17 lines
490 B
Python
17 lines
490 B
Python
from database import *
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import pandas as pd
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from sentence_transformers import SentenceTransformer
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database_url = "sqlite:///jlm.db"
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engine, Session = init_db_stuff(database_url)
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model = SentenceTransformer("paraphrase-multilingual-MiniLM-L12-v2")
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df = pd.read_sql("Select * from movies", engine)
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df["combined_text"] = df["title"] + ": " + df["overview"].fillna('') + " - " + df["tagline"].fillna('') + " Genres:- " + df["genres"].fillna('')
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print(len(df["combined_text"].tolist()))
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