Update app.py
Browse files
app.py
CHANGED
@@ -22,11 +22,13 @@ class ChatbotManager:
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return "β Please enter a valid API key"
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self.current_api_key = api_key.strip()
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-
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# Test the API key
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try:
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return "β
API key validated successfully!"
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except Exception as e:
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return f"β Invalid API key: {str(e)}"
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@@ -44,12 +46,13 @@ class ChatbotManager:
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if not data_text.strip():
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return "No custom data provided"
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#
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return f"β
Custom data integrated ({len(data_text)} characters)"
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def generate_response(self, user_input: str, history: List[Tuple[str, str]]) -> Tuple[str, List[Tuple[str, str]]]:
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"""Generate response using the selected LLM model
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if not self.current_api_key:
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return "β Please set your API key first!", history
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@@ -60,16 +63,16 @@ class ChatbotManager:
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# Prepare conversation context
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messages = [{"role": "system", "content": self.system_prompt}]
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# Add conversation history
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for user_msg, assistant_msg in history:
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messages.append({"role": "user", "content":
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messages.append({"role": "assistant", "content":
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# Add current user input
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messages.append({"role": "user", "content":
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# Generate response
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response =
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model=self.current_model,
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messages=messages,
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max_tokens=self.max_tokens,
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@@ -79,44 +82,43 @@ class ChatbotManager:
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)
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assistant_response = response.choices[0].message.content.strip()
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formatted_response = f"π€ {assistant_response}" # Prepend AI icon to response
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# Update history
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history.append((user_input, assistant_response))
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return
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except Exception as e:
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error_msg = f"β Error generating response: {str(e)}"
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return error_msg, history
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""
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self.
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"conversation": [
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{"user": user_msg, "assistant": assistant_msg}
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for user_msg, assistant_msg in history
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]
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}
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filename = f"conversation_{datetime.now().strftime('%Y%m%d_%H%M%S')}.json"
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try:
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with open(filename, 'w', encoding='utf-8') as f:
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json.dump(export_data, f, indent=2, ensure_ascii=False)
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return f"β
Conversation exported to {filename}"
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except Exception as e:
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return f"β Export failed: {str(e)}"
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# Initialize chatbot manager
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chatbot = ChatbotManager()
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@@ -151,7 +153,9 @@ def create_interface():
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height=400,
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show_label=True,
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avatar_images=("π€", "π€"),
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show_copy_button=True
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)
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with gr.Row():
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@@ -159,19 +163,20 @@ def create_interface():
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placeholder="Type your message here...",
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scale=4,
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show_label=False,
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)
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send_btn = gr.Button("Send", variant="primary", scale=1)
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with gr.Row():
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clear_btn = gr.Button("Clear Chat", variant="secondary")
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export_btn = gr.Button("Export Chat", variant="secondary")
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with gr.Column(scale=1):
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gr.Markdown("### π§ Quick Settings")
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api_key_input = gr.Textbox(
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label="OpenAI API Key",
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placeholder="sk-...",
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type="password"
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)
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@@ -184,15 +189,15 @@ def create_interface():
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model_dropdown = gr.Dropdown(
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choices=AVAILABLE_MODELS,
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value="gpt-3.5-turbo",
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label="Model"
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)
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max_tokens_slider = gr.Slider(
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minimum=50,
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maximum=
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value=150,
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step=10,
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label="Max Tokens"
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)
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temperature_slider = gr.Slider(
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maximum=1.0,
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value=0.7,
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step=0.1,
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label="Temperature"
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)
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with gr.Tab("βοΈ Advanced Settings"):
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gr.Markdown("### System Prompt Configuration")
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system_prompt_input = gr.Textbox(
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label="System Prompt",
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value="You are a helpful AI assistant. Respond in a friendly and informative manner.",
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@@ -212,7 +226,7 @@ def create_interface():
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placeholder="Enter custom system prompt..."
