FastMCP gets instructions, the haiku.rag-slim version and a lifespan. Every tool carries read-only ToolAnnotations with a title, a description that says when to use it, and a description on every parameter. The filter description lists the document columns from DocumentMetaRecord and how to match metadata; filter is accepted by both search tools. One strict base64 decoder serves every image parameter. DocumentInfo carries metadata. Refs #599 |
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