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Update app.py
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app.py
CHANGED
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@@ -1,11 +1,6 @@
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import os
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import gradio as gr
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from huggingface_hub import InferenceClient
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import json
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# Global variables to track state (use with caution!)
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chat_visible_global = False
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sidebar_collapsed = False
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class XylariaChat:
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def __init__(self):
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# Initialize the inference client
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self.client = InferenceClient(
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model="Qwen/
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)
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# Initialize conversation history and persistent memory
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self.conversation_history = []
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self.persistent_memory = {}
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self.chat_file_path = "chat_history.txt" # File to save chats
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# System prompt
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self.system_prompt = """You are
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def store_information(self, key, value):
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"""Store important information in persistent memory"""
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"""Retrieve information from persistent memory"""
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return self.persistent_memory.get(key)
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def save_chat(self):
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"""Saves the current chat history to a text file."""
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try:
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with open(self.chat_file_path, "w") as f:
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chat_data = {
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"conversation_history": self.conversation_history,
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"persistent_memory": self.persistent_memory
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}
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json.dump(chat_data, f)
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except Exception as e:
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print(f"Error saving chat history: {e}")
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def load_chat(self):
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"""Loads chat history from a text file."""
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try:
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with open(self.chat_file_path, "r") as f:
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chat_data = json.load(f)
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self.conversation_history = chat_data.get("conversation_history", [])
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self.persistent_memory = chat_data.get("persistent_memory", {})
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return self.conversation_history, self.persistent_memory
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except FileNotFoundError:
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print("Chat history file not found.")
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return [], {}
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except Exception as e:
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print(f"Error loading chat history: {e}")
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return [], {}
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def reset_conversation(self):
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"""
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Completely reset the conversation history
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"""
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# Clear local memory
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self.conversation_history = []
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self.persistent_memory
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# Clear API-side memory by resetting the conversation
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try:
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# Attempt to clear any API-side session or context
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self.client = InferenceClient(
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model="Qwen/Qwen-32B-Preview",
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api_key=self.hf_token
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)
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except Exception as e:
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print(f"Error resetting API client: {e}")
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self.save_chat() # Save the empty chat history
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def get_response(self, user_input):
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# Prepare messages with conversation context and persistent memory
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# Generate response with streaming
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try:
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temperature=0.5,
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max_tokens=10240,
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top_p=0.7,
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stream=True
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)
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return
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except Exception as e:
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return f"Error generating response: {str(e)}"
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def create_interface(self):
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def streaming_response(message, chat_history):
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response_stream = self.get_response(message)
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if isinstance(response_stream, str):
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# Error handling: directly append error message to chat history
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return "", chat_history + [[message, response_stream]]
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full_response = ""
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updated_history = chat_history + [[message, ""]]
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full_response += chunk_content
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updated_history[-1][1] = full_response
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yield "", updated_history
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self.conversation_history.append(
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{"role": "user", "content": message}
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)
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{"role": "assistant", "content": full_response}
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)
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if len(self.conversation_history) > 10:
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self.conversation_history = self.conversation_history[-10:]
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# Function to format and display chat history
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def format_chat_history():
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self.load_chat() # Load the chat history first
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if not self.conversation_history:
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return "No chat history found."
