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Create app.py

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  1. app.py +17 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+
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+ # Load a pretrained AI model (Mistral-7B or any Hugging Face model)
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+ model_name = "mistralai/Mistral-7B-Instruct-v0.1"
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+ model = AutoModelForCausalLM.from_pretrained(model_name, device_map="auto")
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+
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+ # AI Chatbot function
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+ def chat_with_ai(prompt):
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+ inputs = tokenizer(prompt, return_tensors="pt")
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+ outputs = model.generate(**inputs, max_new_tokens=100)
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+ return tokenizer.decode(outputs[0])
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+
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+ # Create a simple chatbot UI using Gradio
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+ interface = gr.Interface(fn=chat_with_ai, inputs="text", outputs="text", title="AI Chatbot")
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+ interface.launch()