Advanced RAG Trade-offs
Abstract Classic RAG addresses contextual search in small, homogeneous knowledge bases. Advanced RAG extends this model to production scale: it adds hybrid search, multi-layer filtering, prompt manage
Mar 27, 20269 min read78
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Architectures
Systems design, case studies, transformation strategies.
Reference AI-Native GovTech Architecture
This article describes a reference architecture for a distributed system designed for typical GovTech projects. The key feature of the architecture is the AI-Native approach: sovereign artificial inte
Mar 21, 202623 min read17
Digital Transformation of Government Agencies
Report for the International Forum about Artificial Intelligence
Oct 5, 202510 min read94