change the model
Browse files
app.py
CHANGED
@@ -18,16 +18,20 @@ logging.basicConfig(
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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", "
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HF_API_TOKEN = os.environ.get("HF_API_TOKEN"
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COMPANY_NAME = os.environ.get("COMPANY_NAME", "AI")
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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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# Initialize the client
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try:
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client = InferenceClient(HF_MODEL, token=HF_API_TOKEN)
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logger.info(f"Successfully initialized InferenceClient with model: {HF_MODEL}")
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except Exception as e:
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logger.error(f"Failed to initialize InferenceClient: {str(e)}")
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@@ -63,7 +67,7 @@ def respond(message, chat_history, user_id):
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for user_msg, assistant_msg in chat_history:
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messages.append({"role": "user", "content": user_msg})
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if assistant_msg:
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messages.append({"role": "assistant", "content": assistant_msg})
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messages.append({"role": "user", "content": message})
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@@ -161,7 +165,7 @@ 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 styling
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css = """
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body {
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font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
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@@ -251,7 +255,6 @@ with gr.Blocks(css=css, title=f"{COMPANY_NAME} AI Assistant") as demo:
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with gr.Row():
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gr.Markdown(f"<div class='company-header'><h1>{COMPANY_NAME} AI Assistant</h1></div>")
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# Login Group
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with gr.Group(visible=True) as login_group:
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with gr.Column(elem_classes=["login-container"]):
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gr.Markdown(f"<div class='login-header'><h2>Welcome to {COMPANY_NAME}</h2><p>Please log in to continue</p></div>")
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@@ -260,10 +263,8 @@ with gr.Blocks(css=css, title=f"{COMPANY_NAME} AI Assistant") as demo:
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password = gr.Textbox(label="Password", type="password", placeholder="Enter your password")
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login_button = gr.Button("Login", variant="primary", size="lg")
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# Chat Group
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with gr.Group(visible=False) as chat_group:
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with gr.Row():
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# Settings Panel
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with gr.Column(scale=1, elem_classes=["setting-panel"]):
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role_indicator = gr.Markdown("", elem_id="role-indicator")
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@@ -273,7 +274,7 @@ with gr.Blocks(css=css, title=f"{COMPANY_NAME} AI Assistant") as demo:
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value=DEFAULT_SYSTEM_PROMPT,
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label="System Instructions",
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lines=4,
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interactive=False
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)
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max_tokens = gr.Slider(
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minimum=1,
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@@ -310,7 +311,6 @@ with gr.Blocks(css=css, title=f"{COMPANY_NAME} AI Assistant") as demo:
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logout_btn = gr.Button("Logout", variant="stop")
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# Chat Interface
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with gr.Column(scale=2, elem_classes=["chat-container"]):
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chatbot = gr.Chatbot(elem_classes=["chatbox"])
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with gr.Row():
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@@ -321,7 +321,6 @@ with gr.Blocks(css=css, title=f"{COMPANY_NAME} AI Assistant") as demo:
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)
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submit_btn = gr.Button("Send", variant="primary")
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# Event handlers
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def update_role_display(role):
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badge_class = "admin-badge" if role == "admin" else "user-badge"
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role_display = "Administrator" if role == "admin" else "Standard User"
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@@ -330,14 +329,13 @@ with gr.Blocks(css=css, title=f"{COMPANY_NAME} AI Assistant") as demo:
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def handle_role_permissions(role):
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is_admin = role == "admin"
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return [
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gr.update(interactive=is_admin),
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gr.update(interactive=is_admin),
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gr.update(interactive=is_admin),
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gr.update(interactive=is_admin),
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gr.update(visible=is_admin),
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]
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# Login handler
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login_button.click(
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login,
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inputs=[username, password],
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@@ -352,14 +350,12 @@ with gr.Blocks(css=css, title=f"{COMPANY_NAME} AI Assistant") as demo:
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outputs=[system_message, max_tokens, temperature, top_p, update_config_btn]
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)
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# Configuration update handler
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update_config_btn.click(
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update_config,
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inputs=[system_message, max_tokens, temperature, top_p, user_role],
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outputs=[config_status]
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)
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# Chat handlers
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msg.submit(
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respond,
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inputs=[msg, chatbot, user_id],
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@@ -372,10 +368,8 @@ with gr.Blocks(css=css, title=f"{COMPANY_NAME} AI Assistant") as demo:
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outputs=[chatbot]
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).then(lambda: "", None, [msg])
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# Clear chat
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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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@@ -391,7 +385,6 @@ with gr.Blocks(css=css, title=f"{COMPANY_NAME} AI Assistant") as demo:
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outputs=[error_message]
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)
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# Logout handler
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def logout():
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return gr.update(visible=True), gr.update(visible=False), None, None
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@@ -400,14 +393,10 @@ with gr.Blocks(css=css, title=f"{COMPANY_NAME} AI Assistant") as demo:
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outputs=[login_group, chat_group, user_id, user_role]
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)
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auth=None,
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)
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else:
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demo.launch(show_error=True)
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)
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logger = logging.getLogger("CompanyChatbot")
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# Environment variables (Set these in Hugging Face Spaces settings)
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HF_MODEL = os.environ.get("HF_MODEL", "mistralai/Mixtral-8x7B-Instruct-v0.1") # Powerful free model
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HF_API_TOKEN = os.environ.get("HF_API_TOKEN") # Must be set in Spaces settings
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COMPANY_NAME = os.environ.get("COMPANY_NAME", "AI")
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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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# Validate API token
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if not HF_API_TOKEN:
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raise RuntimeError("HF_API_TOKEN environment variable is not set. Please configure it in Spaces settings.")
