Chatbot1 / app.py
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import gradio as gr
from groq.client import Client # Adjust this based on Groq's official documentation
# Initialize Groq API client
api_key = "your_groq_api_key" # Replace with your actual API key
client = Client(api_key=api_key)
# Chatbot logic using Groq API
def chatbot(message, history):
history = history or [] # Initialize history if None
# Build a prompt using the chat history
prompt = "\n".join([f"User: {msg[0]}\nBot: {msg[1]}" for msg in history])
prompt += f"\nUser: {message}\nBot:"
# Query the Groq API
response = client.chat.completions.create(
messages=[{"role": "user", "content": prompt}],
model="llama-3.3-70b-versatile", # Adjust the model name if necessary
)
bot_reply = response.choices[0].message.content.strip() # Extract the reply
# Append the conversation to history
history.append((message, bot_reply))
return history, history
# Gradio Interface
with gr.Blocks() as demo:
gr.Markdown("# Gradio Chatbot with Groq API")
chatbot_ui = gr.Chatbot(label="Chatbot") # Chatbot display
with gr.Row():
user_input = gr.Textbox(placeholder="Type your message here...") # Input box
submit_btn = gr.Button("Send") # Send button
# Clear history button
clear_btn = gr.Button("Clear Chat")
# State management for chat history
state = gr.State()
# Event bindings
submit_btn.click(chatbot, inputs=[user_input, state], outputs=[chatbot_ui, state])
clear_btn.click(lambda: ([], None), outputs=[chatbot_ui, state])
# Launch the app
demo.launch()