search_vault
Search across your Obsidian vaults using hybrid, semantic, or keyword modes to retrieve context, notes, and past decisions.
Instructions
Search across your Obsidian vault(s). Three modes: 'hybrid' (default) combines semantic meaning with keyword matching for best results; 'semantic' searches by meaning only; 'keyword' matches exact words using full-text search. Use this to retrieve context, past decisions, notes, or research from the vault.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| mode | No | Search mode: 'hybrid' (default) combines semantic + keyword; 'semantic' uses vector similarity only; 'keyword' uses full-text search only. | hybrid |
| limit | No | Number of results to return (default: 5, max: 20) | |
| query | Yes | Natural language search query | |
| vault | No | Filter results to a specific vault by its name (basename of vault path). Omit to search all vaults. | |
| graph_expand | No | Follow wikilinks from top results to surface connected notes that didn't rank semantically. Useful for discovering missed connections. | |
| min_similarity | No | Minimum similarity score (0.0–1.0). Results below this threshold are excluded. Default: 0.0 |