Update app.py
Browse files
app.py
CHANGED
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@@ -18,9 +18,9 @@ logging.basicConfig(
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logger = logging.getLogger("CompanyChatbot")
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# Environment variables
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HF_MODEL = os.environ.get("HF_MODEL", "HuggingFaceH4/zephyr-7b-beta")
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HF_API_TOKEN = os.environ.get("HF_API_TOKEN", None)
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COMPANY_NAME = os.environ.get("COMPANY_NAME", "Your Company")
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DEFAULT_SYSTEM_PROMPT = os.environ.get("DEFAULT_SYSTEM_PROMPT",
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f"You are {COMPANY_NAME}'s professional AI assistant. Be helpful, accurate, and concise.")
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@@ -41,92 +41,81 @@ def save_conversation(user_id, conversation):
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json.dump(conversation, f)
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logger.info(f"Saved conversation for user {user_id}")
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history
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)
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if not message.strip():
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return history
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logger.info(f"User {user_id} sent message - Length: {len(message)}")
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try:
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full_response = ""
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start_time = datetime.now()
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# Ensure proper response format for streaming
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current_history = history.copy()
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for message_chunk in client.chat_completion(
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messages,
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max_tokens=max_tokens,
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stream=True,
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temperature=temperature,
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top_p=top_p,
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):
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token = message_chunk.choices[0].delta.content
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if token:
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full_response += token
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# Always ensure a list of lists with pairs
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new_history = current_history + [[message, full_response]]
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yield new_history
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conversation_data = {
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"timestamp": datetime.now().isoformat(),
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"user_id": user_id,
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"
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"response":
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"
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"max_tokens": max_tokens,
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"temperature": temperature,
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"top_p": top_p
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},
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"time_taken": time_taken
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}
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save_conversation(user_id, conversation_data)
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if not full_response:
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return history
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return current_history + [[message, full_response]]
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except Exception as e:
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# Authentication
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def authenticate(username, password):
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# In production, this should check against your company's auth system
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valid_credentials = {
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"admin": {"password": "admin123", "role": "admin"},
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"user": {"password": "user123", "role": "user"}
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}
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if username in valid_credentials and valid_credentials[username]["password"] == password:
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return True, str(uuid.uuid4()), valid_credentials[username]["role"]
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return False, None, None
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# Login interface
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def login(username, password):
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if not username or not password:
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return (
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@@ -137,10 +126,9 @@ def login(username, password):
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gr.update(visible=True, value="Please enter both username and password")
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)
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# Simulate processing delay for security (prevents timing attacks)
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time.sleep(0.5)
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success, user_id, role = authenticate(username, password)
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if success:
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return (
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gr.update(visible=False),
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@@ -158,16 +146,9 @@ def login(username, password):
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gr.update(visible=True, value="Invalid username or password")
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)
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# CSS
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css = """
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font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
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background-color: #f9f9f9;
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}
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.container {
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max-width: 1400px !important;
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margin: auto;
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}
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.setting-panel {
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background-color: #f0f4f8;
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border-radius: 10px;
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@@ -179,64 +160,12 @@ body {
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box-shadow: 0 2px 6px rgba(0,0,0,0.1);
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background-color: white;
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}
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.
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border-radius: 10px 10px 0 0;
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margin-bottom: 15px;
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}
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.footer {
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text-align: center;
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margin-top: 20px;
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color: #666;
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font-size: 0.8em;
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}
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.message-user {
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background-color: #e6f7ff !important;
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border-radius: 15px 15px 0 15px !important;
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}
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.message-bot {
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background-color: #f0f0f0 !important;
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border-radius: 15px 15px 15px 0 !important;
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}
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.login-container {
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max-width: 500px;
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margin: 50px auto;
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padding: 30px;
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background-color: white;
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border-radius: 10px;
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box-shadow: 0 4px 10px rgba(0,0,0,0.1);
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}
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.login-header {
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text-align: center;
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margin-bottom: 30px;
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}
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.error-message {
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color: #e74c3c;
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background-color: #fdedeb;
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padding: 10px;
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border-radius: 5px;
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margin-bottom: 15px;
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font-size: 14px;
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}
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.role-badge {
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font-size: 12px;
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padding: 3px 8px;
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border-radius: 10px;
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margin-left: 10px;
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}
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.admin-badge {
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background-color: #e74c3c;
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color: white;
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}
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.user-badge {
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background-color: #3498db;
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color: white;
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}
