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update code
Browse files
app.py
CHANGED
@@ -38,7 +38,10 @@ def greet_json():
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async def predict(query: str):
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query_embedding = model.encode(query).astype('float')
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similarity_vectors = model.similarity(query_embedding, corpus)
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scores, indicies = torch.topk(similarity_vectors, k=len(corpus))
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id_ = df.iloc[indicies]
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id_ = df.drop_duplicates("label")
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scores = scores[id_.index]
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async def predict(query: str):
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query_embedding = model.encode(query).astype('float')
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similarity_vectors = model.similarity(query_embedding, corpus)
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print("Similarity Vector Shape: ", similarity_vectors.shape)
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scores, indicies = torch.topk(similarity_vectors, k=len(corpus))
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print("Scores Shape: ", scores.shape)
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print("Indicies Shape: ", indicies.shape)
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id_ = df.iloc[indicies]
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id_ = df.drop_duplicates("label")
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scores = scores[id_.index]
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