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      <title>Swiggy Improves Search Autocomplete Using Real Time Machine Learning Ranking</title>
      <link>https://www.infoq.com/news/2026/05/swiggy-autocomplete-rt-ranking/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=OpenSearch-news</link>
      <description>&lt;img src="https://res.infoq.com/news/2026/05/swiggy-autocomplete-rt-ranking/en/headerimage/header-1778975533066.jpg"/&gt;&lt;p&gt;Swiggy detailed real-time machine-learning ranking system for autocomplete built on OpenSearch. The architecture separates candidate generation and ranking, uses feature stores for real time signals, and applies learning to rank models for improved relevance. It replaces heuristic ranking while maintaining strict latency constraints and enabling continuous model updates from user behavior signals.&lt;/p&gt; &lt;i&gt;By Leela Kumili&lt;/i&gt;</description>
      <category>OpenSearch</category>
      <category>learning</category>
      <category>Low Latency</category>
      <category>Real Time</category>
      <category>Infrastructure</category>
      <category>Rankings</category>
      <category>Machine Learning</category>
      <category>Event Driven Architecture</category>
      <category>Search</category>
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      <category>Architecture &amp; Design</category>
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      <pubDate>Mon, 18 May 2026 14:38:00 GMT</pubDate>
      <guid>https://www.infoq.com/news/2026/05/swiggy-autocomplete-rt-ranking/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=OpenSearch-news</guid>
      <dc:creator>Leela Kumili</dc:creator>
      <dc:date>2026-05-18T14:38:00Z</dc:date>
      <dc:identifier>/news/2026/05/swiggy-autocomplete-rt-ranking/en</dc:identifier>
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