August 4, 2026· ~6 min readAgentic GraphRAG: When the RAG Pipeline Learns to Navigate # Agentic GraphRAG: When the RAG Pipeline Learns to Navigate Classic GraphRAG treats retrieval as a **pipeline**: chunk the corpus, build a graph, i
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 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
June 4, 2026· ~8 min readIntroduction to GraphRAG: Combining Knowledge Graphs with RAG ## The Problem with Vanilla RAG Retrieval-augmented generation (RAG) solved a real problem: LLMs hallucinate when asked about facts not in their tra