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import os | |
import openai | |
import gradio as gr | |
import datetime | |
gpt_temperature = 0.1 | |
initial_prompt = "List the following in a HTML table with about 10 rows in an appropriate order, giving the table an appropriate caption. The table contains about 5 columns with appropriate attributes. 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: " | |
title_prompt = "Write a title without quotation marks for a table that contains the following information: " | |
prompt = "" | |
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): | |
print("\n==== date/time: " + str(datetime.datetime.now()) + " ====") | |
print("prompt: " + prompt) | |
print("gpt_temperature: ", gpt_temperature) | |
print("in openai_create openai_api_key: ", openai_api_key) | |
#os.environ["OPENAI_API_KEY"] = openai_api_key | |
openai.api_key = openai_api_key | |
response = openai.Completion.create( | |
model="text-davinci-003", | |
prompt=prompt, | |
temperature=gpt_temperature, | |
max_tokens=2000, | |
top_p=1, | |
frequency_penalty=0, | |
presence_penalty=0 | |
) | |
#os.environ["OPENAI_API_KEY"] = "" | |
return response.choices[0].text | |
def desc2sheet(desc, openai_api_key): | |
if not openai_api_key or openai_api_key == "": | |
return "<pre>Please paste your OpenAI API key</pre>" | |
print("\n==== date/time: " + str(datetime.datetime.now()) + " ====") | |
print("desc: " + desc) | |
print("gpt_temperature: ", gpt_temperature) | |
print("in desc2sheet openai_api_key: ", openai_api_key) | |
html = openai_create(initial_prompt + desc + '\n', openai_api_key) | |
return html | |
def update_temperature(temperature): | |
global gpt_temperature | |
gpt_temperature = temperature | |
block = gr.Blocks(css=".gradio-container {background-color: lightgray}") | |
with block: | |
with gr.Row(): | |
temperature = gr.Slider(label="GPT Temperature", value=gpt_temperature, 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 (sk-...)", | |
show_label=False, lines=1, type='password') | |
table = gr.Markdown("") | |
with gr.Row(): | |
request = gr.Textbox(label=initial_prompt, | |
placeholder="Ex: 12 computer languages and their inventors by year of birth") | |
submit = gr.Button(value="Create", variant="secondary").style(full_width=False) | |
openai_api_key_state = gr.State() | |
submit.click(desc2sheet, inputs=[request, openai_api_key_state], outputs=[table]) | |
request.submit(desc2sheet, inputs=[request, openai_api_key_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.change(update_temperature, temperature) | |
block.launch() | |