o
    i                     @   sh   d dl mZmZmZ d dlmZ d dlmZmZ d dl	m
Z
mZmZ G dd de
ZG dd deZd	S )
    )AnyOptionalUnion)InferenceProviderMapping)RequestParameters_as_dict)BaseConversationalTaskTaskProviderHelperfilter_nonec                	       s>   e Zd Z fddZdedededee f fddZ  Z	S )	SambanovaConversationalTaskc                    s   t  jddd d S )N	sambanovahttps://api.sambanova.ai)providerbase_urlsuper__init__self	__class__ t/var/www/html/karishye-ai-python/venv/lib/python3.10/site-packages/huggingface_hub/inference/_providers/sambanova.pyr   	   s   z$SambanovaConversationalTask.__init__inputs
parametersprovider_mapping_inforeturnc                    sn   | d}t|tr-| ddkr-| di }| d}t|tr-|du s)|d u r-d|d< t |||}|S )Nresponse_formattypejson_schemastrictTF)get
isinstancedictr   _prepare_payload_as_dict)r   r   r   r   response_format_configjson_schema_configr    payloadr   r   r   r$      s   


z4SambanovaConversationalTask._prepare_payload_as_dict)
__name__
__module____qualname__r   r   r#   r   r   r$   __classcell__r   r   r   r   r      s    r   c                	       st   e Zd Z fddZdededefddZded	ed
ede	e fddZ
ddeeef de	e defddZ  ZS )SambanovaFeatureExtractionTaskc                    s   t  jdddd d S )Nr   r   zfeature-extraction)r   r   taskr   r   r   r   r   r      s   z'SambanovaFeatureExtractionTask.__init__mapped_modelapi_keyr   c                 C   s   dS )Nz/v1/embeddingsr   )r   r.   r/   r   r   r   _prepare_route   s   z-SambanovaFeatureExtractionTask._prepare_router   r   r   c                 C   s   t |}||jd|S )N)inputmodel)r
   provider_id)r   r   r   r   r   r   r   r$   "   s   z7SambanovaFeatureExtractionTask._prepare_payload_as_dictNresponserequest_paramsc                 C   s   t |d }dd |D S )Ndatac                 S   s   g | ]}|d  qS )	embeddingr   ).0r7   r   r   r   
<listcomp>*   s    z?SambanovaFeatureExtractionTask.get_response.<locals>.<listcomp>)r   )r   r4   r5   
embeddingsr   r   r   get_response(   s   z+SambanovaFeatureExtractionTask.get_response)N)r(   r)   r*   r   strr0   r   r#   r   r   r$   r   bytesr   r;   r+   r   r   r   r   r,      s    
,r,   N)typingr   r   r   huggingface_hub.hf_apir   !huggingface_hub.inference._commonr   r   ,huggingface_hub.inference._providers._commonr   r	   r
   r   r,   r   r   r   r   <module>   s    