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Create app.py
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app.py
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import gradio as gr
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from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline
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# Načtení modelu
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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)
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# Vytvoření AI asistenta
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pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
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# Funkce pro odpověď AI
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def ai_assistant(prompt):
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response = pipe(prompt, max_length=200, do_sample=True)
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return response[0]['generated_text']
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# Gradio UI
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iface = gr.Interface(
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fn=ai_assistant,
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inputs="text",
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outputs="text",
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title="AI Asistent",
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description="Zeptej se na cokoli!",
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)
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# Spuštění aplikace
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iface.launch()
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