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Extend embeddings docs - #2788

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vkozyura merged 8 commits into
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extend-embeddings-page
Aug 14, 2026
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Extend embeddings docs#2788
vkozyura merged 8 commits into
mainfrom
extend-embeddings-page

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vkozyura requested review from danjoa and smahati as code owners July 30, 2026 15:13
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vkozyura marked this pull request as draft July 30, 2026 15:13
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vkozyura removed the request for review from danjoa July 30, 2026 15:14
@vkozyura vkozyura changed the title Extend embeddings docs [DRAFT] Extend embeddings docs Jul 30, 2026
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vkozyura marked this pull request as ready for review July 31, 2026 11:57
@vkozyura vkozyura changed the title [DRAFT] Extend embeddings docs Extend embeddings docs Jul 31, 2026
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vkozyura requested review from BobdenOs and PDT42 August 4, 2026 07:40
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vkozyura and others added 4 commits August 12, 2026 16:56
- Restore H2 reference in local testing info box
- Remove HANA mention from testing section, clarify PostgreSQL requires custom vector_embedding function
- Link vector functions directly to individual HANA documentation pages to avoid duplication
- Clarify l2normalize description with accessible language
- Fix PostgreSQL implementation status - no default hash function provided
- Remove SQLite section from Database-Specific Considerations (testing-only, internal details)
- Add pgvector installation prerequisite for PostgreSQL
- Clarify when pgvector npm package is needed (only for reading vector columns)
- Remove specific HANA model details to avoid maintenance burden
…iderations

Remove incorrect statement about hash-based algorithm. PostgreSQL has no default implementation - developers must define their own function.
Correct the explanation: package IS required when passing vectors as parameters from client or reading vector columns. Only not needed when vectors are generated entirely within the database.
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Hi @smahati, from a content perspective, the docs have been reviewed and are ready. Please review them from your side.

@vkozyura
vkozyura added this pull request to the merge queue Aug 14, 2026
Merged via the queue into main with commit 0f6b064 Aug 14, 2026
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@vkozyura
vkozyura deleted the extend-embeddings-page branch August 14, 2026 08:15
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2 participants