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.setting-disabled {
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opacity: 0.5;
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pointer-events: none;
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}
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"""
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@@ -245,188 +174,116 @@ with gr.Blocks(css=css, title=f"{COMPANY_NAME} AI Assistant") as demo:
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user_id = gr.State(None)
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user_role = gr.State(None)
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gr.Markdown(f"<div class='company-header'><h1>{COMPANY_NAME} AI Assistant</h1></div>", elem_classes=["company-header"])
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# Login Group
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with gr.Group(visible=True) as login_group:
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error_message = gr.Markdown(visible=False, value="", elem_classes=["error-message"])
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username = gr.Textbox(label="Username", placeholder="Enter your username")
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password = gr.Textbox(label="Password", type="password", placeholder="Enter your password")
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with gr.Row():
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login_button = gr.Button("Login", variant="primary", size="lg")
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# Chat
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with gr.Group(visible=False) as chat_group:
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with gr.Row():
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#
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with gr.Column(scale=1
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role_indicator = gr.Markdown("", elem_id="role-indicator")
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gr.Markdown("### Configuration")
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system_message = gr.Textbox(
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value=DEFAULT_SYSTEM_PROMPT,
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lines=4
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)
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with gr.Group(
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max_tokens = gr.Slider(
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minimum=1,
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maximum=2048,
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value=512,
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step=1,
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label="Max
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)
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temperature = gr.Slider(
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minimum=0.1,
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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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top_p = gr.Slider(
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minimum=0.1,
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maximum=1.0,
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value=0.95,
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step=0.05,
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label="Top
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)
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gr.Markdown("---")
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gr.Markdown("### Chat Actions")
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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 Conversation", variant="secondary")
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gr.Markdown(f"<div class='footer'>© {datetime.now().year} {COMPANY_NAME}. All rights reserved.</div>")
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#
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with gr.Column(scale=2
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chatbot = gr.Chatbot(
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)
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submit_btn = gr.Button("Send", variant="primary")
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# Event
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def
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if role == "admin"
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def
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# Login
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login_button.click(
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login,
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inputs=[username, password],
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outputs=[login_group, chat_group, user_id, user_role, error_message]
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).then(
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inputs=[user_role],
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outputs=[role_indicator]
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).then(
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handle_role_permissions,
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inputs=[user_role],
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outputs=[
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)
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# Chat
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system_msg = system_message.value
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tokens = max_tokens.value if role == "admin" else 512 # Default value for non-admin
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temp = temperature.value if role == "admin" else 0.7 # Default value for non-admin
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topp = top_p.value if role == "admin" else 0.95 # Default value for non-admin
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return respond(message, history, system_msg, tokens, temp, topp, uid)
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msg_and_submit = msg.submit(
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chat_with_saved_params,
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inputs=[msg, chatbot, user_id, user_role],
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outputs=[chatbot]
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)
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inputs=[msg, chatbot, user_id, user_role],
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outputs=[chatbot]
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)
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# Clear the textbox when message is sent
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msg_and_submit.then(lambda: gr.update(value=""), None, [msg])
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submit_click.then(lambda: gr.update(value=""), None, [msg])
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# Clear chat button - fixed to properly reset the history list
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clear_btn.click(lambda: [], None, chatbot, queue=False)
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# Export conversation
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def export_conversation(chat_history, uid):
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timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
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filename = f"conversations/export_{uid}_{timestamp}.json"
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os.makedirs(os.path.dirname(filename), exist_ok=True)
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with open(filename, 'w') as f:
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json.dump(chat_history, f)
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logger.info(f"Exported conversation for user {uid}")
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return gr.update(value=f"Conversation exported to {filename}", visible=True)
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export_btn.click(
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export_conversation,
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inputs=[chatbot, user_id],
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outputs=[error_message]
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)
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#
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return gr.update(visible=True), gr.update(visible=False), None, None
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outputs=[login_group, chat_group, user_id, user_role]
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)
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# Generate CSS file
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with open("styles.css", "w") as f:
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f.write(css)
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css = css.replace(
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".setting-disabled {",
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".setting-disabled input, .setting-disabled button, .setting-disabled select, .setting-disabled textarea {"
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)
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if __name__ == "__main__":
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if os.environ.get("PRODUCTION", "false").lower() == "true":
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demo.launch(
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server_name="0.0.0.0",
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server_port=int(os.environ.get("PORT", 7860)),
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share=False,
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show_error=False,
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auth=None, # We handle auth in the app
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)
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else:
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# Development mode
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demo.launch(share=True)
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)
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logger = logging.getLogger("CompanyChatbot")
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# Environment variables
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HF_MODEL = os.environ.get("HF_MODEL", "HuggingFaceH4/zephyr-7b-beta")
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HF_API_TOKEN = os.environ.get("HF_API_TOKEN", None)
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COMPANY_NAME = os.environ.get("COMPANY_NAME", "Your Company")
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DEFAULT_SYSTEM_PROMPT = os.environ.get("DEFAULT_SYSTEM_PROMPT",
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f"You are {COMPANY_NAME}'s professional AI assistant. Be helpful, accurate, and concise.")
