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21c7db9 | 1 2 3 4 5 6 7 8 9 | """Simple embedding surrogate."""
from __future__ import annotations
def embed_text(text: str) -> list[float]:
tokens = text.lower().split()
return [float((hash(token) % 1000) / 1000.0) for token in tokens[:32]]
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