prasanth345 commited on
Commit
87df5c7
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1 Parent(s): e491b6d

Create app.py

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  1. app.py +24 -0
app.py ADDED
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+ from flask import Flask, render_template, request
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ app = Flask(__name__)
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+
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+ # Load chatbot model
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+ chatbot = pipeline("text2text-generation", model="facebook/blenderbot-2B")
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+
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+ @app.route('/')
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+ def home():
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+ return render_template('index.html')
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+
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+ @app.route('/chat')
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+ def chat():
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+ return render_template('chat.html')
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+
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+ @app.post('/generate_text')
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+ def generate_text(input_text):
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+ response = chatbot(input_text)
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+ return response[0]['generated_text']
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+
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+ if __name__ == '__main__':
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+ app.run(debug=True)