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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 AutoTokenizer, AutoModelForCausalLM
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+
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+ tokenizer = AutoTokenizer.from_pretrained("Hugo991/SQLBuilder")
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+ model = AutoModelForCausalLM.from_pretrained("Hugo991/SQLBuilder")
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+
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+ def generate_sql(query):
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+ inputs = tokenizer(query, return_tensors="pt")
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+ outputs = model.generate(**inputs, max_new_tokens=256)
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+ return tokenizer.decode(outputs[0], skip_special_tokens=True)
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+
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+ gr.Interface(
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+ fn=generate_sql,
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+ inputs="text",
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+ outputs="text",
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+ title="SQLBuilder - Text to SQL",
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+ description="Entrez une requête en langage naturel, obtenez du SQL propre."
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+ ).launch()