o
    h                     @   sl   d dl mZ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Dict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__ d/var/www/html/ai/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/   r0   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   ).0r8   r   r   r   
<listcomp>*   s    z?SambanovaFeatureExtractionTask.get_response.<locals>.<listcomp>)r   )r   r5   r6   
embeddingsr   r   r   get_response(   s   z+SambanovaFeatureExtractionTask.get_response)N)r)   r*   r+   r   strr1   r   r   r   r   r%   r   bytesr   r<   r,   r   r   r   r   r-      s    
,r-   N)typingr   r   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    