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json.dump(conversation, f)
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logger.info(f"Saved conversation for user {user_id}")
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def generate_response(message, history, system_message, max_tokens, temperature, top_p, user_id):
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messages = [{"role": "system", "content": system_message}]
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# Add history to messages
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for h in history:
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messages.append({"role": "user", "content": h[0]})
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messages.append({"role": "assistant", "content": h[1]})
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# Add current message
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messages.append({"role": "user", "content": message})
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# Generate response
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try:
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response = client.text_generation(
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prompt=message,
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max_new_tokens=max_tokens,
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temperature=temperature,
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top_p=top_p,
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)
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return response
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except Exception as e:
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logger.error(f"Error generating response: {str(e)}")
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return f"An error occurred: {str(e)}"
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def chat(message, history, system_message, max_tokens, temperature, top_p, user_id):
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if not message.strip():
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return history
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logger.info(f"User {user_id} sent message - Length: {len(message)}")
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try:
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response = generate_response(
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message,
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history,
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system_message,
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max_tokens,
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temperature,
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top_p,
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user_id
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)
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| 85 |
+
# Format response
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+
new_history = list(history or [])
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+
new_history.append([message, str(response)])
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| 89 |
+
# Save conversation
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conversation_data = {
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"timestamp": datetime.now().isoformat(),
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"user_id": user_id,
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+
"message": message,
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+
"response": str(response),
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+
"history": new_history
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}
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save_conversation(user_id, conversation_data)
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+
return new_history
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except Exception as e:
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+
logger.error(f"Error in chat function: {str(e)}")
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+
new_history = list(history or [])
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+
new_history.append([message, f"An error occurred: {str(e)}"])
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+
return new_history
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+
# Authentication
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def authenticate(username, password):
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valid_credentials = {
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"admin": {"password": "admin123", "role": "admin"},
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"user": {"password": "user123", "role": "user"}
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| 112 |
+
}
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| 113 |
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| 114 |
if username in valid_credentials and valid_credentials[username]["password"] == password:
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| 115 |
+
return True, str(uuid.uuid4()), valid_credentials[username]["role"]
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| 116 |
return False, None, None
|
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|
| 118 |
+
# Login interface
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| 119 |
def login(username, password):
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| 120 |
if not username or not password:
