Projects
Adaptive RAG architecture
A reference architecture for teams building RAG beyond “embed and search” — separating analysis, routing, pipeline execution, and evidence fusion.
Summary
Two tracks — ingestion and retrieval — describe how data is prepared and how queries map to strategies (e.g. direct answer vs multi-source agent), including contracts, fallbacks, and observability.
- Router-driven pipelines instead of one-size retrieval
- Explicit links between ingestion metadata and retrieval behaviour
- Roadmap from core implementation to advanced techniques (rerank, hybrid, validation)