Upload app.py

app.py

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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)