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for chat in self.conversation_history:
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if chat["role"] == "user":
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formatted_history += f"**You:** {chat['content']}\n\n"
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elif chat["role"] == "assistant":
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formatted_history += f"**Xylaria:** {chat['content']}\n\n"
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return formatted_history
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# Custom CSS for improved colors and styling
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custom_css = """
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@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&display=swap');
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body, .gradio-container {
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font-family: 'Inter', sans-serif !important;
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background-color: #f8f8f8; /* Light background */
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}
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/* Chatbot styling */
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.chatbot-container .message {
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font-family: 'Inter', sans-serif !important;
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padding: 10px 15px;
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border-radius: 10px;
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margin-bottom: 8px; /* Add margin between messages */
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}
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.chatbot-container .user {
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background-color: #e0f2f7; /* Light blue for user messages */
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border: 1px solid #a7d9ed; /* Light blue border */
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}
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.chatbot-container .assistant {
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background-color: #f0f0f0; /* Light gray for assistant messages */
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border: 1px solid #d3d3d3; /* Light gray border */
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}
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.chatbot-container .message-tools {
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margin-right: 10px; /* Add some space between text and buttons */
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}
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/* Sidebar styling */
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#sidebar {
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background-color: #f2f2f2;
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border-right: 1px solid #ccc;
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padding: 10px;
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height: 100vh;
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overflow-y: auto;
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transition: width 0.3s ease; /* Smooth transition for collapse */
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width: 250px; /* Initial width */
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}
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#sidebar.collapsed {
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width: 50px; /* Collapsed width */
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}
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#sidebar.collapsed #sidebar-content {
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display: none; /* Hide content when collapsed */
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}
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#sidebar-content {
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display: block;
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}
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#collapse-button {
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width: 100%;
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margin-bottom: 10px;
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background-color: transparent;
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border: none;
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cursor: pointer;
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text-align: left;
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padding: 5px;
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}
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/* Main chat area */
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#main-chat {
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padding: 20px;
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}
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/* Textbox and buttons */
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.gradio-container input,
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.gradio-container textarea,
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.gradio-container button {
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font-family: 'Inter', sans-serif !important;
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border-radius: 5px; /* Rounded corners */
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}
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.gradio-container button {
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background-color: #4CAF50; /* Green button */
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color: white;
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transition: background-color 0.2s; /* Smooth transition for hover effect */
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}
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.gradio-container button:hover {
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background-color: #3e8e41; /* Darker green on hover */
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}
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"""
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outputs=[chat_list]
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)
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# Main chat interface
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with gr.Column(scale=3) as main_chat:
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# Input row (stays visible)
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with gr.Row():
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txt = gr.Textbox(
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show_label=False,
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placeholder="Type your message...",
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container=False,
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scale=4
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)
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btn = gr.Button("Send", scale=1)
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# Xylaria welcome and example prompts (initially visible)
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with gr.Column(visible=True) as start_page:
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gr.Markdown("# Xylaria")
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with gr.Row():
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for prompt in example_prompts:
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gr.Button(prompt).click(
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fn=lambda p=prompt: p,
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inputs=gr.State(prompt),
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outputs=txt
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)
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# Chat interface (initially hidden)
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with gr.Column(visible=False) as chat_page:
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chatbot = gr.Chatbot(
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label="Xylaria 1.4 Senoa",
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height=500,
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show_copy_button=True,
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avatar_images=("user.png", "xylaria.png"),
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bubble_full_width=False
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)
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# Clear history and memory buttons
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clear = gr.Button("Clear Conversation")
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clear_memory = gr.Button("Clear Memory")
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# Toggle between start and chat pages (using visibility and global variable)
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def toggle_page(*args):
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global chat_visible_global
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chat_visible_global = not chat_visible_global
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return not chat_visible_global, chat_visible_global
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# Toggle sidebar visibility (using global variable)
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def toggle_sidebar(*args):
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global sidebar_collapsed_global
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sidebar_collapsed_global = not sidebar_collapsed_global
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if sidebar_collapsed_global:
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# If currently collapsed, expand
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return False, "250px", "block" # Expand, normal width, display content
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else:
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# If currently expanded, collapse
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return True, "50px", "none" # Collapse, narrow width, hide content
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# Collapse button click (handle sidebar toggling)
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collapse_button.click(
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fn=toggle_sidebar,
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inputs=[],
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outputs=[sidebar_collapsed, sidebar, sidebar_content]
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)
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# Submit
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fn=streaming_response,
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inputs=[txt, chatbot],
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outputs=[txt, chatbot]
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)
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fn=streaming_response,
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inputs=[txt, chatbot],
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outputs=[txt, chatbot]
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)
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#
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submit_event.then(
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fn=toggle_page,
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inputs=[],
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outputs=[start_page, chat_page]
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)
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txt_submit_event.then(
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fn=toggle_page,
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inputs=[],
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outputs=[start_page, chat_page]
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)
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# Clear conversation
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clear.click(
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fn=lambda
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inputs=None,
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outputs=[chatbot]
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queue=False
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).then(
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fn=
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inputs=None,
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outputs=
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)
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# Clear memory
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clear_memory.click(
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fn=self.reset_conversation,
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inputs=None,
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outputs=
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queue=False
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).then(
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fn=
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inputs=None,
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outputs=
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)
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demo.load(fn=self.reset_conversation, inputs=None, outputs=None)
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return demo
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def format_chat_history(self):
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"""Formats the chat history for display in the sidebar."""
