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Update app.py
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app.py
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import gradio as gr
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import os
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from openai import OpenAI
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config = {
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"max_tokens": 1000,
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"model": "gpt-4",
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"temperature": 0
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}
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def invoke(openai_api_key, prompt):
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if (openai_api_key == ""):
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raise gr.Error("OpenAI API Key is required.")
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if (prompt == ""):
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raise gr.Error("Prompt is required.")
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os.environ["OPENAI_API_KEY"] = openai_api_key
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content = ""
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try:
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client = OpenAI()
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completion = client.chat.completions.create(
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max_tokens = config["max_tokens"],
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messages = [{"role": "user", "content": prompt}],
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model = config["model"],
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temperature = config["temperature"])
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content = completion.choices[0].message.content
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except Exception as e:
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err_msg = e
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raise gr.Error(e)
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return content
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description = """<a href='https://www.gradio.app/'>Gradio</a> UI using the <a href='https://openai.com/'>OpenAI</a> SDK
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with <a href='https://openai.com/research/gpt-4'>gpt-4</a> model."""
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gr.close_all()
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demo = gr.Interface(fn = invoke,
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inputs = [gr.Textbox(label = "OpenAI API Key", type = "password", lines = 1),
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gr.Textbox(label = "Prompt", lines = 1)],
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outputs = [gr.Textbox(label = "Completion", lines = 1)],
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title = "Generative AI - LLM",
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description = description)
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demo.launch()
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