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import os | |
from groq import Groq | |
import gradio as gr | |
import logging | |
# Set up logging | |
logging.basicConfig(level=logging.DEBUG) | |
logger = logging.getLogger(__name__) | |
# Initialize the Groq client | |
api_key = os.environ.get("GROQ_API_KEY") | |
if not api_key: | |
logger.error("GROQ_API_KEY environment variable is not set.") | |
raise ValueError("GROQ_API_KEY environment variable is required.") | |
client = Groq(api_key=api_key) | |
MODEL_NAME = os.environ.get("MODEL_NAME", "llama3-8b-8192") | |
# Define a function to handle chat completions | |
def get_completion(user_input): | |
try: | |
completion = client.chat.completions.create( | |
model=MODEL_NAME, | |
messages=[ | |
{"role": "system", "content": "You are a helpful assistant."}, | |
{"role": "user", "content": user_input} | |
], | |
temperature=1, | |
max_tokens=1024, | |
top_p=1, | |
stream=True, | |
stop=None, | |
) | |
response = "" | |
for chunk in completion: | |
response += chunk.choices[0].delta.content or "" | |
return response | |
except Exception as e: | |
logger.error(f"Error during completion: {e}") | |
return "Sorry, I encountered an error while processing your request." | |
# Launch Gradio interface | |
def launch_interface(): | |
demo = gr.Interface( | |
fn=get_completion, | |
inputs=gr.Textbox( | |
label="Enter your query:", | |
placeholder="Ask me anything...", | |
lines=2, | |
max_lines=5, | |
show_label=True, | |
interactive=True | |
), | |
outputs=gr.Textbox( | |
label="Response:", | |
interactive=False, | |
show_label=True, | |
lines=6, | |
max_lines=10 | |
), | |
title="Mr AI", | |
description="Ask anything and get a helpful response.", | |
theme="default", | |
css=".gr-box { border-radius: 10px; border: 1px solid #ccc; padding: 10px; }", | |
allow_flagging="never" | |
) | |
logger.info("Starting Gradio interface") | |
demo.launch(share=True) | |
if __name__ == "__main__": | |
launch_interface() |