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v0.6.0 — Auto-Ontology + Hybrid Search

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@SonAIengine SonAIengine released this 22 Mar 12:47
· 121 commits to main since this release

Synaptic Memory v0.6.0 — 자동 온톨로지 + 하이브리드 검색 + 벤치마크

Added

  • Auto-ontology construction — LLM-based ontology building with search-optimized metadata generation
  • LLM classifier prompt optimization — few-shot examples improved accuracy from 50% to 86%
  • FTS + embedding hybrid scoring — S7 Auto+Embed achieved MRR 0.83
  • Kind/tag/search_keywords utilization in search — FTS and ranking boost
  • Ontology auto-construction + benchmark framework + search engine improvements

Changed

  • Updated README with auto-ontology, benchmark results, and differentiation points