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self.load_chat() # Load the chat history first
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if not self.conversation_history:
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return "No chat history found."
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formatted_history = ""
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for chat in self.conversation_history:
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if chat["role"] == "user":
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formatted_history += f"**You:** {chat['content']}\n\n"
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elif chat["role"] == "assistant":
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formatted_history += f"**Xylaria:** {chat['content']}\n\n"
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def main():
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chat = XylariaChat()
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interface = chat.create_interface()
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interface.launch(
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share=
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debug=True # Show detailed errors
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)
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import os
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import gradio as gr
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from huggingface_hub import InferenceClient
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class XylariaChat:
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def __init__(self):
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# Initialize the inference client
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self.client = InferenceClient(
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model="Qwen/QwQ-32B-Preview", # Changed model name
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token=self.hf_token
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)
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# Initialize conversation history and persistent memory
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self.conversation_history = []
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self.persistent_memory = {}
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# System prompt with more detailed instructions
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self.system_prompt = """You are Xylaria 1.4 Senoa, Made by Sk Md Saad Amin designed to provide helpful, accurate, and engaging support across a wide range of topics. Key guidelines for our interaction include:
|
| 24 |
+
Core Principles:
|
| 25 |
+
- Provide accurate and comprehensive assistance
|
| 26 |
+
- Maintain a friendly and approachable communication style
|
| 27 |
+
- Prioritize the user's needs and context
|
| 28 |
+
Communication Style:
|
| 29 |
+
- Be conversational and warm
|
| 30 |
+
- Use clear, concise language
|
| 31 |
+
- Occasionally use light, appropriate emoji to enhance communication
|
| 32 |
+
- Adapt communication style to the user's preferences
|
| 33 |
+
- Respond in english
|
| 34 |
+
Important Notes:
|
| 35 |
+
- I am an AI assistant created by an independent developer
|
| 36 |
+
- I do not represent OpenAI or any other AI institution
|
| 37 |
+
- For image-related queries, I can describe images or provide analysis, or generate or link to images directly
|
| 38 |
+
Capabilities:
|
| 39 |
+
- Assist with research, writing, analysis, problem-solving, and creative tasks
|
| 40 |
+
- Answer questions across various domains
|
| 41 |
+
- Provide explanations and insights
|
| 42 |
+
- Offer supportive and constructive guidance """
|
| 43 |
|
| 44 |
def store_information(self, key, value):
|
| 45 |
"""Store important information in persistent memory"""
|
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|
| 49 |
"""Retrieve information from persistent memory"""
|
| 50 |
return self.persistent_memory.get(key)
|
| 51 |
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| 52 |
def reset_conversation(self):
|
| 53 |
"""
|
| 54 |
+
Completely reset the conversation history and persistent memory
|
| 55 |
+
This helps prevent exposing previous users' conversations
|
| 56 |
"""
|
|
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|
| 57 |
self.conversation_history = []
|
| 58 |
+
self.persistent_memory = {}
|
| 59 |
+
return []
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|
| 60 |
|
| 61 |
def get_response(self, user_input):
|
| 62 |
# Prepare messages with conversation context and persistent memory
|
|
|
|
| 75 |
|
| 76 |
# Generate response with streaming
|
| 77 |
try:
|
| 78 |
+
response_stream = self.client.text_generation(
|
| 79 |
+
prompt=self.messages_to_prompt(messages), # Convert messages to prompt format
|
| 80 |
+
max_new_tokens=1024,
|
| 81 |
temperature=0.5,
|
|
|
|
| 82 |
top_p=0.7,
|
| 83 |
stream=True
|
| 84 |
)
|
| 85 |
|
| 86 |
+
return response_stream
|
| 87 |
|
| 88 |
except Exception as e:
|
| 89 |
return f"Error generating response: {str(e)}"
|
| 90 |
|
| 91 |
+
def messages_to_prompt(self, messages):
|
| 92 |
+
"""
|
| 93 |
+
Converts a list of messages in OpenAI format to a prompt string.
