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vector-database-alternative

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Knolo turns documents into a verifiable Knowledge Image (.knolo): one portable file you can mount, query, and prove. Deterministic retrieval, cryptographic roots, fail-closed verification. Local-first. No vector DB required.

  • Updated Aug 28, 2026
  • TypeScript

A retrieval engine that reasons over document structure — not embeddings. No chunking, no top-K, no vector DB.

  • Updated Aug 26, 2026
  • Go

High-fidelity Topological Memory Palace SDK. Uses Bit Drift & TDA Meshes via the Sovereign Omni Math kernel. Optimized for M4 Apple Silicon & Starlink edge nodes.

  • Updated Jun 6, 2026
  • Python

Governed white-box memory for LLM agents: every fact carries a mechanically-verified evidence span, every rejected hypothesis is documented. Local-first (SQLite+FTS5), 1000+ tests. LV-Eval-256k 91.94% / NoLiMa-32k literal 96.43% on a local 7B — negative results disclosed.

  • Updated Jul 11, 2026
  • Python

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