Update app.py

app.py

@@ -1,85 +1,71 @@
 import streamlit as st
-import requests
-from PIL import Image
+from transformers import pipeline
+from googletrans import Translator
 
-# Function to fetch recipes based on ingredients
-def get_recipes(ingredients):
-    # Spoonacular API Key (Sign up on Spoonacular to get your API key)
-    api_key = 'your_spoonacular_api_key'  # Replace with your Spoonacular API key
-    
-    # API URL for recipe search
-    url = f'https://api.spoonacular.com/recipes/findByIngredients?ingredients={",".join(ingredients)}&number=5&apiKey={api_key}'
-    
-    response = requests.get(url)
-    
-    if response.status_code == 200:
-        recipes = response.json()
-        return recipes
-    else:
-        st.error("Failed to fetch recipes. Try again later.")
-        return []
+# Function to handle translation using Hugging Face or Google Translate
+def translate_text(text, target_language="es"):
+    # Hugging Face pipeline for translation (can be used for various language pairs)
+    try:
+        translator = pipeline("translation", model="Helsinki-NLP/opus-mt-en-es")
+        result = translator(text, max_length=400)
+        return result[0]['translation_text']
+    except Exception as e:
+        st.error("Error translating text using Hugging Face. Trying Google Translate instead.")
+        # Fallback to Google Translate if Hugging Face fails
+        translator = Translator()
+        translated_text = translator.translate(text, dest=target_language).text
+        return translated_text
 
 # Streamlit UI setup
-st.set_page_config(page_title="AI-Powered Recipe Generator", page_icon="🍽️", layout="wide")
-
-# Add a background image (Optional)
-def add_bg_image(image_path):
-    st.markdown(
-        f"""
-        <style>
-        .stApp {{
-            background-image: url({image_path});
-            background-size: cover;
-            background-position: center;
-            background-repeat: no-repeat;
-        }}
-        </style>
-        """, unsafe_allow_html=True
-    )
+st.set_page_config(page_title="AI-Powered Language Learning Assistant", page_icon="🧠", layout="wide")
 
-# Add background image (you can choose your own)
-add_bg_image("https://your-image-url.jpg")
-
-# Header with title and icon
-st.title("🍴 AI-Powered Recipe Generator with Pantry Integration")
+# Header and introduction
+st.title("🧠 AI-Powered Language Learning Assistant")
 st.markdown("""
-Welcome to the AI-powered recipe generator! Simply enter the ingredients you have in your pantry, and we'll suggest some delicious recipes for you. 🥘
+Welcome to your AI-powered language assistant! Here you can:
+- Translate words or sentences to different languages
+- Learn and practice new vocabulary
+- Get pronunciation tips and grammar feedback.
 """)
 
-# Input field for ingredients (comma-separated)
-ingredients_input = st.text_input("Enter ingredients you have (e.g., eggs, cheese, tomatoes)", "")
-if ingredients_input:
-    ingredients = [ingredient.strip().lower() for ingredient in ingredients_input.split(',')]
-    
-    st.write(f"Looking for recipes with: **{', '.join(ingredients)}**")
-    
-    # Fetch recipes based on the entered ingredients
-    recipes = get_recipes(ingredients)
-    
-    if recipes:
-        st.markdown("### 🍽️ Here are some recipe suggestions for you:")
+# Input field for text
+text_input = st.text_input("Enter the text you want to translate or practice", "")
+
+# Select target language for translation
+language = st.selectbox("Select the language to translate to", ["es", "fr", "de", "it", "pt", "ru"])
+
+if text_input:
+    # Translate text
+    st.subheader(f"Original Text: {text_input}")
+    translated_text = translate_text(text_input, target_language=language)
 
-        # Display the recipes in a grid layout
-        columns = st.columns(3)  # Create a 3-column layout
-        
-        # Loop through the recipes and display them in columns
-        for i, recipe in enumerate(recipes):
-            col = columns[i % 3]  # Distribute recipes across columns
-            
-            with col:
-                st.subheader(recipe['title'])
-                st.image(f"https://spoonacular.com/recipeImages/{recipe['id']}-312x231.jpg", width=200)
-                st.markdown(f"[View Full Recipe](https://spoonacular.com/recipes/{recipe['title'].replace(' ', '-')}-{recipe['id']})", unsafe_allow_html=True)
-                st.write("📝 **Ingredients**:")
-                st.write(", ".join([ingredient['name'] for ingredient in recipe['missedIngredients']]))
-                st.write("-" * 40)
+    # Display translation
+    st.markdown(f"### Translated Text to {language.upper()}:")
+    st.write(translated_text)
 
-    else:
-        st.warning("No recipes found. Try using different ingredients!")
+    # Show pronunciation tip
+    st.subheader("Pronunciation Tip:")
+    st.write("Use an app like Google Translate or Forvo to practice pronunciation. If you want help with specific words, type them below.")
+    
+    # Grammar Check (simple demo)
+    st.subheader("Grammar Feedback:")
+    st.write("For more advanced grammar feedback, please use language tools like Grammarly or LanguageTool.")
 
-# Add a footer for engagement
+# Vocabulary practice section
+st.markdown("---")
+st.header("Vocabulary Practice")
+word_input = st.text_input("Enter a word to get its definition and synonyms", "")
+if word_input:
+    # Using Hugging Face API to fetch definitions and synonyms (this part can be expanded with a dedicated model)
+    try:
+        word_model = pipeline("fill-mask", model="bert-base-uncased")  # Using BERT to predict related words
+        result = word_model(f"The synonym of {word_input} is [MASK].")
+        st.write(f"Synonyms or related words for **{word_input}**: {result}")
+    except Exception as e:
+        st.error("Error fetching vocabulary practice data.")
+    
+# Footer for engagement
 st.markdown("""
 ---
-**Need more ideas?** Visit our [Spoonacular API Documentation](https://spoonacular.com/food-api) for more recipe inspiration!
+**Need more practice?** Visit [Google Translate](https://translate.google.com) for real-time translations and pronunciation!
 """)
-