New to RAG, vector databases, or local AI? This four-part beginner series walks through the CogniVault backend from the ground up. Part 1: the big picture, the full tech stack, and …
Tests that need Ollama running, or Postgres up, or a real PDF on disk, will be skipped in CI and rotted in a week. Here's how I made CogniVault's test suite run in any environment …
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 …