SeamBreak

Minimal, scalable LangDB API pipeline with one invariant interface.

Setup

1. Install deps:

python -m pip install -r requirements.txt

2. Create/update .env:

• LANGDB_API_KEY=...
• LANGDB_PROJECT_ID=...

Run

python test_pipeline.py

Dataset-grounded deterministic attack (TruthfulQA)

• Dataset path is fixed at Data/TruthfulQA.csv
• Loader: truthfulqa_loader.py
• Attack (pure message transform): attacks/self_contradiction.py
• test_pipeline.py runs baseline vs attacked for each dataset row across all configured models (logs output text only)