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A structured context graph achieved 88.9% accuracy at 26.9 tokens per query on multi-agent conversations, outperforming a raw history dump (61.1% at 490.9 tokens) and a vector-only RAG pipeline (50.0% at 75.9 tokens). The graph stores facts as entities and relationships instead of text chunks.
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Replit CEO Amjad Masad on Agents Built at SaaStr AI 2026