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"""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
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