a
    bgT                     @   s   d dl mZmZmZmZ d dlZd dlmZ d dlm	Z	 d dl
mZmZmZ d dlmZmZmZmZmZ d dlmZ dZd	ZG d
d deZG dd deZG dd dee	ZdS )    )AnyDictListOptionalN)CallbackManagerForLLMRun)LLM)convert_to_secret_strget_from_dict_or_envpre_init)	BaseModel
ConfigDictField	SecretStrmodel_validator)enforce_stop_tokenszhttps://api.upstage.ai/v1/solarzhttps://api.upstage.aic                   @   s6   e Zd ZU dZeed< eZeed< e	e	dddZ
dS )_SolarClientz-An API client that talks to the Solar server.api_keybase_url)requestreturnc                 C   sb   dd| j   i}tj| j d||d}|jsJtd|j d|j |	 d d d	 d
 S )NAuthorizationzBearer z/chat/completions)headersjsonzHTTP z error: choicesr   messagecontent)
r   Zget_secret_valuerequestspostr   ok
ValueErrorstatus_codetextr   )selfr   r   response r$   l/var/www/html/cobodadashboardai.evdpl.com/venv/lib/python3.9/site-packages/langchain_community/llms/solar.py
completion   s    
z_SolarClient.completionN)__name__
__module____qualname____doc__r   __annotations__SOLAR_SERVICE_URL_BASEr   strr   r&   r$   r$   r$   r%   r      s   
r   c                   @   s  e Zd ZU dZeed< eZeed< e	dddZ
ee ed< e	dd	dZeed
< e	ddZeed< dZeed< edddddZeedddZeeeef dddZeeeef dddZeddeeeef edddZeeedd d!Zeedd"d#Z dS )$SolarCommonz$Common configuration for Solar LLMs._clientr   Nr   )defaultaliassolar_api_keyz
solar-minimodel
model_namei   )r0   
max_tokensg333333?temperatureTignorer$   )populate_by_nameZarbitrary_types_allowedextraZprotected_namespaces)r   c                 C   s   ddiS )Nr2   SOLAR_API_KEYr$   r"   r$   r$   r%   
lc_secrets;   s    zSolarCommon.lc_secretsc                 C   s   | j | j| jdS )N)r3   r5   r6   )r4   r5   r6   r;   r$   r$   r%   _default_params?   s    zSolarCommon._default_paramsc                 C   s   i d| j i| jS )Nr3   )r4   r=   r;   r$   r$   r%   _invocation_paramsG   s    zSolarCommon._invocation_paramsbefore)mode)valuesr   c                 C   s   |S )Nr$   )clsrA   r$   r$   r%   build_extraK   s    zSolarCommon.build_extrac                 C   s   t |dd}|d u s t|dkr(tdt||d< d|vrDt|d< d|v rf|d tsftdt t|d |d d|d< |S )	Nr2   r:   r   z SOLAR_API_KEY must be configuredr   zbase_url must match with: )r   r   r/   )r	   lenr   r   r,   
startswithSOLAR_SERVICEr   )rB   rA   r   r$   r$   r%   validate_environmentP   s    
z SolarCommon.validate_environmentc                 C   s   dS )NZsolarr$   r;   r$   r$   r%   	_llm_typec   s    zSolarCommon._llm_type)!r'   r(   r)   r*   r   r+   r,   r   r-   r   r2   r   r   r4   r5   intr6   floatr   model_configpropertydictr<   r   r   r=   r>   r   classmethodrC   r
   rG   rH   r$   r$   r$   r%   r.   (   s4   
r.   c                   @   s>   e Zd ZdZeddZdeeee  ee	 e
edddZdS )	SolarzSolar large language models.

    To use, you should have the environment variable
    ``SOLAR_API_KEY`` set with your API key.
    Referenced from https://console.upstage.ai/services/solar
    T)r8   N)promptstoprun_managerkwargsr   c                 K   sB   | j }d|dg|d< || | j|}|d ur>t||}|S )Nuser)Zroler   messages)r>   updater/   r&   r   )r"   rP   rQ   rR   rS   r   r!   r$   r$   r%   _callt   s    

zSolar._call)NN)r'   r(   r)   r*   r   rK   r-   r   r   r   r   rW   r$   r$   r$   r%   rO   h   s     
rO   )typingr   r   r   r   r   Zlangchain_core.callbacksr   Zlangchain_core.language_modelsr   Zlangchain_core.utilsr   r	   r
   Zpydanticr   r   r   r   r   Zlangchain_community.llms.utilsr   r,   rF   r   r.   rO   r$   r$   r$   r%   <module>   s   @