Programming Throwdown

155: The Future of Search with Saahil Jain

Apr 10, 2023
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INSIGHT

Search Is About Large, Unstructured Data

  • Search differs from database queries because it targets very large, unstructured corpora and information retrieval techniques.
  • The future of search will shift from blue links to answer-first and action-enabled experiences.
INSIGHT

Semantic Search Replaces Keyword-Only Matches

  • Semantic search embeds queries and documents to find related content even when keywords don't match exactly.
  • Advances in NLP over the last five years enable search to understand intent and surface relevant results beyond keyword matching.
INSIGHT

Search Will Start Doing Tasks

  • Search will increasingly perform actions and generate content, not just return links, enabled by models that can create images or code.
  • This extends search into a tool that helps users do tasks rather than only find documents.
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