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Update app.py
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app.py
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import gradio as gr
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from
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"""
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For more information on `huggingface_hub` Inference API support, please check the docs: https://huggingface.co/docs/huggingface_hub/v0.22.2/en/guides/inference
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"""
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client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
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def respond(
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message,
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history: list[tuple[str, str]],
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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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):
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messages = [{"role": "system", "content": system_message}]
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for val in history:
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if val[0]:
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messages.append({"role": "user", "content": val[0]})
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if val[1]:
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messages.append({"role": "assistant", "content": val[1]})
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messages.append({"role": "user", "content": message})
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response = ""
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for message 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.choices[0].delta.content
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response += token
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yield response
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"""
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"""
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demo = gr.ChatInterface(
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respond,
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additional_inputs=[
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gr.Textbox(value="You are a friendly Chatbot.", label="System message"),
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gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"),
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gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"),
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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-p (nucleus sampling)",
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),
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],
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)
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demo.launch()
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import gradio as gr
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from llmConnect import chat
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title = """
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<div style="text-align: center; padding: 20px">
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<h1 style="color: #2B2A4C;">🛡️ Security Assistant</h1>
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<p style="color: #444444;">Your trusted companion for identifying security threats</p>
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</div>
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"""
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description = """
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### 🔒 How I Can Help You:
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- Analyze suspicious emails & links
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- Identify potential phishing attempts
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- Guide you through security best practices
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- Explain social engineering tactics
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### 💡 Example Questions:
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1. "Is this email suspicious?"
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2. "What are signs of phishing?"
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3. "How can I protect against social engineering?"
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"""
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css = """
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.gradio-container {font-family: 'Inter', sans-serif}
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.chat-message {font-size: 16px !important; padding: 15px !important;}
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.chat-message-dark {background-color: #2B2A4C !important; color: white !important;}
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.chat-message-light {background-color: #f3f4f6 !important;}
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"""
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gr.ChatInterface(
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fn=chat,
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chatbot=gr.Chatbot(height=500, bubble_full_width=False),
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title=title,
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description=description,
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theme=gr.themes.Soft(),
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css=css,
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examples=[
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["Is this email a phishing attempt: 'Dear user, your account needs urgent verification. Click here.'"],
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["What are common signs of social engineering?"],
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["How can I verify if a sender's email is legitimate?"]
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],
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).launch()
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