semantic_router.hybrid_layer.HybridRouteLayer#

class semantic_router.hybrid_layer.HybridRouteLayer(encoder: BaseEncoder, sparse_encoder: BM25Encoder | None = None, routes: List[Route] = [], alpha: float = 0.3, top_k: int = 5, aggregation: str = 'sum')#

Bases: object

__init__(encoder: BaseEncoder, sparse_encoder: BM25Encoder | None = None, routes: List[Route] = [], alpha: float = 0.3, top_k: int = 5, aggregation: str = 'sum')#

Methods

`__init__`(encoder[, sparse_encoder, routes, ...])
`add`(route)
`update_dense_embeddings_index`(utterances)
`update_sparse_embeddings_index`(utterances)

Attributes

`categories`
`index`
`sparse_index`
`score_threshold`