CogniVault Backend Explained, Part 3 · How a Question Becomes a Cited Answer
Hybrid retrieval, a six-tool agent, and a stream that shows the model think before it answers. A beginner's walk through the heart of CogniVault: the RAG loop.
Part 3 · Two-Phase Streaming: Showing the Model Think Before It Acts
Most agent UIs hide the model's reasoning until everything finishes. CogniVault streams Gemma 4's chain of thought first, then runs the Strands tool loop — and the UX dividends are …