|
| 94 |
+
"""
|
| 95 |
+
prompt = ""
|
| 96 |
+
for message in messages:
|
| 97 |
+
if message["role"] == "system":
|
| 98 |
+
prompt += f"<|im_start|>system\n{message['content']}<|im_end|>\n"
|
| 99 |
+
elif message["role"] == "user":
|
| 100 |
+
prompt += f"<|im_start|>user\n{message['content']}<|im_end|>\n"
|
| 101 |
+
elif message["role"] == "assistant":
|
| 102 |
+
prompt += f"<|im_start|>assistant\n{message['content']}<|im_end|>\n"
|
| 103 |
+
prompt += "<|im_start|>assistant\n"
|
| 104 |
+
return prompt
|
| 105 |
+
|
| 106 |
def create_interface(self):
|
| 107 |
+
# Local storage JavaScript functions (these are strings, not functions)
|
| 108 |
+
load_from_local_storage_js = """
|
| 109 |
+
async () => {
|
| 110 |
+
const savedHistory = localStorage.getItem('xylaria_chat_history');
|
| 111 |
+
return savedHistory ? JSON.parse(savedHistory) : [];
|
| 112 |
+
}
|
| 113 |
+
"""
|
| 114 |
+
|
| 115 |
+
save_to_local_storage_js = """
|
| 116 |
+
async (chatHistory) => {
|
| 117 |
+
localStorage.setItem('xylaria_chat_history', JSON.stringify(chatHistory));
|
| 118 |
+
}
|
| 119 |
+
"""
|
| 120 |
+
|
| 121 |
+
clear_local_storage_js = """
|
| 122 |
+
async () => {
|
| 123 |
+
localStorage.removeItem('xylaria_chat_history');
|
| 124 |
+
}
|
| 125 |
+
"""
|
| 126 |
+
|
| 127 |
def streaming_response(message, chat_history):
|
| 128 |
+
# Clear input textbox
|
| 129 |
response_stream = self.get_response(message)
|
| 130 |
|
| 131 |
+
# If it's an error, return immediately
|
| 132 |
if isinstance(response_stream, str):
|
|
|
|
| 133 |
return "", chat_history + [[message, response_stream]]
|
| 134 |
|
| 135 |
+
# Prepare for streaming response
|
| 136 |
full_response = ""
|
| 137 |
updated_history = chat_history + [[message, ""]]
|
| 138 |
|
| 139 |
+
# Streaming output
|
| 140 |
+
for response_text in response_stream:
|
| 141 |
+
full_response += response_text
|
|
|
|
|
|
|
|
|
|
| 142 |
|
| 143 |
+
# Update the last message in chat history with partial response
|
| 144 |
+
updated_history[-1][1] = full_response
|
| 145 |
+
yield "", updated_history
|
| 146 |
+
|
| 147 |
+
# Update conversation history
|
| 148 |
self.conversation_history.append(
|
| 149 |
{"role": "user", "content": message}
|
| 150 |
)
|
|
|
|
| 152 |
{"role": "assistant", "content": full_response}
|
| 153 |
)
|
| 154 |
|
| 155 |
+
# Limit conversation history to prevent token overflow
|
| 156 |
if len(self.conversation_history) > 10:
|
| 157 |
self.conversation_history = self.conversation_history[-10:]
|
| 158 |
|
| 159 |
+
return "", updated_history
|
|
|
|
|
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|
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|
|
| 160 |
|
| 161 |
+
# Custom CSS for Inter font
|
|
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|
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|
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|
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|
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|
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|
|
| 162 |
custom_css = """
|
| 163 |
@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&display=swap');
|
|
|
|
| 164 |
body, .gradio-container {
|
| 165 |
font-family: 'Inter', sans-serif !important;
|
|
|
|
| 166 |
}
|
|
|
|
|
|
|
| 167 |
.chatbot-container .message {
|
| 168 |
font-family: 'Inter', sans-serif !important;
|
|
|
|
|
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|
|
| 169 |
}
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
| 170 |
.gradio-container input,
|
| 171 |
