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Upload create_embeddings.py
Browse files- create_embeddings.py +23 -0
create_embeddings.py
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from calc_cosine_similarity import find_cosine_similarity, find_embedding , find_relevant_file_paths
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import os
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import pickle
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embeddings_titles = []
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if not os.path.exists('embeddings.pkl'):
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#Find embeddings of titles from titles.txt
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titles = []
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#if embedding_titles.pkl is absent
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with open('titles.txt', 'r') as file:
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lines = file.readlines()
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titles = [line.strip() for line in lines]
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print("Created a list of titles")
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embeddings_titles = find_embedding(titles)
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#Save embeddings_titles to embedding_titles.pkl
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data = {
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'sentences': titles,
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'embeddings': embeddings_titles
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}
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with open('embeddings.pkl', 'wb') as f:
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pickle.dump(data, f)
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