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Update app.py
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app.py
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@@ -2,32 +2,19 @@ import gradio as gr
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from openai import OpenAI
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def
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message,
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history: list[dict[str, str]],
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system_message,
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max_tokens,
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temperature,
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top_p,
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openai_api_key,
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):
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"""
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"""
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if not openai_api_key:
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return
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client = OpenAI(api_key=openai_api_key)
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messages.extend(history)
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messages.append({"role": "user", "content": message})
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response = ""
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stream = client.completions.create(
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model="gpt-3.5-turbo-instruct",
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prompt=
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max_tokens=max_tokens,
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temperature=temperature,
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top_p=top_p,
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@@ -36,31 +23,50 @@ def respond(
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for event in stream:
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if hasattr(event, "choices") and event.choices:
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yield
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additional_inputs=[
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gr.Textbox(value="Please enter your text", label="System message"),
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gr.Slider(minimum=1, maximum=1024, value=256, step=1, label="Max new tokens"),
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gr.Slider(minimum=0.0, maximum=2.0, value=0.7, step=0.1, label="Temperature"),
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gr.Slider(minimum=0.1, maximum=1.0, value=1.0, step=0.05, label="Top-p"),
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gr.Textbox(
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placeholder="sk-... paste your OpenAI API key here",
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label="🔑 OpenAI API Key",
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type="password",
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),
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],
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)
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if __name__ == "__main__":
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demo.launch()
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from openai import OpenAI
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def complete_text(prompt, max_tokens, temperature, top_p, openai_api_key):
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"""
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Get a plain text completion from OpenAI gpt-3.5-turbo-instruct.
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"""
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if not openai_api_key:
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return "⚠️ Please enter a valid OpenAI API key."
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client = OpenAI(api_key=openai_api_key)
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response_text = ""
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stream = client.completions.create(
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model="gpt-3.5-turbo-instruct",
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prompt=prompt,
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max_tokens=max_tokens,
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temperature=temperature,
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top_p=top_p,
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for event in stream:
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if hasattr(event, "choices") and event.choices:
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token = event.choices[0].text or ""
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response_text += token
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yield response_text
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with gr.Blocks() as demo:
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gr.Markdown("## ✍️ Text Completion Demo (OpenAI gpt-3.5-turbo-instruct)")
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gr.Markdown("Enter a prompt, adjust decoding parameters, and watch the model complete your text.")
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with gr.Row():
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with gr.Column(scale=2):
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prompt = gr.Textbox(
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label="Prompt",
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placeholder="Type the beginning of your text...",
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lines=4,
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)
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max_tokens = gr.Slider(
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minimum=1, maximum=1024, value=100, step=1, label="Max tokens"
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)
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temperature = gr.Slider(
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minimum=0.0, maximum=2.0, value=0.7, step=0.1, label="Temperature"
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)
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top_p = gr.Slider(
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minimum=0.1, maximum=1.0, value=1.0, step=0.05, label="Top-p"
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)
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api_key = gr.Textbox(
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placeholder="sk-... Paste your OpenAI API key here",
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label="🔑 OpenAI API Key",
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type="password",
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)
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submit = gr.Button("Generate Completion")
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with gr.Column(scale=3):
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output = gr.Textbox(
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label="Generated Completion",
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lines=15,
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)
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submit.click(
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fn=complete_text,
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inputs=[prompt, max_tokens, temperature, top_p, api_key],
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outputs=output,
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)
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if __name__ == "__main__":
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demo.launch()
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