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Create app.py

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  1. app.py +23 -0
app.py ADDED
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+ import gradio as gr
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+ from gpt4all import GPT4All
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+
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+ model = GPT4All("orca-mini-3b-gguf2-q4_0.gguf")
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+
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+ def chatbot_response(input_text):
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+ tokens = []
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+ with model.chat_session() as session:
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+ for token in model.generate(input_text, streaming=True):
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+ tokens.append(token)
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+ response = ''.join(tokens)
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+ return response
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+
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+ iface = gr.Interface(
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+ fn=chatbot_response,
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+ inputs=gr.components.Textbox(lines=2, placeholder="Ask me anything..."),
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+ outputs="text",
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+ title="GPT-4All Chatbot",
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+ description="This chatbot uses the GPT-4All model to answer your questions."
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+ )
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+
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+ if __name__ == "__main__":
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+ iface.launch()