Technical notes on applied AI systems, retrieval architectures, and Knowledge Engine R&D.
A chunk-level approach to GraphRAG with a contradiction-detection trick nobody else seems to be doing. Benchmarked at RAGAS faithfulness 0.895 and context recall 0.925.