translating english to tamil

app.py

@@ -1 +1,29 @@
-print('hello world')
+import torch
+from transformers import AutoTokenizer, AutoModelForSeq2SeqLM, pipeline
+
+import gradio as gr
+
+
+checkpoint = "suriya7/English-to-Tamil"
+tokenizer = AutoTokenizer.from_pretrained(checkpoint)
+model = AutoModelForSeq2SeqLM.from_pretrained(checkpoint)
+
+
+pipe=pipeline("text2text-generation", model="suriya7/English-to-Tamil")
+
+def language_translator(text):
+    tokenized = tokenizer([text], return_tensors='pt')
+    out = model.generate(**tokenized, max_length=128)
+    return tokenizer.decode(out[0],skip_special_tokens=True)
+
+with gr.Blocks() as demo:
+    with gr.Row():
+        with gr.Column():
+            english=gr.Textbox(label='English text')
+            translate_btn=gr.Button(value='Translate')
+        with gr.Column():
+            german=gr.Textbox(label='Tamil text')
+
+    translate_btn.click(language_translator, inputs=english,outputs=german)
+
+demo.launch(share=True)