Update semantic_text ingestion workflow and relocate advanced quantization content#5668
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charlotte-hoblik wants to merge 6 commits intomainfrom
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Update semantic_text ingestion workflow and relocate advanced quantization content#5668charlotte-hoblik wants to merge 6 commits intomainfrom
charlotte-hoblik wants to merge 6 commits intomainfrom
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This PR significantly simplifies the beginner experience for the
semantic_texttutorial and separates advanced cluster configuration into its own dedicated page.Replaced legacy ingestion workflow (Addresses #3956): Removed the UI-based Data Visualizer upload and
_reindexsteps. Replaced them with a programmatic_bulkAPI call to simulate ingestion and inference simultaneously.Relocated advanced content (Addresses #847): Extracted the highly technical "Optimizing vector storage with
index_options" section (BBQ, DiskBBQ, quantization) from the beginner tutorial into a new, standalone page (vector-storage-for-semantic-search.md).Added cross-linking: Added a note and a bullet point in the "Further reading" section to gracefully route advanced users to the new vector storage optimization page.
semantic-search-semantic-text.md→ Tutorial: Updated the page and the frontmatter to match the tutorial content type.vector-storage-for-semantic-search.md→ How-to guide: Updated and restructured the page and the frontmatter to match the how-to content type.Connected to: #3956, https://github.com/elastic/docs-content-internal/issues/847, https://github.com/elastic/docs-content-internal/issues/936