Create app.py
#1
by
AThirumoorthi
- opened
app.py
ADDED
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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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# Initialize the Groq client
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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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# Define a function to handle chat completions
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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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# Check if the user asks "Who made you?"
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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, # Slightly lower temperature for more controlled responses
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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() # Clean up response
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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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# Launch Gradio interface
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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", # More modern theme
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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, # Enable live updates if supported
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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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