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Update README.md
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README.md
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#import transformers
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from transformers import (
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T5ForConditionalGeneration,
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T5Tokenizer,
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)
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#load model
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model = T5ForConditionalGeneration.from_pretrained('dsivakumar/text2sql')
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tokenizer = T5Tokenizer.from_pretrained('dsivakumar/text2sql')
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#predict function
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def get_sql(query,tokenizer,model):
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source_text= "English to SQL: "+query
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source_text = ' '.join(source_text.split())
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return preds
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#test
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query="Show me the average age of of wines in Italy by provinces"
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sql = get_sql(query,tokenizer,model)
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print(sql)
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#import transformers
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+
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from transformers import (
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T5ForConditionalGeneration,
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T5Tokenizer,
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)
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#load model
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+
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model = T5ForConditionalGeneration.from_pretrained('dsivakumar/text2sql')
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tokenizer = T5Tokenizer.from_pretrained('dsivakumar/text2sql')
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#predict function
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+
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def get_sql(query,tokenizer,model):
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source_text= "English to SQL: "+query
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source_text = ' '.join(source_text.split())
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return preds
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#test
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query="Show me the average age of of wines in Italy by provinces"
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sql = get_sql(query,tokenizer,model)
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print(sql)
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