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Update app.py
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app.py
CHANGED
@@ -1,3 +1,4 @@
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import gradio as gr
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM, pipeline
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from datasets import load_dataset
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@@ -13,11 +14,7 @@ nl2sql_pipeline = pipeline("text2text-generation", model=model, tokenizer=tokeni
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spider_dataset = load_dataset("spider", split='train[:5]')
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def generate_sql(query):
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input_text = f"translate English to SQL: {query}"
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# Run the pipeline
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results = nl2sql_pipeline(input_text)
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# Extract the SQL query
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sql_query = results[0]['generated_text']
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return sql_query
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@@ -36,4 +33,4 @@ interface = gr.Interface(
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# Launch the app
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if __name__ == "__main__":
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interface.launch()
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import gradio as gr
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM, pipeline
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from datasets import load_dataset
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spider_dataset = load_dataset("spider", split='train[:5]')
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def generate_sql(query):
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results = nl2sql_pipeline(query)
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sql_query = results[0]['generated_text']
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return sql_query
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# Launch the app
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if __name__ == "__main__":
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interface.launch()
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