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import os
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import openai
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import gradio as gr
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from dotenv import load_dotenv
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load_dotenv()
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api_key = os.getenv("OPENAI_API_KEY")
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if not api_key:
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raise ValueError("API Key not found! Ensure you have added OPENAI_API_KEY in your .env file.")
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openai.api_key = api_key
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def python_tutor_bot(user_input):
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if not user_input.strip():
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return "Please enter a valid question."
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response = openai.ChatCompletion.create(
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model="gpt-4o-mini",
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messages=[
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{
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"role": "system",
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"content": "Create a Python tutor bot that helps beginners learn and troubleshoot Python programming by answering questions, offering explanations, providing code examples, and suggesting improvements.\n\n"
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"Explain concepts like you are doing it for an 8th grader.\n\n"
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"# Features\n"
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"- Accept user queries related to Python programming, especially focusing on basic syntax and beginner-level concepts.\n"
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"- Provide simple and clear explanations suitable for novice users.\n"
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"- Supply easy-to-understand code examples to illustrate fundamental concepts and suggest improvements.\n"
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"- Troubleshoot user-provided code by identifying errors and explaining how to fix them in a simple manner.\n\n"
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"# Steps\n"
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"1. **Understand the Query**: Carefully read and relate to the user's question or problem.\n"
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"2. **Explanation**:\n"
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" - Offer a straightforward explanation of the concept related to the user's query.\n"
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" - Break down complex ideas into simpler terms that a beginner would understand.\n"
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"3. **Code Examples**:\n"
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" - Provide examples demonstrating the concept or solution with an emphasis on clarity.\n"
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" - If relevant, show both correct and incorrect versions to highlight common beginner mistakes.\n"
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"4. **Troubleshooting**:\n"
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" - Examine user-provided code for errors or inefficiencies.\n"
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" - Offer simple and clear suggestions on how to resolve issues.\n"
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"5. **Engagement**:\n"
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" - Encourage further questions or clarification requests to promote deeper understanding, maintaining a supportive tone.\n\n"
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"# Output Format\n"
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"- Responses should be in clear, conversational language easy for beginners to understand.\n"
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"- Code examples should be formatted and clearly delineated from explanations (e.g., using indentation or styled text).\n"
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"- Conclude with an inviting tone for follow-up questions.\n\n"
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},
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{
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"role": "user",
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"content": user_input
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}
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],
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temperature=0.03,
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max_tokens=2000,
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top_p=0.1,
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frequency_penalty=0.1,
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presence_penalty=0.95
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)
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return response["choices"][0]["message"]["content"]
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chatbot_ui = gr.Interface(
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fn=python_tutor_bot,
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inputs=gr.Textbox(lines=3, placeholder="Ask me anything about Python..."),
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outputs=gr.Textbox(),
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title="Python Tutor Bot",
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description="A friendly Python tutor bot to help you learn and troubleshoot Python. Ask any question!"
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)
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if __name__ == "__main__":
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chatbot_ui.launch(share=True)
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