cuneytkaya commited on
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bd82b4d
1 Parent(s): 5fb4313

Create app.py

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  1. app.py +18 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import T5Tokenizer, T5ForConditionalGeneration
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+
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+ tokenizer = T5Tokenizer.from_pretrained("cuneytkaya/fintech-chatbot-t5")
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+ model = T5ForConditionalGeneration.from_pretrained("cuneytkaya/fintech-chatbot-t5")
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+
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+ def chatbot(input_text):
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+ inputs = tokenizer(input_text, return_tensors="pt")
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+ outputs = model.generate(inputs.input_ids)
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+ return tokenizer.decode(outputs[0], skip_special_tokens=True)
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+
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+ interface = gr.Interface(fn=chatbot,
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+ inputs="text",
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+ outputs="text",
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+ title="Fintech Chatbot",
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+ description="This chatbot answers common fintech and banking-related queries.")
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+
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+ interface.launch(share=True)