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| import os | |
| import requests | |
| import streamlit as st | |
| from deep_translator import GoogleTranslator | |
| import asyncio | |
| # Ensure you have the correct API URL for Groq and the key is set | |
| GROQ_API_URL = "https://api.groq.com/v1/completions" # Replace with the actual endpoint if different | |
| API_KEY = os.environ.get("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") | |
| if not API_KEY: | |
| raise ValueError("API key is missing. Make sure to set the GROQ_API_KEY environment variable.") | |
| # Function to get recommendations from Groq API based on user input | |
| def get_opportunities(user_query): | |
| headers = { | |
| "Authorization": f"Bearer {API_KEY}", | |
| "Content-Type": "application/json" | |
| } | |
| payload = { | |
| "model": "llama-3.3-70b-versatile", # Example model, replace with the actual model you want | |
| "messages": [{"role": "user", "content": user_query}], | |
| } | |
| # Send the request to the Groq API | |
| response = requests.post(GROQ_API_URL, json=payload, headers=headers) | |
| if response.status_code == 200: | |
| return response.json() # Adjust as per Groq's response format | |
| else: | |
| raise ValueError(f"Error fetching data from Groq API: {response.status_code}, {response.text}") | |
| # Function to translate text into the selected language (async version) | |
| async def translate_text(text, target_language): | |
| translated = GoogleTranslator(source='auto', target=target_language).translate(text) | |
| return translated | |
| # Streamlit App Interface | |
| st.set_page_config(page_title="AI-Powered Opportunity Finder", page_icon=":bulb:", layout="wide") | |
| st.title("AI-Powered Opportunity Finder for Youth") | |
| # Custom CSS for improving the UI | |
| st.markdown(""" | |
| <style> | |
| .css-1v0mbdj {padding-top: 30px; font-size: 1.5rem;} | |
| .css-1wa3m6h {padding: 10px; background-color: #f0f0f5;} | |
| .css-1w4t6pm {border: 1px solid #ccc; padding: 10px; background-color: #fff;} | |
| .css-1f4y1re {font-size: 1.2rem;} | |
| </style> | |
| """, unsafe_allow_html=True) | |
| # Sidebar for input fields | |
| st.sidebar.header("Ask the AI Chatbot for Opportunities") | |
| # Language selection | |
| languages = { | |
| "English": "en", | |
| "Spanish": "es", | |
| "French": "fr", | |
| "German": "de", | |
| "Italian": "it", | |
| "Chinese": "zh", | |
| "Japanese": "ja", | |
| "Urdu": "ur" | |
| } | |
| selected_language = st.sidebar.selectbox("Select your preferred language:", list(languages.keys())) | |
| # Chat history | |
| if "messages" not in st.session_state: | |
| st.session_state.messages = [] | |
| # Display chat history | |
| for message in st.session_state.messages: | |
| if message["role"] == "user": | |
| st.markdown(f"**You:** {message['content']}") | |
| else: | |
| st.markdown(f"**AI:** {message['content']}") | |
| # Input box for user query | |
| user_query = st.text_input("Ask me about scholarships, internships, or online courses:") | |
| # Button to send message to chatbot | |
| if st.button("Send"): | |
| if user_query: | |
| # Append user query to chat history | |
| st.session_state.messages.append({"role": "user", "content": user_query}) | |
| with st.spinner("Fetching opportunities..."): | |
| try: | |
| # Get the opportunity details based on user query | |
| opportunities_response = get_opportunities(user_query) | |
| # Extract the response content, modify based on actual response format | |
| opportunities_text = opportunities_response.get("choices", [{}])[0].get("message", {}).get("content", "No data found.") | |
| # Run the async translate function and get the translated text | |
| translated_opportunities = asyncio.run(translate_text(opportunities_text, languages[selected_language])) | |
| # Append AI response to chat history | |
| st.session_state.messages.append({"role": "ai", "content": translated_opportunities}) | |
| except Exception as e: | |
| st.error(f"Error: {e}") | |
| # Scroll to the latest message | |
| st.experimental_rerun() | |
| else: | |
| st.error("Please enter a query.") | |
| # Add a footer with contact info and clickable links | |
| st.markdown(""" | |
| <footer style="text-align:center; padding: 20px; font-size: 1rem; background-color: #f0f0f5;"> | |
| <p>Powered by Groq, Google Translate (deep-translator), and Streamlit</p> | |
| <p>For more opportunities, visit:</p> | |
| <ul style="list-style-type:none; padding: 0;"> | |
| <li><a href="https://www.groq.com" target="_blank">Groq - AI Solutions</a></li> | |
| <li><a href="https://www.scholarships.com" target="_blank">Scholarships.com</a></li> | |
| <li><a href="https://www.coursera.org" target="_blank">Coursera - Online Courses</a></li> | |
| <li><a href="https://www.linkedin.com/jobs" target="_blank">LinkedIn Jobs</a></li> | |
| </ul> | |
| <p>Contact: [email protected]</p> | |
| </footer> | |
| """, unsafe_allow_html=True) | |