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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) | |