Spaces:
Sleeping
Sleeping
Create app.py
Browse files
app.py
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import streamlit as st
|
2 |
+
from transformers import pipeline
|
3 |
+
|
4 |
+
# Title of the app
|
5 |
+
st.title("Translator App")
|
6 |
+
st.write("Translate text between multiple languages using AI!")
|
7 |
+
|
8 |
+
# Load translation model
|
9 |
+
translator = pipeline("translation", model="Helsinki-NLP/opus-mt-en-fr") # English to French by default
|
10 |
+
|
11 |
+
# Select source and target languages
|
12 |
+
language_pairs = {
|
13 |
+
"English → French": "Helsinki-NLP/opus-mt-en-fr",
|
14 |
+
"French → English": "Helsinki-NLP/opus-mt-fr-en",
|
15 |
+
"English → German": "Helsinki-NLP/opus-mt-en-de",
|
16 |
+
"German → English": "Helsinki-NLP/opus-mt-de-en",
|
17 |
+
}
|
18 |
+
|
19 |
+
option = st.selectbox("Choose Language Pair:", list(language_pairs.keys()))
|
20 |
+
translator = pipeline("translation", model=language_pairs[option])
|
21 |
+
|
22 |
+
# Input text box
|
23 |
+
text = st.text_area("Enter text to translate:")
|
24 |
+
|
25 |
+
# Translate button
|
26 |
+
if st.button("Translate"):
|
27 |
+
if text:
|
28 |
+
translated_text = translator(text)[0]["translation_text"]
|
29 |
+
st.success(f"Translated Text: {translated_text}")
|
30 |
+
else:
|
31 |
+
st.warning("Please enter some text to translate!")
|
32 |
+
|
33 |
+
# Footer
|
34 |
+
st.caption("Powered by 🤗 Hugging Face & Streamlit")
|