The Steward plugin adds an LLM-driven command layer over your vault, combining a fast TF-IDF search (with typo tolerance) and an adaptive chat UI that works in editor or reading view. Use slash commands to search, create, update, move, copy, or delete notes, then chain them into powerful user-defined workflows written in simple YAML. It supports multiple model providers-OpenAI, Gemini, DeepSeek, and local Ollama-with automatic fallbacks and intent caching via embeddings to cut token usage. Triggers let commands run on file events for hands-free automation.