shivamitcs / vectorless-knowledge-engine Star 0 Code Issues Pull requests Enterprise-grade vectorless retrieval platform engineered for deterministic knowledge orchestration, explainable AI search, contextual document intelligence, and scalable enterprise retrieval workflows without vector embeddings. react redis elasticsearch postgresql bm25 enterprise-search opensearch ai-search explainable-ai knowledge-engine retrieval-systems fastapi contextual-search document-intelligence enterprise-ai enterprise-platforms llm-infrastructure vectorless-rag knowledge-orchestration deterministic-retrieval Updated May 28, 2026