Roam Research
fromGitHub
3 days agoGitHub - emil-celestix/celestix-ifr: Meet IFR: a bio-inspired engine solving RAG's biggest flaws. It achieves true O(1) scaling latency stays <5ms even as data grows 1000x. With +14% accuracy over RAG-rerank, it uncovers multi-hop links standard search misses. Patent-pending tech for enterprise-scale discovery. All benchmark JSONs and test results are now live on GitHub.
Induced-Fit Retrieval (IFR) enhances multi-hop reasoning by dynamically mutating query vectors during information retrieval.