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Browse files- src/app.py +33 -0
- src/chatbot_dataset.pkl +3 -0
- src/currentaffairs_chatbot_vectorizer.pkl +3 -0
- src/requirements.txt +4 -0
src/app.py
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import streamlit as st
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import pickle
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from sklearn.metrics.pairwise import cosine_similarity
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# Load model and dataset
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with open("currentaffairs_chatbot_vectorizer.pkl", "rb") as f:
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vectorizer = pickle.load(f)
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with open("chatbot_dataset.pkl", "rb") as f:
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df = pickle.load(f)
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# Rebuild embeddings
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X_vectors = vectorizer.transform(df["Question"])
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# Chatbot function
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def chatbot_response(user_input):
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user_vec = vectorizer.transform([user_input])
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similarities = cosine_similarity(user_vec, X_vectors)
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idx = similarities.argmax()
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return df.iloc[idx]["Answer"]
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# Streamlit UI
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st.set_page_config(page_title="🌍 UN Countries Chatbot", page_icon="🌍")
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st.title("🌍 UN Countries Chatbot")
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st.write("Ask me about any UN member state and I’ll tell you the basic info.")
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# User input box
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user_input = st.text_input("You:", "")
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if user_input:
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response = chatbot_response(user_input)
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st.success(f"🤖 {response}")
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src/chatbot_dataset.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:a348b9c43cdcb34e3b5a52f1410c58cc26bf42b40191c475c23bb608e0feaa69
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size 2547
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src/currentaffairs_chatbot_vectorizer.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:79912a9d7846f325cc0db1eab791bb79a9ff7684948acc6aabf2ca9e26173d83
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size 1177
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src/requirements.txt
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pip>=25.0
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streamlit
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scikit-learn
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pandas
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