DOC-12565 vector search concepts #325
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… start of the GSI topic.
* Edits to the overview. * More work on the GSI topic * Changed link in the download partial because the old one only pointed to the SDK.
* Added diagram illustrating vector space. * More detail on vector similarity functions.
…o indexing. Added clarification to SQ diagram and description about subspace centroid storage.
…d adding the Vector index (BHIVE) page.
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Co-authored-by: Simon Dew <39966290+simon-dew@users.noreply.github.com>
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| // Holding off on simlarity because the best practice doc is mute on it, also lacks testing for dot? | ||
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| == Tune Queries |
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Also cover topNScan for Hyperscale Vector Index - https://docs.google.com/document/d/10ruCMnZB6pZtqcN_uDn9a9BfLmaaHA_PG5BcLBpFFEU/edit?tab=t.0
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Note that topNScan is covered in the Vector Indexes reference page: see #407
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The document you linked to doesn't describe what topNScan does and does not give any best practices for it. Can you direct me to this information?
…ry, as per Simon's suggestion. * Added more links to reference. * Fixed a few stray references to Couchbase Server instead of using the product-name alias.
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Full draft of the vector index concepts. --------- Co-authored-by: Simon Dew <39966290+simon-dew@users.noreply.github.com>
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Full draft of the vector index concepts. --------- Co-authored-by: Simon Dew <39966290+simon-dew@users.noreply.github.com>
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Full draft of the vector index concepts. --------- Co-authored-by: Simon Dew <39966290+simon-dew@users.noreply.github.com>
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Full draft of the vector index concepts. --------- Co-authored-by: Simon Dew <39966290+simon-dew@users.noreply.github.com>
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This PR covers the conceptual overviews and how-to guides for using Hyperscale and Composite vector indexes for the Morpheus release. The updates to the FTS Vector updates for Morpheus will be covered in a separate PR.
The doc tickets this PR covers are:
Here's a preview of the documentation.
Everything under the Vectors and Vector Indexes Overview is open for review, except Use Vector Search for AI Applications and everything under it. Those will be updated in a separate PR.
If you need the username and password for the preview site, see Docs Team demo site passwords.
Note: Please let me know who else to invite to the PR. There are several folks who figured prominently in the planning docs/JIRAs whose Github usernames I couldn't track down.