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vector-database-alternative

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HiveForensics-AI / knolo-core

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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.

offline-first knowledge-base document-retrieval edge-computing edge-ai local-first lexical-search offline-llm rag-alternative vector-database-alternative small-llms on-device-llm retrieval-engine deterministic-search knolo
  • Updated Sep 2, 2026
  • TypeScript

zbl1998-sdjn / MASE-agent-memory

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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.

agent memory sqlite mcp memory-management obsidian hallucination rag ai-agent llm long-context langchain local-llm ollama context-window qwen longmemeval vector-database-alternative nolima lv-eval
  • Updated Jul 11, 2026
  • Python

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