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[Search] Refactor vector & semantic search under AI-powered search #357

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merged 33 commits into from
Feb 10, 2025

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leemthompo
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@leemthompo leemthompo commented Feb 6, 2025

WIP

previews:

Tries to achieve:

  • Escape hatches to semantic_text workflow EVERYWHERE
  • Clearer separation between semantic and vector search concepts
  • More logical content hierarchy
  • Improve clarity on workflow options
  • Better technical details for vector search
  • Clearer decision guidance

Notable changes

Made some filename changes to better reflect content with benefit of hindsight:

rename: /semantic-search-elser.md => semantic-search-elser-ingest-pipelines.md

solutions/search/semantic-search/semantic-text-hybrid-search.md → solutions/search/hybrid-semantic-text.md

solutions/search/semantic-search/semantic-search-deployed-nlp-model.md → solutions/search/vector/dense-versus-sparse-ingest-pipelines.md

solutions/search/semantic-search/bring-own-vectors.md → solutions/search/vector/bring-own-vectors.md

New files:

  • solutions/search/ai-search/ai-search.md
  • solutions/search/vector/sparse-vector.md

Deleted files:

  • raw-migrated-files/docs-content/serverless/elasticsearch-knn-search.md
  • raw-migrated-files/docs-content/serverless/elasticsearch-reference-semantic-search.md
  • raw-migrated-files/elasticsearch/elasticsearch-reference/knn-search.md
  • raw-migrated-files/elasticsearch/elasticsearch-reference/semantic-search.md

@leemthompo leemthompo self-assigned this Feb 6, 2025
leemthompo and others added 9 commits February 6, 2025 18:27
1. New structure
- New ai-search dir & entry point
- Moved vector.md under ai-search
- Updated TOC hierarchy

2. Content streamlining
- Simplified hybrid-search.md to overview
- Trimmed vector.md to essentials
- Removed redundant semantic-search.md content

3. TOC & links cleanup
- Reorganized parent/child relationships
- Fixed cross-references
- Split implementation details to subpages
@leemthompo leemthompo changed the title [Search] Vector & semantic search [Search] Refactor vector & semantic search under AI-powered search Feb 7, 2025
@leemthompo leemthompo marked this pull request as ready for review February 10, 2025 15:39
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@szabosteve szabosteve left a comment

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🥇

@leemthompo leemthompo merged commit 8116b17 into main Feb 10, 2025
5 checks passed
@leemthompo leemthompo deleted the leemthompo/searchy-mc-searchface branch February 10, 2025 15:44
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2 participants