Linting, doc edits

CHANGELOG.md

@@ -5,11 +5,12 @@
 
 - `evaluations run --filter/-f CLAUSE`: SQL `WHERE` clause over document columns, applied to the retrieval benchmark's searches and to every capability search during QA. Recorded as `document_filter` in experiment metadata.
 - `mtrag_clapnq` / `mtrag_clapnq_rewrite` / `mtrag_clapnq_live` / `mtrag_clapnq_live_uncompacted` evaluation datasets: multi-turn QA with gold-prefix and live-session conversation replay, live arms with and without `EvidenceCompactionCapability`, Recall@k/nDCG@k retrieval metrics, eligibility-aware citation scoring, refusal precision/recall, per-turn tool-traffic attributes, and `citation_status` / `turn_citation_status` eval attributes.
+- Raw chunk metadata is now exposed to search and citation results, through `SearchResult.chunk_meta` and `Citation.chunk_meta`. For context-expanded results, the metadata is that of the anchor chunk.
+
 
 ### Changed
 
 - `import_documents` embeds chunks across the whole batch in one pass instead of per document.
-- Raw chunk metadata is now exposed to search and citation results, through `SearchResult.chunk_meta` and `Citation.chunk_meta`. For context-expanded results, the metadata is that of the anchor chunk.
 
 ### Removed
 

docs/custom-pipelines.md

@@ -117,9 +117,7 @@ Chunks are returned with:
 - `embedding` - `None` (not yet embedded)
 - `document_id` - `None` (not yet stored)
 
-A custom `DocumentChunker` can provide other keys and values in `metadata`. They will 
-be stored with the chunk and are accessible when it is returned in a search result or citation, within 
-`SearchResult.chunk_meta` / `Citation.chunk_meta`.
+A custom `DocumentChunker` can provide other keys and values in `metadata`. They will be stored with the chunk and are accessible when it is returned in a search result or citation, within `SearchResult.chunk_meta` / `Citation.chunk_meta`.
 
 ## Embed
 

docs/python.md

@@ -196,7 +196,7 @@ for result in results:
     print(f"Document ID: {result.document_id}")
 ```
 
-Each result carries the parent document's metadata in `result.document_meta`. It is not shown to the model during QA.
+Each result carries the parent document's metadata in `result.document_meta` and the relevant chunk's verbatim metadata in `result.chunk_meta`. Neither is shown to the model during QA.
 
 Search with different search types:
 ```python

haiku_rag_slim/haiku/rag/store/models/chunk.py

@@ -133,7 +133,7 @@ class SearchResult(BaseModel):
     ``document_meta`` carries the parent document's metadata for citation
     consumers (UIs). Never part of ``format_for_agent`` output.
 
-    ``chunk_meta``is the anchor chunk's unparsed ``Chunk.metadata`` and does not
+    ``chunk_meta`` is the anchor chunk's unparsed ``Chunk.metadata`` and does not
     include the metadata of any other chunks merged with it. Never part of
     ``format_for_agent`` output.
     """