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)
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gr.Markdown("###
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custom_data_input = gr.Textbox(
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label="Custom Training Data",
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lines=10,
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)
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with gr.Row():
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update_settings_btn = gr.Button("Update Settings", variant="primary")
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integrate_data_btn = gr.Button("Integrate Custom Data", variant="secondary")
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settings_status = gr.Textbox(
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label="Settings Status",
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interactive=False
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)
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with gr.Tab("π Usage Guide"):
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gr.Markdown("""
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### 1. **Set Up API Key**
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- Obtain an OpenAI API key from [OpenAI Platform](https://platform.openai.com/)
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- Enter your API key in the "OpenAI API Key" field
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- Wait for the green checkmark confirmation
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### 2. **Configure Settings**
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- **Model**: Choose from available GPT models
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- **Max Tokens**: Control response length (50-
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- **Temperature**: Adjust creativity (0.0 = focused, 1.0 = creative)
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### 3. **Advanced Customization**
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- **System Prompt**: Define the AI's personality and behavior
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- **Custom Data**: Add domain-specific information or FAQs
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### 4. **Chat Features**
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- Type messages and get intelligent responses
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- Clear conversation history anytime
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- Export chat history as JSON
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## π οΈ Technical Features
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- **Custom data integration**: Enhance responses with your own data
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- **Export functionality**: Save conversations for later analysis
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- **Real-time validation**: API key and settings verification
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## π‘ Use Cases
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- **Education**: Build tutoring assistants with custom curriculum
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- **Business**: Develop FAQ bots with company-specific information
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- **Research**: Analyze conversations and response patterns
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""")
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# Event handlers
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def handle_settings_update(model, system_prompt, max_tokens, temperature):
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status = chatbot.update_settings(model, system_prompt, max_tokens, temperature)
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-
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def handle_data_integration(custom_data):
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status = chatbot.preprocess_data(custom_data)
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def handle_export(history):
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return chatbot.export_conversation(history)
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# Connect events
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api_key_input.change(
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handle_api_key,
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update_settings_btn.click(
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handle_settings_update,
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inputs=[model_dropdown, system_prompt_input, max_tokens_slider, temperature_slider],
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outputs=[settings_status]
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)
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integrate_data_btn.click(
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inputs=[chatbot_interface],
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outputs=[settings_status]
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)
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return demo
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@@ -357,6 +459,8 @@ def print_setup_instructions():
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π Files Created:
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- conversation_YYYYMMDD_HHMMSS.json (exported chats)
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""")
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if __name__ == "__main__":
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# Launch with custom settings
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demo.launch(
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share=True
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)
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return "β Please enter a valid API key"
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self.current_api_key = api_key.strip()
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# Create OpenAI client with the new syntax
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self.client = openai.OpenAI(api_key=self.current_api_key)
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# Test the API key
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try:
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self.client.models.list()
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return "β
API key validated successfully!"
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except Exception as e:
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return f"β Invalid API key: {str(e)}"
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if not data_text.strip():
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return "No custom data provided"
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# Reset system prompt to avoid accumulation
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base_prompt = "You are a helpful AI assistant. Respond in a friendly and informative manner."
