Search results carry text and image blocks only. Claude Code and the
Agent SDK do not forward text blocks when structuredContent is present
and Desktop forwards both, so sending both either hid the rendering or
doubled it. The invalid-filter error keeps the engine's diagnosis and
lists our columns instead of lance's internals. format_citations no
longer repeats the URI of an untitled document.
Refs #599
Both search tools pass their results through HaikuRAG.expand_context, as
every other consumer of search results already did, so a client reads
the hit in its section rather than the chunk that matched. The rendering
gains an opt-in include_chunk_meta that shows the metadata stored with
the matched chunk beyond haiku.rag's structural keys, labelled as the
matched chunk's because an expanded passage spans several chunks and
only the anchor's metadata survives expansion. The capabilities' rendering
is unchanged.
Refs #599
claude-plugin/ holds the plugin manifest, the server configuration
(haiku-rag mcp --stdio, the configuration decides the database) and a
skill that says when to reach for the knowledge base and how to move
from a search result to a document, a section, an answer or a
computation. A repo-root marketplace manifest makes
`claude plugin marketplace add ggozad/haiku.rag` work. The skill
pre-approves every tool the server registers, and a test keeps the two
in step.
The manifest carries the package version, which bump_version.py now
rewrites: a versioned plugin updates only on a bump, so the installed
skill stays in step with the haiku-rag release the user has.
Refs #599
haiku-rag mcp --no-agents reaches create_mcp_server(agents=False):
ask_question and analyze are not registered and the instructions drop
the line describing them. qa.model always has a default, so a server
without a usable model cannot be detected from configuration; the flag
is how an operator says so.
Refs #599
search_documents and search_documents_by_image return a ToolResult: the
format_for_agent rendering with rank, Document ID and Collection so the
text alone drives the document tools; one ImageContent per distinct
picture, labelled with its result; and the SearchResult list without
image_data as structured content. format_for_agent gains an opt-in
include_document_id, so the capabilities' rendering is unchanged.
collect_pictures is the one place pictures are deduplicated and
validated for both wire formats.
Refs #599
build_toc moves from the sandbox into haiku.rag.context; the sandbox
keeps its toc.json unchanged. get_document_outline returns the heading
tree with page numbers and get_document_section one section's text,
subsections included, both resolved in the database holding the
document. Chunk ids never leave the server. ask_question drops `cite`
and always appends its citations.
Refs #599
FastMCP masks unexpected exceptions and logs the traceback server-side,
so paths and provider URLs never cross the transport. Expected failures
raise ToolError with a message: unknown document, unknown collection,
invalid filter, invalid base64, and agent failures naming only the
exception type. No tool returns an empty value or an error string on
failure any more.
A filter is validated on its own before the read that would use it, with
a filtered count on one of the selected databases: that is the query
engine rejecting the filter and nothing else, so its message (columns and
the statement) can be forwarded, while a ValueError raised later in the
read stays masked and no database outside the selection is opened.
Refs #599
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
`haiku-rag mcp` passes covers_set=True and _covering no longer refuses a
scope over several databases. search_documents, search_documents_by_image,
ask_question and analyze take `sources`; get_document takes `source`;
DocumentInfo carries `source`. format_citations gains include_source, which
ask_question sets from covers_multiple so citations name their database
only when the server covers several.
Refs #599
add_document_from_file, add_document_from_url, add_document_from_text
and delete_document are gone. create_mcp_server and _covering lose
read_only; the client always opens with read_only=True, so the
--read-only flag before `mcp` is redundant and the docs, Dockerfiles and
compose example drop it.
Ingestion is `haiku-rag add`/`add-src`/`delete` and haiku-ingester. No
known consumer used the write tools; one stdio server per client window
made multi-writer the accidental default, and streamable HTTP has no auth.
The test_app stub drops a comment and __init__ that described run_mcp
constructing the client positionally; every path goes through _covering.
Refs #599
