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Advanced search

As explained in Elasticsearch in Action, Second Edition

Advanced search provides rich results by interpreting query context and semantics and producing summaries, visualizations, or synthesized information.

Advanced search interprets query context and semantics to produce richer results than links alone. Generative AI can support summaries, relevant visualizations, synthesized information, and answers tailored to a user’s needs. section 1.6

Advanced search can extend a conventional search experience by:

  • Generating content summaries that make retrieved information easier to understand. section 1.6
  • Producing relevant visualizations alongside search results. section 1.6
  • Synthesizing new information to help answer a user’s question. section 1.6
  • Using previous interactions or current context to personalize results and suggestions. section 1.6

How Elasticsearch in Action, Second Edition covers it

How deep it goes
Defines the capability and illustrates its effects, but stops short of implementation details, query syntax, or operational guidance.
Examples
Uses summaries, visualizations, synthesized answers, personalized results, and proactive suggestions as representative outcomes.
What you can do after
Evaluate/understand how AI-enhanced search can move beyond linking existing content toward richer and more proactive responses.
How it connects
Connects generative AI with full-text search, predictive search, personalization, and conversational search.
Cover of Elasticsearch in Action, Second Edition
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Related concepts

This explainer was generated by Manning's knowledge graph from the text of Elasticsearch in Action, Second Edition. The section links point to the parts of the book it draws on.