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app.py
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import os
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import gradio as gr
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from groq import Groq
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from googletrans import Translator
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# Function to get recommendations from Groq AI based on user input
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def get_opportunities(user_interests, user_skills, user_location):
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api_key = "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" # Replace with your actual API key
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if not api_key:
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raise ValueError("API key is missing.")
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# Initialize the Groq client with the API key
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client = Groq(api_key=api_key)
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# Construct the query
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query = f"Based on the user's interests in {user_interests}, skills in {user_skills}, and location of {user_location}, find scholarships, internships, online courses, and career advice suitable for them."
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# Request to Groq API
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response = client.chat.completions.create(
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messages=[{"role": "user", "content": query}],
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model="llama-3.3-70b-versatile",
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)
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return response.choices[0].message.content
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# Function to translate text into the selected language
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def translate_text(text, target_language):
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translator = Translator()
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translated = translator.translate(text, dest=target_language)
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return translated.text
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# Function to get chatbot response
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def get_chatbot_response(user_message):
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api_key = "your_groq_api_key" # Replace with your actual API key
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if not api_key:
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raise ValueError("API key is missing.")
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# Initialize the Groq client with the API key
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client = Groq(api_key=api_key)
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# Request to Groq API for chatbot response
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response = client.chat.completions.create(
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messages=[{"role": "user", "content": user_message}],
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model="llama-3.3-70b-versatile",
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)
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return response.choices[0].message.content
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# Gradio interface
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with gr.Blocks(css="""
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.gradio-container {
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background-color: #f0f0f5;
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color: #333;
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font-family: 'Roboto', sans-serif;
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padding: 20px;
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border-radius: 10px;
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box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
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}
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.gradio-container .button {
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background-color: #007bff;
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color: white;
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padding: 12px;
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font-size: 16px;
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border-radius: 10px;
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border: none;
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}
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.gradio-container .button:hover {
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background-color: #0056b3;
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}
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.gradio-container .textbox {
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font-size: 16px;
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padding: 12px;
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border-radius: 10px;
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border: 1px solid #ccc;
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}
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""") as demo:
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gr.Markdown("""
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<h1 style="text-align:center;">AI-Powered Opportunity Finder for Youth</h1>
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<p style="text-align:center;">Find scholarships, internships, online courses, and career advice based on your interests, skills, and location.</p>
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""")
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# Sidebar for input fields
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with gr.Column():
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gr.Markdown("### Provide your details to find opportunities")
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interests = gr.Textbox(label="Your Interests (e.g., AI, Robotics, Software Engineering):")
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skills = gr.Textbox(label="Your Skills (e.g., Python, Data Science, Web Development):")
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location = gr.Textbox(label="Your Location (e.g., Gujrat, Pakistan):")
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languages = gr.Dropdown(
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label="Select your preferred language:",
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choices=["English", "Spanish", "French", "German", "Italian", "Chinese", "Japanese", "Urdu"],
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value="English"
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)
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find_button = gr.Button("Find Opportunities")
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# Chatbot Section
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with gr.Column():
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gr.Markdown("### AI Chatbot")
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user_message = gr.Textbox(label="Ask anything to the chatbot:", lines=2)
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chatbot_output = gr.Textbox(label="Chatbot Response:", interactive=False)
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# Function to handle finding opportunities
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def find_opportunities_and_chat(interests, skills, location, language, user_message):
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# Fetch opportunities
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opportunities = get_opportunities(interests, skills, location)
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translated_opportunities = translate_text(opportunities, language)
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# Get chatbot response
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chatbot_response = get_chatbot_response(user_message) if user_message else "Ask me anything!"
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return translated_opportunities, chatbot_response
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# Connect the button to the function
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find_button.click(
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find_opportunities_and_chat,
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inputs=[interests, skills, location, languages, user_message],
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outputs=[gr.Textbox(label="Recommended Opportunities"), chatbot_output]
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)
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# Launch the Gradio app
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if __name__ == "__main__":
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demo.launch()
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