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Update app.py
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app.py
CHANGED
@@ -12,11 +12,11 @@ from sentence_transformers import SentenceTransformer, util
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# read data
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df = pd.read_csv("./assets/final_combined_raw.csv")[['category', 'brand', 'product_name']].to_dict(orient='records')
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doc_embeddings = np.load("./assets/
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# Semantic Search model
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semantic_model = SentenceTransformer("Abdul-Ib/
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# full-text search model
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with open('./assets/bm25_L.pkl', 'rb') as bm25result_file:
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# read data
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df = pd.read_csv("./assets/final_combined_raw.csv")[['category', 'brand', 'product_name']].to_dict(orient='records')
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doc_embeddings = np.load("./assets/e5_embed.npy", allow_pickle=True)
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# Semantic Search model
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semantic_model = SentenceTransformer("Abdul-Ib/multilingual-e5-small-2024", cache_folder = "./assets")
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# full-text search model
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with open('./assets/bm25_L.pkl', 'rb') as bm25result_file:
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