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import gradio as gr
import openai
import os
css_file = os.path.join(os.path.dirname(file), "style.css")
initial_prompt = "You are a helpful assistant."
def parse_text(text):
lines = text.split("\n")
for i, line in enumerate(lines):
if "`" in line:
items = line.split('`')
if items[-1]:
lines[i] = f'<pre><code class="{items[-1]}">'
else:
lines[i] = '<pre><code>'
elif "`" in line and "</code></pre>" not in line:
lines[i] = "</code></pre>"
elif "#" in line:
lines[i] = f"<h1>{line.strip('#')}</h1>"
elif "##" in line:
lines[i] = f"<h2>{line.strip('##')}</h2>"
elif "###" in line:
lines[i] = f"<h3>{line.strip('###')}</h3>"
return "\n".join(lines)
def generate_response(prompt):
# procesăm promptul
prompt = parse_text(prompt)
# configurăm OpenAI API
openai.api_key = "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"
model_engine = "davinci"
prompt_length = len(prompt)
max_tokens = 1024 - prompt_length
temperature = 0.7
#generăm răspunsul folosind OpenAI API
response = openai.Completion.create(
engine=model_engine,
prompt=prompt,
max_tokens=max_tokens,
n=1,
temperature=temperature,
)
message = response.choices[0].text.strip()
# procesăm răspunsul generat
message = parse_text(message)
return message
# definim interfața Gradio
iface = gr.Interface(
fn=generate_response,
inputs=gr.inputs.Textbox(lines=7, label="Input prompt"),
outputs=gr.outputs.HTML(label="Model response"),
title="OpenAI GPT-3 assistant",
layout="vertical",
width=800,
css=css_file,
)
iface.launch() |