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        "title" :"From Elephant to ELK: How We Migrated Our Analytics System to Elasticsearch","summary" : "As I mentioned in a recent blog post about image search, we’re avid users of Elasticsearch for search. We also recently ported another vital part of our system to Elasticsearch: analytics. This post is a technical deep dive into how our analytics system works, and specifically how and why we used Elasticsearch to build it. Background DigitalGov Search is","date" : "2015-01-07T11:15:44-04:00","date_modified" : "2025-01-27T19:42:55-05:00","authors" : {"loren-siebert" : "Loren Siebert"},"topics" : {
          
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        "title" :"A Picture Is Worth a Thousand Tokens: Part II","summary" : "In the first part of A Picture Is Worth a Thousand Tokens, I explained why we built a social media-driven image search engine, and specifically how we used Elasticsearch to build its first iteration. In this week’s post, I’ll take a deep dive into how we worked to improve relevancy, recall, and the searcher’s experience","date" : "2014-11-04T10:00:48-04:00","date_modified" : "2025-01-27T19:42:55-05:00","authors" : {"loren-siebert" : "Loren Siebert"},"topics" : {
          
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    },{
        "title" :"A Picture Is Worth a Thousand Tokens","summary" : "Increasingly, we’ve noticed that our agency customers are publishing their highest quality images on social media and within database-driven multimedia galleries on their websites. These sources are curated, contain metadata, and have both thumbnails and full-size images. That’s a big improvement in quality over the images embedded within HTML pages on agencies’ websites. After some","date" : "2014-10-28T11:15:34-04:00","date_modified" : "2025-01-27T19:42:55-05:00","authors" : {"loren-siebert" : "Loren Siebert"},"topics" : {
          
              "application-programming-interface" : "Application programming interface",
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        "url" : "/preview/gsa/digitalgov.gov/bc-archive-content-3/2014/10/28/a-picture-is-worth-a-thousand-tokens/"
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