Part 4: Streaming CDC & Federated RAG - Real-Time Knowledge
1. “Yesterday’s Data” is a Disaster If a customer asks a banking Chatbot about savings interest rates, and the Chatbot answers based on a PDF policy file that was changed… 2 hours ago. What happens? In Enterprise environments like Finance, Healthcare, or E-commerce, Yesterday’s data is a legal liability. Legacy data pipelines (ETL Batch Jobs running at midnight) no longer meet the demands of 2026. If the Core Database changes, your Vector Database must be updated immediately. Data Freshness must be measured in seconds. ...