July 21, 2026· ~3 min readC2RAG: Robust Multi-Hop GraphRAG Over Imperfect Knowledge Graphs # C2RAG: Robust Multi-Hop GraphRAG Over Imperfect Knowledge Graphs Knowledge graphs in production are never perfect. They contain spurious edges, mi
July 16, 2026· ~10 min readDeploying GraphRAG in Production: Architecture, Cost, and Operations ## The Gap Between Demo and Production GraphRAG demos are compelling. Show a system that answers "How does this API change affect the three downstre
July 15, 2026· ~4 min readWhen to Use Graphs in RAG: Findings from the ICLR 2026 GraphRAG-Bench Study # When to Use Graphs in RAG Despite GraphRAG's conceptual promise, recent studies have shown that it frequently underperforms vanilla vector RAG on
July 10, 2026· ~4 min readBYOKG: Bring Your Own Knowledge Graph for GraphRAG — An AWS Case Study in Pharmaceutical Research # BYOKG: Bring Your Own Knowledge Graph for GraphRAG On 8 July 2026, AWS published a detailed case study of a GraphRAG implementation in pharmaceuti
July 9, 2026· ~10 min readGraphRAG Variants Compared in 2026 # GraphRAG Variants Compared in 2026 By mid-2026, GraphRAG has fragmented into specialised architectures, each optimised for a different slice of th
July 8, 2026· ~15 min readGraph-Powered OSINT: Why Knowledge Graphs Are the Missing Layer in Open Source Intelligence Palantir Gotham is valued at over $60 billion. Its core product — an intelligence platform that fuses hundreds of data sources into a single knowledg