Will's first project (Sep 2023). Legal Q&A chatbot built on the Open Source Legislation dataset -- retrieves relevant statutory sections via pgvector, then generates grounded answers with citations. Multi-jurisdiction support (state, federal, combined). agentic-abe: a parallel multi-agent research backend using parallel Research Teams dispatched via ThreadPoolExecutor. Live at askabeai.com.