Self-contained LLM knowledge base with EBR (Evidence-Based Reasoning) engine and local vector semantic search (Xenova/all-MiniLM-L6-v2, fully offline). Ingest documents into structured knowledge cards, retrieve with hybrid search (local vector + BM25 keyword fallback), reason with evidence-weighted paths (Definitive / Causal / Predictive / Evaluative), user-confirmed write-back. All knowledge is source-anchored; hallucination is structurally blocked.
Self-contained LLM knowledge base with EBR (Evidence-Based Reasoning) engine and local vector semantic search (Xenova/all-MiniLM-L6-v2, fully offline). Ingest documents into structured knowledge cards, retrieve with hybrid search (local vector + BM25 keyword fallback), reason with evidence-weighted paths (Definitive / Causal / Predictive / Evaluative), user-confirmed write-back. All knowledge is source-anchored; hallucination is structurally blocked.