyDictListMappingOptional)CallbackManagerForLLMRun)LLM)pre_init)
ConfigDictc                   @   s   e Zd ZU dZdZeed< dZee	 ed< e
ddZee	e	ddd	Zeeeef d
ddZeed
ddZdeeee  ee eedddZdS )ManifestWrapperz HazyResearch's Manifest library.Nclient
llm_kwargsZforbid)extra)valuesreturnc                 C   sB   z"ddl m} t|d |s tW n ty<   tdY n0 |S )z3Validate that python package exists in environment.r   )Manifestr   z[Could not import manifest python package. Please install it with `pip install manifest-ml`.)manifestr   
isinstance
ValueErrorImportError)clsr   r    r   o/var/www/html/cobodadashboardai.evdpl.com/venv/lib/python3.9/site-packages/langchain_community/llms/manifest.pyvalidate_environment   s    
z$ManifestWrapper.validate_environment)r   c                 C   s"   | j pi }i | jj  |S )N)r   r   Zclient_poolZget_current_clientZget_model_params)selfkwargsr   r   r   _identifying_params"   s    
z#ManifestWrapper._identifying_paramsc                 C   s   dS )zReturn type of llm.r   r   )r   r   r   r   	_llm_type*   s    zManifestWrapper._llm_type)promptstoprun_managerr   r   c                 K   s\   |dur"t |dkr"td| | jp*i }i ||}|durH||d< | jj|fi |S )z!Call out to LLM through Manifest.N   z:Manifest currently only supports a single stop token, got Z
stop_token)lenNotImplementedErrorr   r   run)r   r   r   r    r   paramsr   r   r   _call/   s    
zManifestWrapper._call)NN)__name__
__module____qualname____doc__r   r   __annotations__r   r   r   r
   Zmodel_configr	   r   propertyr   strr   r   r   r   r&   r   r   r   r   r   	   s*   
  
r   N)typingr   r   r   r   r   Zlangchain_core.callbacksr   Z#langchain_core.language_models.llmsr   Zlangchain_core.utilsr	   Zpydanticr
   r   r   r   r   r   <module>   s
   