| name | do.rag |
| description | Retrieve relevant context from a DeepOrbit Obsidian vault using self-refreshing local lexical search and optional semantic RAG. Use when answering from prior notes, recalling a project, finding related research, or grounding another DeepOrbit workflow. |
Retrieve Vault Context
Preferred order:
- If the DeepOrbit MCP server is available, call
rag_query or rag_search.
- Otherwise run
deeporbit --vault "<vault>" rag "<query>".
- Add
--semantic only when ChromaDB is installed or the user asks for semantic retrieval.
- If the CLI is unavailable, search Markdown directly and disclose the fallback.
Every query refreshes changed and deleted files before retrieval. Cite results with [[Title]] and their vault-relative paths. Distinguish retrieved facts from general knowledge and never invent note content.