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import os |
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from groq import Groq |
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import gradio as gr |
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import logging |
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os.environ["GROQ_API_KEY"] = "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" |
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logging.basicConfig(level=logging.DEBUG) |
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logger = logging.getLogger(__name__) |
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api_key = os.environ.get("GROQ_API_KEY") |
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if not api_key: |
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logger.error("GROQ_API_KEY environment variable is not set.") |
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raise ValueError("GROQ_API_KEY environment variable is required.") |
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client = Groq(api_key=api_key) |
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MODEL_NAME = os.environ.get("MODEL_NAME", "llama3-8b-8192") |
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def get_completion(user_input): |
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if not user_input.strip(): |
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return "Please enter a valid query." |
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if "who made you" in user_input.lower(): |
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return "I was created by Thirumoorthi, a brilliant mind working on AI systems!" |
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try: |
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completion = client.chat.completions.create( |
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model=MODEL_NAME, |
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messages=[ |
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{"role": "system", "content": "You are a friendly and helpful assistant, like ChatGPT."}, |
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{"role": "user", "content": user_input} |
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], |
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temperature=0.7, |
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max_tokens=1024, |
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top_p=1, |
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stream=True, |
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stop=None, |
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) |
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response = "" |
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for chunk in completion: |
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response += chunk.choices[0].delta.content or "" |
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return response.strip() |
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except Exception as e: |
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logger.error(f"Error during completion: {e}") |
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return "Sorry, I encountered an error while processing your request." |
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def launch_interface(): |
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demo = gr.Interface( |
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fn=get_completion, |
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inputs=gr.Textbox( |
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label="Ask me anything:", |
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placeholder="I am here to help! Ask away...", |
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lines=2, |
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max_lines=5, |
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show_label=True, |
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interactive=True |
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), |
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outputs=gr.Textbox( |
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label="Response:", |
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interactive=False, |
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show_label=True, |
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lines=6, |
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max_lines=10 |
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), |
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title="Chat with Mr AI", |
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description="I am your friendly assistant, just like ChatGPT! Ask me anything, and I will do my best to help.", |
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theme="huggingface", |
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css=""" |
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.gr-box { border-radius: 15px; border: 1px solid #e1e1e1; padding: 20px; background-color: #f9f9f9; } |
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.gr-button { background-color: #4CAF50; color: white; font-size: 14px; } |
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.gr-textbox { border-radius: 8px; font-size: 16px; padding: 10px; } |
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.gr-output { background-color: #f1f1f1; border-radius: 8px; font-size: 16px; padding: 15px; } |
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""", |
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allow_flagging="never", |
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live=True, |
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) |
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logger.info("Starting Gradio interface") |
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demo.launch(share=True) |
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if __name__ == "__main__": |
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launch_interface() |
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