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self.system_prompt = base_prompt + f"\n\nAdditional Context:\n{data_text}"
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return f"β
Custom data integrated ({len(data_text)} characters)"
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def generate_response(self, user_input: str, history: List[Tuple[str, str]]) -> Tuple[str, List[Tuple[str, str]]]:
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"""Generate response using the selected LLM model"""
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if not self.current_api_key:
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return "β Please set your API key first!", history
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# Prepare conversation context
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messages = [{"role": "system", "content": self.system_prompt}]
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# Add conversation history
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for user_msg, assistant_msg in history:
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messages.append({"role": "user", "content": user_msg})
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messages.append({"role": "assistant", "content": assistant_msg})
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# Add current user input
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messages.append({"role": "user", "content": user_input})
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# Generate response using new OpenAI client syntax
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response = self.client.chat.completions.create(
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model=self.current_model,
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messages=messages,
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max_tokens=self.max_tokens,
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)
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assistant_response = response.choices[0].message.content.strip()
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# Update history
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history.append((user_input, assistant_response))
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return assistant_response, history
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except Exception as e:
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error_msg = f"β Error generating response: {str(e)}"
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return error_msg, history
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def clear_conversation(self) -> Tuple[str, List[Tuple[str, str]]]:
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"""Clear conversation history"""
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self.conversation_history = []
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return "", []
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def export_conversation(self, history: List[Tuple[str, str]]) -> str:
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"""Export conversation history to JSON format"""
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if not history:
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return "No conversation to export"
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export_data = {
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"timestamp": datetime.now().isoformat(),
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"model": self.current_model,
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"conversation": [
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{"user": user_msg, "assistant": assistant_msg}
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for user_msg, assistant_msg in history
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]
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}
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filename = f"conversation_{datetime.now().strftime('%Y%m%d_%H%M%S')}.json"
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try:
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with open(filename, 'w', encoding='utf-8') as f:
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json.dump(export_data, f, indent=2, ensure_ascii=False)
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return f"β
Conversation exported to {filename}"
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except Exception as e:
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return f"β Export failed: {str(e)}"
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# Initialize chatbot manager
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chatbot = ChatbotManager()
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height=400,
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show_label=True,
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avatar_images=("π€", "π€"),
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show_copy_button=True,
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bubble_full_width=False,
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show_share_button=True
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)
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with gr.Row():
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placeholder="Type your message here...",
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scale=4,
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show_label=False,
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container=False
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)
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send_btn = gr.Button("π€ Send", variant="primary", scale=1)
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with gr.Row():
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clear_btn = gr.Button("ποΈ Clear Chat", variant="secondary")
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export_btn = gr.Button("π₯ Export Chat", variant="secondary")
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regenerate_btn = gr.Button("π Regenerate", variant="secondary")
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with gr.Column(scale=1):
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gr.Markdown("### π§ Quick Settings")
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api_key_input = gr.Textbox(
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label="π OpenAI API Key",
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placeholder="sk-...",
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type="password"
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)
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model_dropdown = gr.Dropdown(
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choices=AVAILABLE_MODELS,
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value="gpt-3.5-turbo",
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label="π€ Model"
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)
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max_tokens_slider = gr.Slider(
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minimum=50,
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maximum=2000,
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value=150,
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step=10,
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label="π Max Tokens"
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)
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temperature_slider = gr.Slider(
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maximum=1.0,
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value=0.7,
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step=0.1,
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label="π‘οΈ Temperature"
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)
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# Live settings display
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gr.Markdown("### π Current Settings")
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current_settings = gr.Textbox(
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value="Model: gpt-3.5-turbo\nTokens: 150\nTemp: 0.7",
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label="Active Configuration",
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interactive=False,
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lines=3
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)
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with gr.Tab("βοΈ Advanced Settings"):
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gr.Markdown("### π― System Prompt Configuration")
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system_prompt_input = gr.Textbox(
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label="System Prompt",
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value="You are a helpful AI assistant. Respond in a friendly and informative manner.",
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placeholder="Enter custom system prompt..."
