Writing

ElfTech Blog

Insights on building autonomous AI systems, multi-agent workflows, and the future of reasoning automation.

What Comes After RAG

Building several RAG systems — from plain vector search to hybrid retrieval to knowledge graphs — eventually hit the same wall: the questions users don't know to ask. What I found on the other side.

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