|
| 121 |
return (
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| 126 |
gr.update(visible=True, value="Please enter both username and password")
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)
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time.sleep(0.5)
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| 130 |
success, user_id, role = authenticate(username, password)
|
| 131 |
+
|
| 132 |
if success:
|
| 133 |
return (
|
| 134 |
gr.update(visible=False),
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|
| 146 |
gr.update(visible=True, value="Invalid username or password")
|
| 147 |
)
|
| 148 |
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| 149 |
+
# CSS
|
| 150 |
css = """
|
| 151 |
+
.container { max-width: 1400px !important; margin: auto; }
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| 152 |
.setting-panel {
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| 153 |
background-color: #f0f4f8;
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| 154 |
border-radius: 10px;
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| 160 |
box-shadow: 0 2px 6px rgba(0,0,0,0.1);
|
| 161 |
background-color: white;
|
| 162 |
}
|
| 163 |
+
.setting-disabled input,
|
| 164 |
+
.setting-disabled select,
|
| 165 |
+
.setting-disabled textarea,
|
| 166 |
+
.setting-disabled button {
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|
| 167 |
pointer-events: none;
|
| 168 |
+
opacity: 0.6;
|
| 169 |
}
|
| 170 |
"""
|
| 171 |
|
|
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|
| 174 |
user_id = gr.State(None)
|
| 175 |
user_role = gr.State(None)
|
| 176 |
|
| 177 |
+
# Login Interface
|
|
|
|
|
|
|
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|
|
| 178 |
with gr.Group(visible=True) as login_group:
|
| 179 |
+
username = gr.Textbox(label="Username")
|
| 180 |
+
password = gr.Textbox(label="Password", type="password")
|
| 181 |
+
login_button = gr.Button("Login")
|
| 182 |
+
error_message = gr.Markdown(visible=False)
|
|
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|
| 183 |
|
| 184 |
+
# Chat Interface
|
| 185 |
with gr.Group(visible=False) as chat_group:
|
| 186 |
with gr.Row():
|
| 187 |
+
# Settings Panel
|
| 188 |
+
with gr.Column(scale=1):
|
| 189 |
+
role_display = gr.Markdown("")
|
|
|
|
|
|
|
|
|
|
| 190 |
system_message = gr.Textbox(
|
| 191 |
+
label="System Message",
|
| 192 |
value=DEFAULT_SYSTEM_PROMPT,
|
| 193 |
+
lines=3
|
|
|
|
| 194 |
)
|
| 195 |
|
| 196 |
+
with gr.Group() as settings_group:
|
| 197 |
max_tokens = gr.Slider(
|
| 198 |
minimum=1,
|
| 199 |
maximum=2048,
|
| 200 |
value=512,
|
| 201 |
step=1,
|
| 202 |
+
label="Max Tokens"
|
| 203 |
)
|
| 204 |
temperature = gr.Slider(
|
| 205 |
minimum=0.1,
|
| 206 |
maximum=1.0,
|
| 207 |
value=0.7,
|
| 208 |
step=0.1,
|
| 209 |
+
label="Temperature"
|
| 210 |
)
|
| 211 |
top_p = gr.Slider(
|
| 212 |
minimum=0.1,
|
| 213 |
maximum=1.0,
|
| 214 |
value=0.95,
|
| 215 |
step=0.05,
|
| 216 |
+
label="Top P"
|
| 217 |
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 218 |
|
| 219 |
+
clear_button = gr.Button("Clear Chat")
|
| 220 |
+
logout_button = gr.Button("Logout")
|
|
|
|
|
|
|
| 221 |
|
| 222 |
+
# Chat Panel
|
| 223 |
+
with gr.Column(scale=2):
|
| 224 |
+
chatbot = gr.Chatbot()
|
| 225 |
+
msg = gr.Textbox(
|
| 226 |
+
show_label=False,
|
| 227 |
+
placeholder="Type your message here..."
|
| 228 |
+
)
|
| 229 |
+
submit_button = gr.Button("Send")
|
|
|
|
|
|
|
| 230 |
|
| 231 |
+
# Event Handlers
|
| 232 |
+
def update_interface(role):
|
| 233 |
+
settings_class = [] if role == "admin" else ["setting-disabled"]
|
| 234 |
+
return (
|
| 235 |
+
f"Current Role: {role.title()}",
|
| 236 |
+
gr.update(elem_classes=settings_class)
|
| 237 |
+
)
|
| 238 |
|
| 239 |
+
def chat_wrapper(message, history, uid, role):
|
| 240 |
+
if not message.strip():
|
| 241 |
+
return history
|
| 242 |
+
|
| 243 |
+
system_msg = system_message.value
|
| 244 |
+
max_tok = max_tokens.value if role == "admin" else 512
|
| 245 |
+
temp = temperature.value if role == "admin" else 0.7
|
| 246 |
+
tp = top_p.value if role == "admin" else 0.95
|
| 247 |
+
|
| 248 |
+
return chat(message, history, system_msg, max_tok, temp, tp, uid)
|
| 249 |
|
| 250 |
+
# Login flow
|
| 251 |
login_button.click(
|
| 252 |
login,
|
| 253 |
inputs=[username, password],
|
| 254 |
outputs=[login_group, chat_group, user_id, user_role, error_message]
|
| 255 |
).then(
|
| 256 |
+
update_interface,
|
|
|
|
|
|
|
|
|
|
|
|
|
| 257 |
inputs=[user_role],
|
| 258 |
+
outputs=[role_display, settings_group]
|
| 259 |
)
|
| 260 |
|
| 261 |
+
# Chat flow
|
| 262 |
+
submit_button.click(
|
| 263 |
+
chat_wrapper,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 264 |
inputs=[msg, chatbot, user_id, user_role],
|
| 265 |
+
outputs=[chatbot]
|
| 266 |
+
).then(lambda: "", None, msg)
|
|
|
|
| 267 |
|
| 268 |
+
msg.submit(
|
| 269 |
+
chat_wrapper,
|
| 270 |
inputs=[msg, chatbot, user_id, user_role],
|
| 271 |
+
outputs=[chatbot]
|
| 272 |
+
).then(lambda: "", None, msg)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 273 |
|
| 274 |
+
# Clear chat
|
| 275 |
+
clear_button.click(lambda: None, None, chatbot)
|
|
|
|
| 276 |
|
| 277 |
+
# Logout
|
| 278 |
+
logout_button.click(
|
| 279 |
+
lambda: (
|
| 280 |
+
gr.update(visible=True),
|
| 281 |
+
gr.update(visible=False),
|
| 282 |
+
None,
|
| 283 |
+
None
|
| 284 |
+
),
|
| 285 |
outputs=[login_group, chat_group, user_id, user_role]
|
| 286 |
)
|
| 287 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 288 |
if __name__ == "__main__":
|
| 289 |
+
demo.launch(share=True)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|