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)
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gr.Markdown("### π Custom Data Integration")
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custom_data_input = gr.Textbox(
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label="Custom Training Data",
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lines=10,
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)
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with gr.Row():
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update_settings_btn = gr.Button("β
Update Settings", variant="primary")
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integrate_data_btn = gr.Button("π Integrate Custom Data", variant="secondary")
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reset_prompt_btn = gr.Button("π Reset to Default", variant="secondary")
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settings_status = gr.Textbox(
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label="Settings Status",
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interactive=False
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)
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# Preset system prompts
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gr.Markdown("### π Preset System Prompts")
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with gr.Row():
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preset_customer_support = gr.Button("π₯ Customer Support", variant="secondary")
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preset_tutor = gr.Button("π Educational Tutor", variant="secondary")
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preset_creative = gr.Button("β¨ Creative Assistant", variant="secondary")
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preset_technical = gr.Button("π§ Technical Writer", variant="secondary")
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with gr.Tab("π Usage Guide"):
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gr.Markdown("""
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### 1. **Set Up API Key**
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259 |
- Obtain an OpenAI API key from [OpenAI Platform](https://platform.openai.com/)
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260 |
+
- Enter your API key in the "π OpenAI API Key" field
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261 |
- Wait for the green checkmark confirmation
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262 |
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263 |
### 2. **Configure Settings**
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264 |
- **Model**: Choose from available GPT models
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265 |
+
- **Max Tokens**: Control response length (50-2000)
|
266 |
- **Temperature**: Adjust creativity (0.0 = focused, 1.0 = creative)
|
267 |
|
268 |
### 3. **Advanced Customization**
|
269 |
- **System Prompt**: Define the AI's personality and behavior
|
270 |
- **Custom Data**: Add domain-specific information or FAQs
|
271 |
+
- **Presets**: Use pre-configured prompts for common use cases
|
272 |
|
273 |
### 4. **Chat Features**
|
274 |
- Type messages and get intelligent responses
|
275 |
- Clear conversation history anytime
|
276 |
- Export chat history as JSON
|
277 |
+
- Regenerate the last response
|
278 |
+
- Copy responses using the copy button
|
279 |
|
280 |
## π οΈ Technical Features
|
281 |
|
|
|
284 |
- **Custom data integration**: Enhance responses with your own data
|
285 |
- **Export functionality**: Save conversations for later analysis
|
286 |
- **Real-time validation**: API key and settings verification
|
287 |
+
- **Visual indicators**: User (π€) and AI (π€) avatars
|
288 |
|
289 |
## π‘ Use Cases
|
290 |
|
|
|
292 |
- **Education**: Build tutoring assistants with custom curriculum
|
293 |
- **Business**: Develop FAQ bots with company-specific information
|
294 |
- **Research**: Analyze conversations and response patterns
|
295 |
+
|
296 |
+
## π§ Troubleshooting
|
297 |
+
|
298 |
+
- **API Key Issues**: Ensure your key is valid and has credits
|
299 |
+
- **Model Errors**: Some models may not be available in your region
|
300 |
+
- **Long Response Times**: Reduce max tokens or switch to faster models
|
301 |
+
- **Context Limits**: Clear chat history if responses become inconsistent
|
302 |
""")
|
303 |
|
304 |
# Event handlers
|
|
|
315 |
|
316 |
def handle_settings_update(model, system_prompt, max_tokens, temperature):
|
317 |
status = chatbot.update_settings(model, system_prompt, max_tokens, temperature)
|
318 |
+
settings_display = f"Model: {model}\nTokens: {max_tokens}\nTemp: {temperature}"
|
319 |
+
return status, settings_display
|
320 |
|
321 |
def handle_data_integration(custom_data):
|
322 |
status = chatbot.preprocess_data(custom_data)
|
|
|
328 |
def handle_export(history):
|
329 |
return chatbot.export_conversation(history)
|
330 |
|
331 |
+
def handle_regenerate(history):
|
332 |
+
if not history:
|
333 |
+
return history
|
334 |
+
|
335 |
+
# Get the last user message and regenerate response
|
336 |
+
last_user_msg = history[-1][0]
|
337 |
+
history_without_last = history[:-1]
|
338 |
+
|
339 |
+
response, updated_history = chatbot.generate_response(last_user_msg, history_without_last)
|
340 |
+
return updated_history
|
341 |
+
|
342 |
+
def update_settings_display(model, max_tokens, temperature):
|
343 |
+
return f"Model: {model}\nTokens: {max_tokens}\nTemp: {temperature}"
|
344 |
+
|
345 |
+
def reset_prompt():
|
346 |
+
default_prompt = "You are a helpful AI assistant. Respond in a friendly and informative manner."