.gradio-container textarea,
|
| 172 |
.gradio-container button {
|
| 173 |
font-family: 'Inter', sans-serif !important;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
| 174 |
}
|
| 175 |
"""
|
| 176 |
|
| 177 |
+
with gr.Blocks(theme='soft', css=custom_css) as demo:
|
| 178 |
+
# Chat interface with improved styling
|
| 179 |
+
with gr.Column():
|
| 180 |
+
chatbot = gr.Chatbot(
|
| 181 |
+
label="Xylaria 1.4 Senoa",
|
| 182 |
+
height=500,
|
| 183 |
+
show_copy_button=True,
|
| 184 |
+
# type="messages" # Use the 'messages' format
|
| 185 |
+
)
|
| 186 |
+
|
| 187 |
+
# Input row with improved layout
|
| 188 |
+
with gr.Row():
|
| 189 |
+
txt = gr.Textbox(
|
| 190 |
+
show_label=False,
|
| 191 |
+
placeholder="Type your message...",
|
| 192 |
+
container=False,
|
| 193 |
+
scale=4
|
| 194 |
+
)
|
| 195 |
+
btn = gr.Button("Send", scale=1)
|
| 196 |
+
|
| 197 |
+
# Clear history and memory buttons
|
| 198 |
+
clear = gr.Button("Clear Conversation")
|
| 199 |
+
clear_memory = gr.Button("Clear Memory")
|
| 200 |
+
|
| 201 |
+
# Use `gr.State` to manage initial chatbot value and `demo.load` for initialization
|
| 202 |
+
initial_chat_history = gr.State([])
|
| 203 |
+
|
| 204 |
+
demo.load(
|
| 205 |
+
fn=lambda: initial_chat_history.value,
|
| 206 |
+
inputs=None,
|
| 207 |
+
outputs=[chatbot],
|
| 208 |
+
js=load_from_local_storage_js
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
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|
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|
|
|
|
|
|
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|
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|
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|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 209 |
)
|
| 210 |
|
| 211 |
+
# Submit functionality with local storage save
|
| 212 |
+
btn.click(
|
| 213 |
fn=streaming_response,
|
| 214 |
inputs=[txt, chatbot],
|
| 215 |
outputs=[txt, chatbot]
|
| 216 |
+
).then(
|
| 217 |
+
fn=None,
|
| 218 |
+
inputs=[chatbot], # Pass chatbot history to JavaScript
|
| 219 |
+
outputs=None,
|
| 220 |
+
js=save_to_local_storage_js
|
| 221 |
)
|
| 222 |
+
txt.submit(
|
| 223 |
fn=streaming_response,
|
| 224 |
inputs=[txt, chatbot],
|
| 225 |
outputs=[txt, chatbot]
|
| 226 |
+
).then(
|
| 227 |
+
fn=None,
|
| 228 |
+
inputs=[chatbot], # Pass chatbot history to JavaScript
|
| 229 |
+
outputs=None,
|
| 230 |
+
js=save_to_local_storage_js
|
| 231 |
)
|
| 232 |
|
| 233 |
+
# Clear conversation history with local storage clear
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 234 |
clear.click(
|
| 235 |
+
fn=lambda: [],
|
| 236 |
inputs=None,
|
| 237 |
+
outputs=[chatbot]
|
|
|
|
| 238 |
).then(
|
| 239 |
+
fn=None,
|
| 240 |
inputs=None,
|
| 241 |
+
outputs=None,
|
| 242 |
+
js=clear_local_storage_js
|
| 243 |
)
|
| 244 |
|
| 245 |
+
# Clear persistent memory and reset conversation with local storage clear
|
| 246 |
clear_memory.click(
|
| 247 |
fn=self.reset_conversation,
|
| 248 |
inputs=None,
|
| 249 |
+
outputs=[chatbot]
|
|
|
|
| 250 |
).then(
|
| 251 |
+
fn=None,
|
| 252 |
inputs=None,
|
| 253 |
+
outputs=None,
|
| 254 |
+
js=clear_local_storage_js
|
| 255 |
)
|
| 256 |
|
| 257 |
+
return demo
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 258 |
|
| 259 |
+
# Launch the interface
|
| 260 |
def main():
|
| 261 |
chat = XylariaChat()
|
| 262 |
interface = chat.create_interface()
|
| 263 |
interface.launch(
|
| 264 |
+
share=True, # Optional: create a public link
|
| 265 |
debug=True # Show detailed errors
|
| 266 |
)
|
| 267 |
|