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docs: house-style sweep across reference and concepts pages - #500

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docs: house-style sweep across reference and concepts pages#500
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@g-despot g-despot commented Aug 6, 2026

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Low tier, 3 of 7. 9 findings, 16 files.

33 em dashes replaced, each with the punctuation the sentence actually wants rather than a mechanical hyphen. Eight of these were never filed by the review, which is why a CI lint is tracked separately.

Client library version numbers removed from prose in five places. Where a version carried meaning the sentence was rewritten to say the same thing without a number that rots.

Two correctness items: the keyword-search page wrote the tokenizer as GSE, but the config value is lowercase gse and the uppercase form is a schema validation error; and an env-var anchor was miscased, which fixes one of only two broken anchors in the whole build.

Verified: build exit 0; broken anchors 2 to 1.

33 em dashes replaced, each with the punctuation the sentence wants rather than
a mechanical substitution. Eight of these were never filed by the review, which
is the argument for the CI lint tracked separately.

Client library version numbers removed from prose in five places. Where a
version was load-bearing the sentence was rewritten to say the same thing
without a number that rots.

Also: the keyword-search page wrote the tokenizer as GSE, but the config value
is lowercase gse and the uppercase form is a validation error; and a link to an
env-var anchor was miscased, which fixes one of only two broken anchors in the
build.

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Orca Security Scan Summary

Status Check Issues by priority
Passed Passed Secrets high 0   medium 0   low 0   info 0 View in Orca

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Pull request overview

Updates documentation house style while correcting stale references and links.

Changes:

  • Replaces em dashes with context-appropriate punctuation.
  • Removes client-library version numbers from prose.
  • Corrects the gse tokenizer casing, an environment-variable anchor, and a TypeScript import.

Reviewed changes

Copilot reviewed 16 out of 16 changed files in this pull request and generated 1 comment.

Show a summary per file
File Description
docs/weaviate/manage-objects/read-all-objects.mdx Removes a client version reference.
docs/weaviate/manage-objects/import.mdx Revises punctuation.
docs/weaviate/manage-objects/create.mdx Corrects the TypeScript import extension.
docs/weaviate/connections/connect-query.mdx Revises punctuation and sentence structure.
docs/weaviate/connections/connect-custom.mdx Removes client versions and revises list punctuation.
docs/weaviate/config-refs/indexing/vector-index.mdx Revises punctuation in indexing guidance.
docs/weaviate/config-refs/indexing/inverted-index.mdx Revises punctuation throughout the reference.
docs/weaviate/config-refs/datatypes.md Revises punctuation in datatype guidance.
docs/weaviate/concepts/storage.md Corrects an environment-variable anchor.
docs/weaviate/concepts/search/vector-search.md Revises MMR descriptions.
docs/weaviate/concepts/search/keyword-search.md Corrects gse casing and punctuation.
docs/weaviate/concepts/indexing/inverted-index.md Revises stopword guidance punctuation.
docs/weaviate/client-libraries/index.mdx Removes client version numbers.
docs/weaviate/api/index.mdx Removes client version examples.
docs/deploy/configuration/replication.md Revises replication guidance punctuation.
docs/deploy/configuration/backups.md Revises backup guidance punctuation.

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Comment thread docs/weaviate/config-refs/datatypes.md Outdated
:::note Indexing and filtering

`object` and `object[]` properties are not vectorized only their leaf scalars are stored in the inverted index. From Weaviate `v1.38` (preview), you can filter on nested-object leaves using a dotted path syntax. See [Filter on nested object properties](../search/filters.md#filter-on-nested-object-properties).
`object` and `object[]` properties are not vectorized: only their leaf scalars are stored in the inverted index. From Weaviate `v1.38` (preview), you can filter on nested-object leaves using a dotted path syntax. See [Filter on nested object properties](../search/filters.md#filter-on-nested-object-properties).
…ector config

The note on the `object` data type claimed absolutely that `object` and
`object[]` properties are not vectorized. That conflicts with
config-refs/indexing/vector-index.mdx, which documents that non-text types,
including `object`, are vectorized when explicitly listed as source
properties.

Core confirms the docs page was wrong. In
usecases/modulecomponents/vectorizer/object_texts.go the default switch
handles only `string` and `[]string`; everything else falls through to a
no-op. A second switch, guarded by `hasSourceProperties`, adds
`map[string]any` and `[]map[string]any`, which are passed through
`marshalValue` (json.Marshal, with a fmt.Sprintf fallback) and inserted into
the vectorized corpus. So a listed object property is vectorized as its JSON
representation.

The sentence also conflated two independent mechanisms behind a single
clause: vectorization and inverted-index storage. The inverted-index half was
correct. Split them so each can be stated accurately, and align the wording
and vocabulary with vector-index.mdx, which owns this topic.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01DzkwXqkMC6agu8oGNswh2b
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