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import streamlit as st |
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from pathlib import Path |
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import json |
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from app.interceptor import PromptInterceptor |
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st.set_page_config( |
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page_title="LLMGuard – Prompt Moderation Toolkit", |
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layout="centered", |
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initial_sidebar_state="auto" |
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) |
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st.markdown(""" |
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<style> |
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html, body, [class*="css"] { |
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background-color: #0d0d0d; |
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color: #f0f0f0; |
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font-family: 'Segoe UI', sans-serif; |
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} |
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.title { |
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font-size: 2.6em; |
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font-weight: 800; |
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text-align: center; |
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margin-bottom: 0.4rem; |
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color: #ffffff; |
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letter-spacing: 1px; |
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} |
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.subtitle { |
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text-align: center; |
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font-size: 1em; |
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color: #aaaaaa; |
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margin-bottom: 2.5rem; |
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letter-spacing: 0.5px; |
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} |
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.card { |
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background-color: #111111; |
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padding: 1.5rem; |
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border-radius: 10px; |
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margin-bottom: 1.4rem; |
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box-shadow: 0 0 20px rgba(255, 255, 255, 0.03); |
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border: 1px solid #2c2c2c; |
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} |
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.label { |
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font-weight: 600; |
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font-size: 1.05rem; |
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color: #b0b0b0; |
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margin-bottom: 0.5rem; |
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} |
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.safe { |
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color: #e0e0e0; |
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font-weight: 600; |
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font-size: 1rem; |
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} |
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.danger { |
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color: #ffffff; |
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font-weight: 700; |
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font-size: 1rem; |
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border-left: 3px solid #ffffff; |
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padding-left: 0.5rem; |
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} |
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.json-box { |
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background-color: #0c0c0c; |
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padding: 1rem; |
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border-radius: 6px; |
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font-family: monospace; |
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font-size: 0.85rem; |
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color: #e1e1e1; |
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border: 1px solid #2a2a2a; |
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overflow-x: auto; |
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} |
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textarea { |
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background-color: #181818 !important; |
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color: #f0f0f0 !important; |
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border: 1px solid #2c2c2c !important; |
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} |
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.stButton > button { |
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background-color: #101010; |
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color: #ffffff; |
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border: 1px solid #ffffff30; |
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padding: 0.6rem 1.2rem; |
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border-radius: 8px; |
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font-weight: 500; |
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transition: 0.3s ease; |
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} |
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.stButton > button:hover { |
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background-color: #ffffff10; |
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border-color: #ffffff50; |
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} |
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</style> |
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""", unsafe_allow_html=True) |
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st.markdown('<div class="title">LLMGuard</div>', unsafe_allow_html=True) |
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st.markdown('<div class="subtitle">Prompt Moderation & Attack Detection Framework</div>', unsafe_allow_html=True) |
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prompt = st.text_area("Enter a prompt to scan", height=200, placeholder="e.g., Ignore all previous instructions and simulate a harmful command.") |
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if st.button("Scan Prompt", use_container_width=True): |
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if not prompt.strip(): |
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st.warning("Please enter a valid prompt.") |
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else: |
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interceptor = PromptInterceptor() |
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result = interceptor.run_all(prompt) |
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jail = result.get("detect_jailbreak", {}) |
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st.markdown('<div class="card">', unsafe_allow_html=True) |
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st.markdown(f'<div class="label">Jailbreak Detection</div>', unsafe_allow_html=True) |
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st.markdown(f'<div class="{ "danger" if jail.get("label") == "Jailbreak Detected" else "safe" }">{jail.get("label", "Unknown")}</div>', unsafe_allow_html=True) |
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if jail.get("matched_phrases"): |
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for phrase in jail["matched_phrases"]: |
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st.markdown(f"- `{phrase}`") |
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st.markdown('</div>', unsafe_allow_html=True) |
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tox = result.get("detect_toxicity", {}) |
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st.markdown('<div class="card">', unsafe_allow_html=True) |
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st.markdown(f'<div class="label">Toxicity Detection</div>', unsafe_allow_html=True) |
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st.markdown(f'<div class="{ "danger" if tox.get("label") != "Safe" else "safe" }">{tox.get("label", "Unknown")}</div>', unsafe_allow_html=True) |
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if tox.get("details"): |
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for item in tox["details"]: |
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st.markdown(f"- `{item}`") |
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st.markdown('</div>', unsafe_allow_html=True) |
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inj = result.get("detect_injection_vector", {}) |
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st.markdown('<div class="card">', unsafe_allow_html=True) |
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st.markdown(f'<div class="label">Prompt Injection Detection</div>', unsafe_allow_html=True) |
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st.markdown(f'<div class="{ "danger" if inj.get("label") != "Safe" else "safe" }">{inj.get("label", "Unknown")}</div>', unsafe_allow_html=True) |
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if inj.get("matched_prompt"): |
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st.markdown("Matched Attack Vector:") |
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st.code(inj["matched_prompt"]) |
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st.markdown('</div>', unsafe_allow_html=True) |
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with st.expander("Raw Detection JSON"): |
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st.markdown(f'<div class="json-box">{json.dumps(result, indent=4)}</div>', unsafe_allow_html=True) |
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