vishnu-coder commited on
Commit
24ba471
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1 Parent(s): 9039db6

Added correct vercel.json for Streamlit Vercel deployment

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  1. create_dummy_model.py +31 -0
create_dummy_model.py ADDED
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+ # create_dummy_model.py
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+ import os
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+ import joblib
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+ from sklearn.pipeline import Pipeline
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+ from sklearn.feature_extraction.text import CountVectorizer
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+ from sklearn.linear_model import LogisticRegression
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+
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+ # Create artifacts directory if it doesn't exist
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+ os.makedirs("artifacts", exist_ok=True)
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+
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+ # Simple pipeline for demo purposes
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+ pipeline = Pipeline([
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+ ("vectorizer", CountVectorizer()),
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+ ("classifier", LogisticRegression())
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+ ])
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+
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+ # Train the dummy model on small sample data
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+ texts = [
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+ "I love this product",
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+ "This is great",
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+ "Amazing experience",
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+ "I hate this",
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+ "This is bad",
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+ "Terrible quality",
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+ ]
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+ labels = ["positive", "positive", "positive", "negative", "negative", "negative"]
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+ pipeline.fit(texts, labels)
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+
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+ # Save model artifact
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+ joblib.dump(pipeline, "artifacts/sentiment_pipeline.joblib")
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+ print("✅ Dummy sentiment model created at artifacts/sentiment_pipeline.joblib")