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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 = { | |
"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.", | |
"Stress Management": "Offer calming techniques and advice to handle stress effectively.", | |
# (Continue with all other categories...) | |
"Friendly Buddy": "Respond as a supportive and fun friend. Be informal, cheerful, and light-hearted." | |
} | |
system_message = system_messages.get(category, "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 | |
# Gradio Interface with grouped categories | |
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" | |
] | |
} | |
def get_subcategories(main_category): | |
return categories.get(main_category, []) | |
with gr.Blocks(css=""" | |
/* Add custom CSS here */ | |
""") 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=get_subcategories("Academic Support") | |
) | |
def update_subcategories(main_category): | |
return gr.Dropdown.update(choices=get_subcategories(main_category), value=None) | |
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") | |
# Add functionality to handle interactions | |
def handle_chat(user_input, category, history): | |
if not user_input.strip(): | |
return history, history | |
updated_history, _ = chatbot(user_input, 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() | |