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Update semantic_text ingestion workflow and relocate advanced quantization content#5668

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Update semantic_text ingestion workflow and relocate advanced quantization content#5668
charlotte-hoblik wants to merge 1 commit intomainfrom
charlotte-semantic-search-semantic-text

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This PR significantly simplifies the beginner experience for the semantic_text tutorial and separates advanced cluster configuration into its own dedicated page.

  • Replaced legacy ingestion workflow (Addresses #3956): Removed the UI-based Data Visualizer upload and _reindex steps. Replaced them with a programmatic _bulk API 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.

@charlotte-hoblik charlotte-hoblik self-assigned this Mar 29, 2026
@charlotte-hoblik charlotte-hoblik added the documentation Improvements or additions to documentation label Mar 29, 2026
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