memoryscope.core.models.llama_index_embedding_model

class memoryscope.core.models.llama_index_embedding_model.LlamaIndexEmbeddingModel(*args, **kwargs)

Bases: BaseModel

Manages text embeddings utilizing the DashScopeEmbedding within the LlamaIndex framework, facilitating embedding operations for both sync and async modes, inheriting from BaseModel.

m_type: ModelEnum = 'embedding_model'

__init__(*args, **kwargs)

classmethod register_model(model_name: str, model_class: type)

Registers a new embedding model class with the model registry.

Parameters:

• model_name (str) – The name to register the model under.

• model_class (type) – The class of the model to register.

before_call(model_response: ModelResponse, **kwargs)

after_call(model_response: ModelResponse, **kwargs) → ModelResponse

model_name: str

module_name: str

timeout: int

max_retries: int

retry_interval: float

kwargs_filter: bool

raise_exception: bool

context: MemoryscopeContext

kwargs: dict