Diagram ready

Governed RAG Production Architecture Knowledge preparation · policy-scoped retrieval · evidence-backed response Governed RAG Production Architecture Knowledge preparation · policy-scoped retrieval · evidence-backed response query admit grounded prompt cited response content chunks vectors retrieve telemetry Application User — submits governed query Application User submits governed query Policy Gateway — authenticates and scopes Policy Gateway authenticates and scopes RAG Agent — plans grounded response RAG Agent plans grounded response Language Model — generates with evidence Language Model generates with evidence Cited Output — returns traceable answer Cited Output returns traceable answer Source Documents — approved knowledge corpus Source Documents approved knowledge corpus Tokenizer — segments and budgets Tokenizer segments and budgets Embedding Service — vectorizes document chunks Embedding Service vectorizes document chunks Vector Index — retrieves semantic matches Vector Index retrieves semantic matches Runtime Monitoring — observes quality and latency Runtime Monitoring observes quality and latency