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app: Add initial application file
Browse filesSigned-off-by: Panchajanya1999 <rsk52959@gmail.com>
app.py
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######################################
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##
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## ChatBot using OpenAI
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##
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######################################
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import os
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import openai as opai
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import gradio as gr
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opai.api_key = os.getenv("OPENAI_API_KEY")
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# make prompt accept command line argument
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# prompt = input("Enter prompt: ")
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# setup a function that accepts propmpt and returns a response using "gpt-3.5-turbo" model
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def chatbot(prompt, temperature = 0.2):
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response = opai.ChatCompletion.create(
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model = "gpt-3.5-turbo",
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max_tokens = 100,
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temperature = temperature,
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frequency_penalty = 0,
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presence_penalty = 0.6,
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messages = [
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{"role": "user", "content": prompt}
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]
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)
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return response['choices'][0]['message']['content']
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# test the function
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demo = gr.Interface(
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fn = chatbot,
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inputs = [gr.Textbox(lines=5, label="Prompt", placeholder="Enter prompt here", info = "Enter a prompt and the chatbot will generate a response."), gr.Slider(0, 1, 0.2, step = 0.1, label="Temperature", info = "The higher the temperature, the more creative the response will be.")],
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outputs = gr.Textbox(label="Response", lines=10),
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title = "ChatGenius - An OpenAI self-tuned chatbot based on GPT-3.5 Turbo",
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description = "Enter a prompt and the chatbot will generate a response.",
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theme=gr.themes.Monochrome()
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)
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demo.launch(share=True)
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