feat: enhance model handling with default parameters and cache model check
parent
92d5e17600
commit
887de56877
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@ -27,7 +27,9 @@ def get_embedding_model(model_id, exception_handler=lambda e: maxkb_logger.error
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))):
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try:
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model = QuerySet(Model).filter(id=model_id).first()
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embedding_model = ModelManage.get_model(model_id, lambda _id: get_model(model))
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s = {p.get('field'): p.get('default_value') for p in model.model_params_form if p.get('default_value') is not None}
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embedding_model = ModelManage.get_model(model_id, lambda _id: get_model(model, **{**s}))
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except Exception as e:
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exception_handler(e)
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raise e
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@ -77,6 +79,7 @@ def embedding_by_document(document_id, model_id, state_list=None):
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))
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embedding_model = get_embedding_model(model_id, exception_handler)
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#
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ListenerManagement.embedding_by_document(document_id, embedding_model, state_list)
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@ -22,6 +22,9 @@ class AliyunBaiLianEmbedding(MaxKBBaseModel):
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self.model_name = model_name
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self.optional_params = optional_params
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def is_cache_model(self):
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return False
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@staticmethod
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def new_instance(model_type, model_name, model_credential: Dict[str, object], **model_kwargs):
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optional_params = MaxKBBaseModel.filter_optional_params(model_kwargs)
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@ -22,6 +22,9 @@ class OpenAIEmbeddingModel(MaxKBBaseModel):
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self.model_name = model_name
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self.optional_params = optional_params
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def is_cache_model(self):
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return False
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@staticmethod
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def new_instance(model_type, model_name, model_credential: Dict[str, object], **model_kwargs):
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optional_params = MaxKBBaseModel.filter_optional_params(model_kwargs)
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