Live Demo

See Oubliette Shield in action. Test prompt injections and watch the 5-stage pipeline analyze them in real time.

Oubliette Shield Demo

Hosted demo coming soon. Run it locally in 2 commands:

Run Locally

The interactive demo runs as a Streamlit application. Install and launch in seconds:

terminal 
# Install with demo dependencies
$ pip install oubliette-shield[demo]

# Launch the interactive demo
$ streamlit run demo_benchmark.py

Attack Testing

Try 57 pre-built attack scenarios across 10 categories. See real-time detection scores.

Pipeline Visualization

Watch each stage of the 5-stage pipeline process inputs. See which layer catches each attack.

Benchmarks

Run full benchmark suites. Compare detection rates, latency, and false positive rates.