Spaces:
Sleeping
Sleeping
import gradio as gr | |
import openai | |
import os | |
# Set OpenAI API Key | |
openai.api_key = os.getenv("TRY_NEW_THINGS") | |
openai.api_base = "https://api.groq.com/openai/v1" | |
# Function to get response from GROQ API | |
def get_groq_response(message, category): | |
# Define system message based on category | |
system_messages = { | |
"Stress Management": "Provide soothing advice and tips to help the user manage stress. Be calm, empathetic, and reassuring.", | |
"Career Advice": "Offer professional and constructive career advice. Be encouraging, insightful, and action-oriented.", | |
"General": "Engage in general conversation. Be friendly, approachable, and easygoing.", | |
"Funny": "Respond with humorous remarks and witty commentary. Be entertaining but remain respectful.", | |
"Flirty": "Respond playfully and with charm. Keep it light-hearted, fun, and appropriate.", | |
"Scary": "Respond with spooky or thrilling remarks. Set a mysterious and eerie tone.", | |
"Business Mind": "Respond with a sharp, professional focus. Offer strategic advice and maintain a results-driven tone.", | |
"Extrovert": "Respond with high energy and enthusiasm. Be engaging, sociable, and vibrant.", | |
"Friendly Buddy": "Respond as a supportive and fun friend. Be informal, cheerful, and light-hearted.", | |
"Study Tips": "Provide effective study strategies, time management advice, and tips for staying organized and focused.", | |
"Exam Preparation": "Offer tips for preparing for exams, managing anxiety, and optimizing performance on test day.", | |
"Project Guidance": "Provide advice on how to tackle academic projects, group assignments, and presentations effectively.", | |
"Time Management": "Help the user manage their time effectively with practical scheduling and prioritization tips.", | |
"Motivation & Focus": "Provide encouraging advice to stay motivated and maintain focus on long-term goals.", | |
"Building Confidence": "Offer advice to help boost self-esteem, overcome self-doubt, and build confidence.", | |
"Friendship & Social Skills": "Provide tips for making friends, improving communication skills, and navigating social dynamics.", | |
"Networking & Career Building": "Offer advice on networking, building professional relationships, and finding internships or job opportunities.", | |
"Work-Life Balance": "Help the user balance academics, social life, and personal well-being.", | |
"Mental Health": "Provide empathetic advice to manage stress, anxiety, and other mental health challenges. Encourage seeking professional help when needed.", | |
"Physical Health": "Share tips for maintaining physical health, including fitness, sleep, and nutrition.", | |
"Budgeting Tips": "Provide practical advice for managing money, creating a budget, and saving effectively as a student.", | |
"Finding Part-Time Jobs": "Share tips for finding and balancing part-time work with academic responsibilities.", | |
"Scholarships & Financial Aid": "Provide advice on applying for scholarships, grants, and understanding financial aid options.", | |
"Resume Building": "Offer tips for creating an impressive resume tailored for internships or entry-level positions.", | |
"Interview Preparation": "Provide advice on how to prepare for interviews, including common questions and presentation tips.", | |
"Skill Development": "Suggest ways to build skills, gain certifications, and stand out in competitive fields.", | |
"Exploring New Hobbies": "Encourage trying new activities and provide ideas for hobbies that fit college life.", | |
"Clubs & Extracurriculars": "Offer advice on joining clubs, participating in activities, and enhancing the college experience.", | |
"Creative Projects": "Provide inspiration and resources for personal or group creative endeavors.", | |
} | |
system_message = system_messages.get(category, "Category not recognized. Respond appropriately to the user's input.") | |
try: | |
response = openai.ChatCompletion.create( | |
model="llama-3.1-70b-versatile", | |
messages=[ | |
{"role": "system", "content": system_message}, | |
{"role": "user", "content": message} | |
] | |
) | |
return response.choices[0].message["content"] | |
except Exception as e: | |
return f"Error: {str(e)}" | |
