"""Mock embedding model.""" from typing import Any, List from gpt_index.embeddings.base import BaseEmbedding class MockEmbedding(BaseEmbedding): """Mock embedding. Used for token prediction. Args: embed_dim (int): embedding dimension """ def __init__(self, embed_dim: int, *args: Any, **kwargs: Any) -> None: """Init params.""" super().__init__(*args, **kwargs) self.embed_dim = embed_dim def _get_query_embedding(self, query: str) -> List[float]: """Get query embedding.""" return [0.5] * self.embed_dim def _get_text_embedding(self, text: str) -> List[float]: """Get text embedding.""" return [0.5] * self.embed_dim