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# -*- coding: utf-8 -*-
"""
Created on Fri Apr 29 16:38:41 2022
@author: Sai.Praveen
"""
import streamlit as st
import layer
model = layer.get_model('layer/t5-fine-tuning-with-layer/models/t5-english-to-sql').get_train()
tokenizer = layer.get_model('layer/t5-fine-tuning-with-layer/models/t5-tokenizer').get_train()
def convert(query):
inputs = tokenizer.encode(f"translate English to SQL: {query}", return_tensors="pt")
outputs = model.generate(inputs, max_length=1024)
sql = tokenizer.decode(outputs[0], skip_special_tokens=True)
return sql
query = st.text_input("Enter Text here", value="")
output = convert(query)
st.text_area(label="Output Sql Query:", value=output, height=100) |