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.
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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.
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