# Chatbot function | |
def chatbot(user_input, category, history=[]): | |
bot_response = get_groq_response(user_input, category) | |
history.append((f"You: {user_input}", f"Bot: {bot_response}")) | |
return history, history | |
# Categories grouped into main and subcategories | |
categories = { | |
"Academic Support": [ | |
"Study Tips", "Exam Preparation", "Project Guidance", "Time Management", "Building Confidence" | |
], | |
"Mental & Physical Wellness": [ | |
"Stress Management", "Motivation & Focus", "Mental Health", "Physical Health", "Work-Life Balance" | |
], | |
"Career & Financial": [ | |
"Networking & Career Building", "Finding Part-Time Jobs", "Scholarships & Financial Aid", | |
"Resume Building", "Interview Preparation", "Budgeting Tips", "Skill Development" | |
], | |
"Social & Personal Growth": [ | |
"Friendship & Social Skills", "Exploring New Hobbies", "Clubs & Extracurriculars", "Creative Projects" | |
], | |
"Fun & Miscellaneous": [ | |
"Funny", "Flirty", "Scary", "Business Mind", "Extrovert", "Friendly Buddy" | |
] | |
} | |
# Gradio Interface with grouped categories and custom CSS for colors and styles | |
with gr.Blocks(css=""" | |
body { | |
font-family: 'Poppins', sans-serif; | |
background: linear-gradient(120deg, #ff9a9e, #fad0c4, #a1c4fd); | |
animation: gradientBG 10s ease infinite; | |
margin: 0; | |
padding: 0; | |
color: #333; | |
} | |
@keyframes gradientBG { | |
0% { background-position: 0% 50%; } | |
50% { background-position: 100% 50%; } | |
100% { background-position: 0% 50%; } | |
} | |
button { | |
background: linear-gradient(90deg, #6a11cb, #2575fc); | |
color: white; | |
padding: 0.8rem 1.5rem; | |
font-size: 1rem; | |
font-weight: bold; | |
border-radius: 20px; | |
border: none; | |
cursor: pointer; | |
transition: transform 0.2s ease, background 0.2s ease; | |
} | |
button:hover { | |
background: linear-gradient(90deg, #2575fc, #6a11cb); | |
transform: scale(1.1); | |
} | |
header { | |
text-align: center; | |
margin-bottom: 20px; | |
padding: 10px; | |
border-radius: 15px; | |
background: linear-gradient(90deg, #ff758c, #ff7eb3); | |
color: white; | |
box-shadow: 0 4px 15px rgba(0, 0, 0, 0.2); | |
} | |
.chat-container { | |
border: 2px solid #ff7eb3; | |
background: rgba(255, 255, 255, 0.8); | |
border-radius: 15px; | |
padding: 15px; | |
box-shadow: 0 4px 10px rgba(0, 0, 0, 0.1); | |
max-height: 300px; | |
overflow-y: auto; | |
font-size: 1.1rem; | |
color: #333; | |
} | |
.chat-container .user-message { | |
font-weight: bold; | |
color: #6a11cb; | |
} | |
.chat-container .bot-message { | |
font-weight: normal; | |
color: #2575fc; | |
} | |
""") as chat_interface: | |
with gr.Row(): | |
gr.Markdown("<h1 style='text-align:center;'>π Vibrant Personal Assistant Chatbot π</h1>") | |
with gr.Row(): | |
gr.Markdown("<p style='text-align:center;'>Select a category and type your message to get tailored responses.</p>") | |
with gr.Row(): | |
main_category = gr.Radio( | |
label="Main Category", | |
choices=list(categories.keys()), | |
value="Academic Support" | |
) | |
sub_category = gr.Dropdown( | |
label="Subcategory", | |
choices=categories["Academic Support"], | |
value="Study Tips" | |
) | |
def update_subcategories(selected_main_category): | |
"""Update the subcategory dropdown based on the main category.""" | |
new_subcategories = categories.get(selected_main_category, []) | |
return gr.update(choices=new_subcategories, value=new_subcategories[0] if new_subcategories else None) | |
# Handle main category change to update subcategories | |
main_category.change(update_subcategories, inputs=main_category, outputs=sub_category) | |
with gr.Row(): | |
user_input = gr.Textbox(label="Your Message", placeholder="Type something...", lines=2) | |
send_button = gr.Button("Send") | |
with gr.Row(): | |
chatbot_output = gr.Chatbot(label="Chat History") | |
def handle_chat(user_input, sub_category, history): | |
if not user_input.strip(): | |
return history, history | |
updated_history, _ = chatbot(user_input, sub_category, history) | |
return updated_history, updated_history | |
send_button.click( | |
handle_chat, | |
inputs=[user_input, sub_category, chatbot_output], | |
outputs=[chatbot_output, chatbot_output] | |
) | |
chat_interface.launch() | |