Whitepaper 01 · 2026
Retrieval you can stand behind. In courtrooms, clinics, and capital.
Vectors are fuzzy nearest-neighbour guesses. For chat, that's fine. For healthcare, finance, and law, it's a liability. This paper makes the case for vectorless retrieval — and introduces the product that ships it.
One Go binary · Self-hosted · Drop in any RAG pipeline · 20 pages
Inside the paper
- 00
Introduction: The Accuracy Ceiling
Where vector RAG stopped being enough
- 01
Why Vectors Hit the Wall
Three failure modes that show up in production
- 02
What Vectorless Means
Retrieval as navigation, not approximation
- 03
Healthcare, Finance & High-Accuracy Domains
Where the case writes itself — with examples
- 04
How vectorless.store Works
One Go binary, dropped into your pipeline
- 05
Integration & Compliance
Self-hosted, air-gap-ready, audit-trail-native
Vectorless-Whitepaper.pdf
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