cores/embedding/__init__.py

"""
Embedding Core — shared embedding generation and vector operations.

Currently provides pure-numpy vector ops.  When CLIP or other embedding
providers are added, the model-loading + inference code lives here so
every provider shares the same loaded model (load once, use many).
"""

from cores.embedding.vectors import (
    normalize,
    cosine_similarity,
    euclidean_distance,
    batch_cosine_similarity,
)
from cores.embedding.cache import EmbeddingCache

__all__ = [
    "normalize",
    "cosine_similarity",
    "euclidean_distance",
    "batch_cosine_similarity",
    "EmbeddingCache",
]