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Update main.py
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main.py
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@@ -28,7 +28,7 @@ data.reset_index(inplace=True)
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# Create a FAISS index for fast similarity search
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index = faiss.IndexFlatL2(len(data["embedding"][0]))
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index.metric_type = faiss.METRIC_INNER_PRODUCT
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index.add(numpy.stack(
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# Define the search function
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# Create a FAISS index for fast similarity search
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index = faiss.IndexFlatL2(len(data["embedding"][0]))
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index.metric_type = faiss.METRIC_INNER_PRODUCT
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index.add(faiss.normalize_L2(numpy.stack(data["embedding"].tolist(), axis=0)))
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# Define the search function
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