app.py

import streamlit as st
import transformers
from transformers import pipeline
import indicnlp
from indicnlp.transliterate.unicode_transliterate import UnicodeIndicTransliterator

model_checkpoint = './hindi_sanskrit'
translator = pipeline('translation', model=model_checkpoint, decoder_start_token='<2sa>')

st.title('NLTM')

st.header('Hindi-Sanskrit Translation Model')

query = st.text_input("Enter the Input Sentence", "")

input_sentence = query + ' </s>' + ' <2hi>'
output_sentence = translator(input_sentence,max_length=128)
output_sentence = output_sentence[0]["translation_text"]
output_sentence = output_sentence.replace('<2sa>','')

st.write('Sanskrit Sentence:',output_sentence)