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Update app.py
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app.py
CHANGED
@@ -8,7 +8,6 @@ openai.api_base = "https://api.groq.com/openai/v1"
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# Function to get response from GROQ API based on category keywords
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def get_groq_response(message, category):
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# System message to tailor responses based on the category
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system_message = ""
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if category == "Stress Management":
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system_message = "Provide soothing advice and tips to help the user manage stress. Be calm and empathetic."
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@@ -38,7 +37,6 @@ def recognize_category(user_input):
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general_keywords = ["hello", "hi", "how", "what", "why", "chat", "talk"]
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friendly_keywords = ["friend", "buddy", "hangout", "fun", "relax"]
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# Check for category based on keywords
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if any(keyword in user_input.lower() for keyword in stress_keywords):
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return "Stress Management"
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elif any(keyword in user_input.lower() for keyword in career_keywords):
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@@ -48,62 +46,45 @@ def recognize_category(user_input):
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elif any(keyword in user_input.lower() for keyword in friendly_keywords):
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return "Friendly Buddy"
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else:
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return "General" # Default category
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#
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def
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category = recognize_category(user_input)
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bot_response = get_groq_response(user_input, category)
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history.append((category, user_input, bot_response))
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return history
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#
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with gr.Blocks() as demo:
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gr.Markdown("## Meet
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gr.Markdown("This chatbot
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with gr.Row():
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user_input = gr.Textbox(label="Your Message", placeholder="Type your message here...")
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submit_button = gr.Button("Submit")
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history = gr.State([])
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stress_column = gr.Column()
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career_column = gr.Column()
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general_column = gr.Column()
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friendly_column = gr.Column()
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output_area = gr.Row([stress_column, career_column, general_column, friendly_column])
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# Organize responses by category
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stress_responses = []
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career_responses = []
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general_responses = []
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friendly_responses = []
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for cat, user_msg, bot_msg in history:
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response = f"**User**: {user_msg}\n**Bot**: {bot_msg}"
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if cat == "Stress Management":
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stress_responses.append(response)
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elif cat == "Career Advice":
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career_responses.append(response)
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elif cat == "General":
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general_responses.append(response)
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elif cat == "Friendly Buddy":
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friendly_responses.append(response)
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return {
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stress_column: "\n\n".join(stress_responses) or "No responses yet.",
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career_column: "\n\n".join(career_responses) or "No responses yet.",
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general_column: "\n\n".join(general_responses) or "No responses yet.",
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friendly_column: "\n\n".join(friendly_responses) or "No responses yet.",
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history: history
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}
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submit_button.click(
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fn=process_input,
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# Function to get response from GROQ API based on category keywords
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def get_groq_response(message, category):
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system_message = ""
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if category == "Stress Management":
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system_message = "Provide soothing advice and tips to help the user manage stress. Be calm and empathetic."
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general_keywords = ["hello", "hi", "how", "what", "why", "chat", "talk"]
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friendly_keywords = ["friend", "buddy", "hangout", "fun", "relax"]
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if any(keyword in user_input.lower() for keyword in stress_keywords):
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return "Stress Management"
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elif any(keyword in user_input.lower() for keyword in career_keywords):
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elif any(keyword in user_input.lower() for keyword in friendly_keywords):
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return "Friendly Buddy"
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else:
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return "General" # Default category
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# Function to process input and generate category-specific responses
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def process_input(user_input, history):
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category = recognize_category(user_input)
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bot_response = get_groq_response(user_input, category)
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history.append((category, user_input, bot_response))
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# Group responses by category
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stress_responses = [f"**User**: {u}\n**Bot**: {b}" for c, u, b in history if c == "Stress Management"]
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career_responses = [f"**User**: {u}\n**Bot**: {b}" for c, u, b in history if c == "Career Advice"]
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general_responses = [f"**User**: {u}\n**Bot**: {b}" for c, u, b in history if c == "General"]
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friendly_responses = [f"**User**: {u}\n**Bot**: {b}" for c, u, b in history if c == "Friendly Buddy"]
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# Return grouped responses for display
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return (
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"\n\n".join(stress_responses) or "No responses yet.",
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"\n\n".join(career_responses) or "No responses yet.",
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"\n\n".join(general_responses) or "No responses yet.",
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"\n\n".join(friendly_responses) or "No responses yet.",
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history
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)
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# Gradio UI with Blocks
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with gr.Blocks() as demo:
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gr.Markdown("## Meet Your Personal Assistant: A Caring Chatbot")
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gr.Markdown("This chatbot helps with stress management, career advice, general queries, or just being a friendly buddy!")
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with gr.Row():
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user_input = gr.Textbox(label="Your Message", placeholder="Type your message here...")
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submit_button = gr.Button("Submit")
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with gr.Row():
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stress_column = gr.Textbox(label="Stress Management", interactive=False)
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career_column = gr.Textbox(label="Career Advice", interactive=False)
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general_column = gr.Textbox(label="General", interactive=False)
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friendly_column = gr.Textbox(label="Friendly Buddy", interactive=False)
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history = gr.State([])
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submit_button.click(
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fn=process_input,
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