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import openai
import gradio as gr
import datetime
initial_prompt = "List the following in a HTML table with an appropriate number of rows in an appropriate order, giving the table an appropriate caption. Each non-numeric cell in the table, regardless of column, contains a link whenever possible to an appropriate Wikipedia page that opens in a new tab. No other links besides Wikipedia pages are permitted. The table contains around 5 columns with appropriate attributes: "
def set_openai_api_key(api_key, openai_api_key):
if api_key:
openai_api_key = api_key
return openai_api_key
def openai_create(prompt, openai_api_key, temperature):
print("\n==== date/time: " + str(datetime.datetime.now()) + " ====")
print("prompt: " + prompt)
print("temperature: ", temperature)
openai.api_key = openai_api_key
response = openai.Completion.create(
model="text-davinci-003",
prompt=prompt,
temperature=temperature,
max_tokens=2000,
top_p=1,
frequency_penalty=0,
presence_penalty=0
)
return response.choices[0].text
def desc2sheet(desc, openai_api_key, temperature):
if not openai_api_key or openai_api_key == "":
return "<pre>Please paste your OpenAI API key (see https://beta.openai.com)</pre>"
html = openai_create(initial_prompt + desc + '\n', openai_api_key, temperature)
return html
def update_temperature(temp_slider, temp_state):
if temp_slider:
temp_state = temp_slider
return temp_state
block = gr.Blocks(css=".gradio-container {background-color: lightgray}")
with block:
with gr.Row():
temperature_slider = gr.Slider(label="GPT Temperature", value=0.0, minimum=0.0, maximum=1.0, step=0.1)
title = gr.Markdown("""<h3><center>GPT-3.5 Table-inator</center></h3>""")
openai_api_key_textbox = gr.Textbox(placeholder="Paste your OpenAI API key",
show_label=False, lines=1, type='password')
table = gr.Markdown("")
with gr.Row():
request = gr.Textbox(label="GPT prompt: " + initial_prompt,
placeholder="Ex: Computer languages")
submit = gr.Button(value="Create", variant="secondary").style(full_width=False)
openai_api_key_state = gr.State()
temperature_state = gr.State(0.0)
submit.click(desc2sheet, inputs=[request, openai_api_key_state, temperature_state], outputs=[table])
request.submit(desc2sheet, inputs=[request, openai_api_key_state, temperature_state], outputs=[table])
openai_api_key_textbox.change(set_openai_api_key,
inputs=[openai_api_key_textbox, openai_api_key_state],
outputs=[openai_api_key_state])
temperature_slider.change(update_temperature,
inputs=[temperature_slider, temperature_state],
outputs=[temperature_state])
block.launch()
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