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docs(extraction): add YAML frontmatter to remaining published pages - #2332

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docs(extraction): add YAML frontmatter to remaining published pages#2332
kheiss-uwzoo wants to merge 1 commit into
NVIDIA:mainfrom
kheiss-uwzoo:docs/frontmatter-rollout

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@kheiss-uwzoo kheiss-uwzoo commented Jul 10, 2026

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Summary

Adds YAML frontmatter to the remaining published extraction pages per the content IA audit (Chapter 4 — Metadata & Frontmatter). This is PR3 in the audit-driven docs series, following #2330 (orphans) and #2331 (naming).

Coordinates with #2291: Phase 1 IA already adds frontmatter to six entry-path pages (overview, getting-started-about, deployment-options, workflow-document-ingestion, multimodal-extraction, plus external-documentation-map and retriever-cli-quickstart). This PR covers the other 17 nav-published pages so the full extraction corpus has metadata once both land.

Changes

Adds a YAML frontmatter block to each file (no body prose or nav changes):

  • concepts.md, releasenotes.md, prerequisites-support-matrix.md, api-keys.md
  • audio-video.md, embedding.md, vdbs.md, ray-logging.md
  • customize-extend.md, starter-kits.md, evaluate-on-your-data.md
  • nemo-retriever-api-reference.md, environment-config.md, content-metadata.md
  • troubleshoot.md, faq.md, contributing.md

Schema matches #2291 (content_type, audience, journey_stage, product, features, technologies, prerequisites, optional duration_minutes, surface, status).

Scope / safety

  • Docs-only. No mkdocs.yml, runtime code, or link-target changes.
  • Strict build passes: mkdocs build --strict.
  • Frontmatter is additive metadata for findability, agent readability, and Fern migration prep.

Merge note

If #2291 lands first, this PR should rebase cleanly (disjoint file set). If both are open, merge #2291 before #2332 to avoid duplicate frontmatter work on the six overlap pages (there is none by design).

Merge after #2363. Both PRs touch prerequisites-support-matrix.md; #2363 should land first so the NIM/NVCF table restructure is the base for frontmatter addition.

Test plan

Roll out machine-readable metadata (Chapter 4, content IA audit) to the
17 published extraction pages not already covered by NVIDIA#2291. Uses the same
frontmatter schema as Phase 1 IA prep: title, content_type, audience,
journey_stage, product, features, technologies, prerequisites,
duration_minutes (where applicable), surface, and status.

Prose and navigation unchanged. Strict mkdocs build passes.
@kheiss-uwzoo kheiss-uwzoo self-assigned this Jul 13, 2026
@kheiss-uwzoo kheiss-uwzoo added doc Improvements or additions to documentation fern labels Jul 13, 2026
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