RAG

From Chat-with-PDF to Quiz-Master: Live-Grading RAG with LLM-as-Judge in Python

Coming soon: Moving beyond passive search, this live-coded session demonstrates how to build an interactive “exam engine” from complex documents. Learn how to combine layout-aware ingestion, synthetic QA generation, and an LLM-as-judge pipeline to move from basic retrieval to real-time, human-in-the-loop evaluation using Docling, DeepEval, and Marimo.

Building a Real-World Adverse Media Pipeline

An overview of practical lessons learned transitioning from LLM proof-of-concept stages to delivering a production-grade, responsibly managed multi-stage financial crime entity extraction pipeline processing over a million news articles a day.