This example shows a Python gateway that uses Blackwall middleware before requests reach your LLM path, plus a small Streamlit SOC dashboard for visualizing security events.

• main.py
• streamlit_app.py
• requirements.txt
• .env.example

• The shield should live in the only outbound LLM path
• main.py uses BlackwallFastAPIMiddleware for drop-in interception on /chat
• streamlit_app.py visualizes audit events, alerts, and retrieval-poisoning findings
• Send alerts to your security webhook or SIEM
• Persist the vault only if your workflow truly requires rehydration