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import gradio as gr | |
import ssl | |
from openai import OpenAI | |
import time | |
# SSL configuration | |
try: | |
_create_unverified_https_context = ssl._create_unverified_context | |
except AttributeError: | |
pass | |
else: | |
ssl._create_default_https_context = _create_unverified_https_context | |
# OpenAI client setup | |
client = OpenAI( | |
base_url='https://api.openai-proxy.org/v1', | |
api_key='sk-Nxf8HmLpfIMhCd83n3TOr00TR57uBZ0jMbAgGCOzppXvlsx1', | |
) | |
# Retry logic for OpenAI API call | |
def openai_api_call(messages, retries=3, delay=5): | |
for attempt in range(retries): | |
try: | |
completion = client.chat.completions.create( | |
model="gpt-3.5-turbo", | |
messages=messages, | |
timeout=10 # Increase timeout | |
) | |
return completion.choices[0].message.content | |
except Exception as e: | |
print(f"Attempt {attempt + 1} failed: {e}") | |
time.sleep(delay) | |
return "Sorry, I am having trouble connecting to the server. Please try again later." | |
# Chatbot response function | |
def chatbot_response(message, history): | |
# Prepare the conversation history for the API | |
messages = [{"role": "system", "content": "You are a dynamic study resoruce database named Arcana. Your goal is to help students study and excel their exams."}] | |
for human, assistant in history: | |
messages.append({"role": "user", "content": human}) | |
messages.append({"role": "assistant", "content": assistant}) | |
messages.append({"role": "user", "content": message}) | |
# Get response from OpenAI API with retry logic | |
response = openai_api_call(messages) | |
return response | |
# Create the Gradio interface | |
iface = gr.ChatInterface( | |
chatbot_response, | |
chatbot=gr.Chatbot(height=300), | |
textbox=gr.Textbox(placeholder="Type your message here...", container=False, scale=7), | |
title="Review With Arcana", | |
description="ArcanaUI v0.7", | |
theme="soft", | |
examples=[ | |
"What is Hydrogen Bonding?", | |
"Tell me the difference between impulse and force.", | |
"Tell me a joke that Calculus students will know.", | |
"How should I review for the AP Biology Exam?" | |
], | |
cache_examples=False, | |
retry_btn=None, | |
undo_btn="Delete Previous", | |
clear_btn="Clear", | |
) | |
# Launch the interface | |
iface.launch(share=True) | |