Create app.py

app.py

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+import streamlit as st
+import torch
+import json
+from transformers import pipeline
+from PIL import Image
+
+# Initialize the translation pipeline
+text_translator = pipeline("translation", model="facebook/nllb-200-distilled-600M", torch_dtype=torch.bfloat16)
+
+# Load the JSON data from the file
+with open('language.json', 'r') as file:
+    language_data = json.load(file)
+
+# Extract language names from the JSON data
+language_names = [entry['Language'] for entry in language_data]
+
+def get_FLORES_code_from_language(language):
+    for entry in language_data:
+        if entry['Language'].lower() == language.lower():
+            return entry['FLORES-200 code']
+    return None
+
+def translate_text(text, destination_language):
+    dest_code = get_FLORES_code_from_language(destination_language)
+    if dest_code:
+        translation = text_translator(text, src_lang="eng_Latn", tgt_lang=dest_code)
+        return translation[0]["translation_text"]
+    else:
+        return "Destination language code not found."
+
+# Custom CSS for styling
+st.markdown("""
+    <style>
+    .main {
+        background-color: #f0f2f6;
+        color: #4f4f4f;
+    }
+    .title {
+        font-family: 'Arial', sans-serif;
+        color: #336699;
+        font-size: 32px;
+    }
+    .description {
+        font-family: 'Arial', sans-serif;
+        color: #4f4f4f;
+        font-size: 18px;
+    }
+    .footer {
+        font-family: 'Arial', sans-serif;
+        color: #999999;
+        font-size: 12px;
+        text-align: center;
+    }
+    .textbox {
+        font-family: 'Courier New', monospace;
+        color: #333333;
+        background-color: #ffffff;
+    }
+    </style>
+""", unsafe_allow_html=True)
+
+# App layout
+st.markdown('<div class="title">🌐 Multi-language Translator</div>', unsafe_allow_html=True)
+st.markdown('<div class="description">This application translates any English text to multiple languages with ease and efficiency.</div>', unsafe_allow_html=True)
+
+# Display a header image
+image = Image.open('translator.png')
+st.image(image, use_column_width=True)
+
+# Create a sidebar for navigation
+st.sidebar.header("Translation Settings")
+text_to_translate = st.sidebar.text_area("Input text to translate", height=150, key="input_text")
+destination_language = st.sidebar.selectbox("Select Destination Language", language_names, key="language_select")
+
+# Translate button
+if st.sidebar.button("Translate", key="translate_button"):
+    if text_to_translate:
+        translated_text = translate_text(text_to_translate, destination_language)
+        st.markdown("### Translated text")
+        st.text_area("", value=translated_text, height=150, key="translated_text", help="This is the translated text.", class_="textbox")
+    else:
+        st.warning("Please enter text to translate")
+
+# Footer
+st.markdown('<div class="footer">Developed with ❤️ using Streamlit</div>', unsafe_allow_html=True)
+
+# Instructions or any additional information
+st.sidebar.write("Instructions")
+st.sidebar.write("1. Enter the text you want to translate in the input box.")
+st.sidebar.write("2. Select the desired language from the dropdown menu.")
+st.sidebar.write("3. Click 'Translate' to get the translation.")