AegisLLM is a production-grade LLM system with hybrid retrieval (FAISS + BM25 + RRF), real-time streaming ingestion, and semantic context optimization. It ensures high accuracy (96% Recall@5), reduces token cost by 38%, and enforces safety via multi-layer guardrails and grounding validation.