Kathirsci commited on
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Create app.py

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  1. app.py +23 -0
app.py ADDED
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+ import streamlit as st
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+ import torch
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+
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+ # Load pre-trained model and tokenizer
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+ model = AutoModelForCausalLM.from_pretrained("distil-gpt2")
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+ tokenizer = AutoTokenizer.from_pretrained("distil-gpt2")
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+
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+ def chatbot(input_message):
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+ input_ids = tokenizer.encode(input_message, return_tensors="pt")
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+ outputs = model.generate(input_ids=input_ids, max_length=50, num_return_sequences=1)
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+ response = tokenizer.decode(outputs[0], skip_special_tokens=True)
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+ return response
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+
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+ def main():
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+ st.title("Mental Health Chatbot")
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+ input_message = st.text_input("You:")
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+ if st.button("Send"):
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+ response = chatbot(input_message)
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+ st.text_area("Chatbot:", value=response, height=100)
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+
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+ if __name__ == "__main__":
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+ main()