|
347 |
+
return default_prompt, "β
System prompt reset to default"
|
348 |
+
|
349 |
+
def load_preset_prompt(preset_type):
|
350 |
+
presets = {
|
351 |
+
"customer_support": "You are a helpful customer support representative. You are friendly, professional, and knowledgeable. Always try to resolve customer issues and provide clear solutions. If you cannot solve a problem, escalate it politely.",
|
352 |
+
"tutor": "You are an experienced tutor. Explain concepts clearly, use examples, and encourage students when they struggle. Break down complex problems into smaller, manageable steps. Always check for understanding.",
|
353 |
+
"creative": "You are a creative writing assistant who helps with stories, poems, and creative content. Provide constructive feedback, suggest improvements, and inspire creativity while maintaining quality standards.",
|
354 |
+
"technical": "You are a technical writer who creates clear, concise documentation. Use precise language, provide examples when relevant, and structure information logically for developers and technical users."
|
355 |
+
}
|
356 |
+
return presets.get(preset_type, ""), f"β
Loaded {preset_type.replace('_', ' ').title()} preset"
|
357 |
+
|
358 |
# Connect events
|
359 |
api_key_input.change(
|
360 |
handle_api_key,
|
|
|
377 |
update_settings_btn.click(
|
378 |
handle_settings_update,
|
379 |
inputs=[model_dropdown, system_prompt_input, max_tokens_slider, temperature_slider],
|
380 |
+
outputs=[settings_status, current_settings]
|
381 |
)
|
382 |
|
383 |
integrate_data_btn.click(
|
|
|
396 |
inputs=[chatbot_interface],
|
397 |
outputs=[settings_status]
|
398 |
)
|
399 |
+
|
400 |
+
regenerate_btn.click(
|
401 |
+
handle_regenerate,
|
402 |
+
inputs=[chatbot_interface],
|
403 |
+
outputs=[chatbot_interface]
|
404 |
+
)
|
405 |
+
|
406 |
+
# Live settings update
|
407 |
+
for component in [model_dropdown, max_tokens_slider, temperature_slider]:
|
408 |
+
component.change(
|
409 |
+
update_settings_display,
|
410 |
+
inputs=[model_dropdown, max_tokens_slider, temperature_slider],
|
411 |
+
outputs=[current_settings]
|
412 |
+
)
|
413 |
+
|
414 |
+
# Reset and preset buttons
|
415 |
+
reset_prompt_btn.click(
|
416 |
+
reset_prompt,
|
417 |
+
outputs=[system_prompt_input, settings_status]
|
418 |
+
)
|
419 |
+
|
420 |
+
preset_customer_support.click(
|
421 |
+
lambda: load_preset_prompt("customer_support"),
|
422 |
+
outputs=[system_prompt_input, settings_status]
|
423 |
+
)
|
424 |
+
|
425 |
+
preset_tutor.click(
|
426 |
+
lambda: load_preset_prompt("tutor"),
|
427 |
+
outputs=[system_prompt_input, settings_status]
|
428 |
+
)
|
429 |
+
|
430 |
+
preset_creative.click(
|
431 |
+
lambda: load_preset_prompt("creative"),
|
432 |
+
outputs=[system_prompt_input, settings_status]
|
433 |
+
)
|
434 |
+
|
435 |
+
preset_technical.click(
|
436 |
+
lambda: load_preset_prompt("technical"),
|
437 |
+
outputs=[system_prompt_input, settings_status]
|
438 |
+
)
|
439 |
|
440 |
return demo
|
441 |
|
|
|
459 |
|
460 |
π Files Created:
|
461 |
- conversation_YYYYMMDD_HHMMSS.json (exported chats)
|
462 |
+
|
463 |
+
π Access: http://localhost:7860
|
464 |
""")
|
465 |
|
466 |
if __name__ == "__main__":
|
|
|
471 |
|
472 |
# Launch with custom settings
|
473 |
demo.launch(
|
474 |
+
share=True,
|
475 |
+
debug=True,
|
476 |
+
show_error=True
|
477 |
)
|