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import os | |
import requests | |
import gradio as gr | |
# Retrieve the API key from the environment variable | |
groq_api_key = os.getenv("GROQ_API_KEY") | |
if not groq_api_key: | |
raise ValueError("GROQ_API_KEY is missing! Set it in the Hugging Face Spaces 'Secrets'.") | |
# Define the API endpoint and headers | |
url = "https://api.groq.com/openai/v1/chat/completions" | |
headers = {"Authorization": f"Bearer {groq_api_key}"} | |
# Function to interact with Groq API | |
def chat_with_groq(user_input): | |
body = { | |
"model": "deepseek-r1-distill-qwen-32b", | |
"messages": [{"role": "user", "content": user_input}] | |
} | |
response = requests.post(url, headers=headers, json=body) | |
if response.status_code == 200: | |
return response.json()['choices'][0]['message']['content'] | |
else: | |
return f"Error: {response.json()}" | |
# Create Gradio interface | |
interface = gr.Interface( | |
fn=chat_with_groq, | |
inputs=gr.Textbox(lines=2, placeholder="Ask me anything..."), | |
outputs=gr.Textbox(), | |
title="Chat with Groq AI (deepseek-r1-distill-qwen-32b)", | |
description="Type your question below and get a response powered by Groq's deepseek-r1-distill-qwen-32b model." | |
) | |
# Launch Gradio app | |
if __name__ == "__main__": | |
interface.launch() | |