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# Initialize the client
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try:
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client = InferenceClient(model=HF_MODEL, token=HF_API_TOKEN)
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logger.info(f"Successfully initialized InferenceClient with model: {HF_MODEL}")
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except Exception as e:
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logger.error(f"Failed to initialize InferenceClient: {str(e)}")
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for user_msg, assistant_msg in chat_history:
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messages.append({"role": "user", "content": user_msg})
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if assistant_msg:
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messages.append({"role": "assistant", "content": assistant_msg})
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messages.append({"role": "user", "content": message})
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gr.update(visible=True, value="Invalid username or password")
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)
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# CSS styling
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css = """
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body {
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font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
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with gr.Row():
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gr.Markdown(f"<div class='company-header'><h1>{COMPANY_NAME} AI Assistant</h1></div>")
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with gr.Group(visible=True) as login_group:
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with gr.Column(elem_classes=["login-container"]):
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gr.Markdown(f"<div class='login-header'><h2>Welcome to {COMPANY_NAME}</h2><p>Please log in to continue</p></div>")
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password = gr.Textbox(label="Password", type="password", placeholder="Enter your password")
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login_button = gr.Button("Login", variant="primary", size="lg")
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with gr.Group(visible=False) as chat_group:
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with gr.Row():
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with gr.Column(scale=1, elem_classes=["setting-panel"]):
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role_indicator = gr.Markdown("", elem_id="role-indicator")
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value=DEFAULT_SYSTEM_PROMPT,
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label="System Instructions",
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lines=4,
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interactive=False
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)
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max_tokens = gr.Slider(
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minimum=1,
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logout_btn = gr.Button("Logout", variant="stop")
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with gr.Column(scale=2, elem_classes=["chat-container"]):
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chatbot = gr.Chatbot(elem_classes=["chatbox"])
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with gr.Row():
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)
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submit_btn = gr.Button("Send", variant="primary")
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def update_role_display(role):
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badge_class = "admin-badge" if role == "admin" else "user-badge"
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role_display = "Administrator" if role == "admin" else "Standard User"
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def handle_role_permissions(role):
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is_admin = role == "admin"
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return [
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gr.update(interactive=is_admin),
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gr.update(interactive=is_admin),
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gr.update(interactive=is_admin),
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gr.update(interactive=is_admin),
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gr.update(visible=is_admin),
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]
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login_button.click(
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login,
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inputs=[username, password],
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outputs=[system_message, max_tokens, temperature, top_p, update_config_btn]
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)
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update_config_btn.click(
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update_config,
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inputs=[system_message, max_tokens, temperature, top_p, user_role],
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outputs=[config_status]
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)
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msg.submit(
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respond,
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inputs=[msg, chatbot, user_id],
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outputs=[chatbot]
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).then(lambda: "", None, [msg])
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clear_btn.click(lambda: [], None, chatbot, queue=False)
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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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outputs=[error_message]
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)
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def logout():
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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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# Launch the app for Hugging Face Spaces
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demo.launch(
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server_name="0.0.0.0",
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server_port=7860,
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share=False,
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show_error=True
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)
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