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Browse files- app.py +93 -0
- requirements.txt +3 -0
app.py
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# Import necessary libraries
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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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import os
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# Load environment variables from the .env file
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load_dotenv()
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# Retrieve the OpenAI API key
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api_key = os.getenv("OPENAI_API_KEY")
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# Check if the API key is loaded properly
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if not api_key:
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raise ValueError(
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"OpenAI API key is not set. Please make sure your .env file contains the line 'OPENAI_API_KEY=<your-api-key>'"
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)
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# Set the API key for OpenAI
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openai.api_key = api_key
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# Define the system prompt
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system_prompt = {
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"role": "system",
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"content": (
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"You are a Python master bot designed to answer questions specifically "
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"related to Python programming. Provide explanations in a way that a 7th grader "
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"can understand, using clear language and examples. If a non-Python-related question "
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"is asked, politely decline and redirect the conversation back to Python topics.\n\n"
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"# Steps\n\n"
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"1. Identify the Python-related question from the user.\n"
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"2. Simplify the explanation to ensure a 7th grader can understand it.\n"
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"3. Provide a relevant example with a brief explanation.\n"
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"4. If the question is not about Python, politely decline and suggest focusing on Python topics.\n\n"
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"# Output Format\n\n"
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"Respond in simple language with explanations, examples, and polite declinations if necessary.\n\n"
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"# Examples\n\n"
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"**Example 1:**\n\n"
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"*Input:* \"How do I create a variable in Python?\"\n\n"
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"*Output:*\n"
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"\"Creating a variable in Python is simple. You just need to choose a name and assign a value using the equal sign. For example:\n"
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"```python\nage = 12\n```\nHere, 'age' is the variable name and '12' is the value it's holding.\"\n\n"
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"**Example 2:**\n\n"
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"*Input:* \"Can you tell me about the history of the Internet?\"\n\n"
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"*Output:*\n"
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"\"I'm here to help with Python programming questions. If you have questions about Python, feel free to ask!\"\n\n"
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"# Notes\n\n"
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"- Always ensure the response includes an explanation suitable for a 7th grader.\n"
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"- Use at least one code example in the explanation when applicable.\n"
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"- Maintain a friendly and encouraging tone."
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),
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}
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# Define the chatbot function
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def chatbot(user_input):
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try:
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# Create the message structure
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messages = [
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system_prompt,
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{"role": "user", "content": user_input},
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]
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# Get the response from OpenAI
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response = openai.ChatCompletion.create(
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model="gpt-4",
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messages=messages,
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temperature=0,
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max_tokens=1024,
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top_p=0.1,
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frequency_penalty=0,
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presence_penalty=0,
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)
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# Return the assistant's reply
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return response["choices"][0]["message"]["content"]
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except openai.error.AuthenticationError as e:
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return (
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"Authentication Error: Please check if your API key is correctly set in the .env file."
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)
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except Exception as e:
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return f"An error occurred: {str(e)}"
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# Create the Gradio interface
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interface = gr.Interface(
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fn=chatbot,
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inputs="text",
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outputs="text",
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title="Python Master Bot",
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description="Ask me any Python programming question, and I will answer in a way a 7th grader can understand.",
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)
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# Launch the interface
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interface.launch(share=True)
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requirements.txt
ADDED
@@ -0,0 +1,3 @@
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openai==0.28
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gradio
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python-dotenv
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