Update index.py
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index.py
4
index.py
@ -98,7 +98,9 @@ def main():
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model = BGEM3FlagModel(MODEL_NAME, device="cpu")
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model = BGEM3FlagModel(MODEL_NAME, device="cpu")
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emb = model.encode(new_docs, batch_size=BATCH, return_dict=False)
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emb_out = model.encode(new_docs, batch_size=BATCH)
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# FlagEmbedding renvoie soit un ndarray, soit un dict {"embedding": …}
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emb = emb_out["embedding"] if isinstance(emb_out, dict) else emb_out
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emb = emb.astype("float32")
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emb = emb.astype("float32")
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emb /= np.linalg.norm(emb, axis=1, keepdims=True) + 1e-12
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emb /= np.linalg.norm(emb, axis=1, keepdims=True) + 1e-12
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