{"id":933761,"date":"2026-02-03T12:34:39","date_gmt":"2026-02-03T17:34:39","guid":{"rendered":"https:\/\/www.marketnewsdesk.com\/index.php\/elastic-adds-high-precision-multilingual-reranking-to-elastic-inference-service-with-jina-models\/"},"modified":"2026-02-03T12:34:39","modified_gmt":"2026-02-03T17:34:39","slug":"elastic-adds-high-precision-multilingual-reranking-to-elastic-inference-service-with-jina-models","status":"publish","type":"post","link":"https:\/\/www.marketnewsdesk.com\/index.php\/elastic-adds-high-precision-multilingual-reranking-to-elastic-inference-service-with-jina-models\/","title":{"rendered":"Elastic Adds High-Precision Multilingual Reranking to Elastic Inference Service with Jina Models"},"content":{"rendered":"<p>        <!--.bwalignc { text-align: center; list-style-position: inside }\n.bwlistdisc { list-style-type: disc }body {font:normal small Arial,Helvetica,sans-serif;color:#000;background-color:#fff;padding:24px;margin:0;} a img {border:0;} h3 {font-size:medium;color:#000;margin:0 0 1em 0; text-align:center;}-->  <\/p>\n<p><b>Elastic Adds High-Precision Multilingual Reranking to Elastic Inference Service with Jina Models<\/b><\/p>\n<p class=\"bwalignc\"><i>Two new Jina reranker models deliver low-latency, production-ready relevance for hybrid search and RAG workloads<\/i><\/p>\n<p>SAN FRANCISCO&#8211;(<a href=\"http:\/\/www.businesswire.com\">BUSINESS WIRE<\/a>)&#8211;<br \/>\nElastic (NYSE: ESTC), the Search AI Company, today made two Jina Rerankers available on Elastic Inference Service (EIS), a GPU-accelerated inference-as-a-service that makes it easy to run fast, high-quality inference without complex setup or hosting. These rerankers bring low-latency, high-precision multilingual reranking to the Elastic ecosystem.<\/p>\n<p>\nAs generative AI prototypes move into production-ready search and RAG systems, users run into relevance and inference latency limits, particularly for multilingual use cases. Rerankers improve search quality by reordering results based on semantic relevance, helping surface the most accurate matches for a query. They improve relevance across aggregated, multi-query results, without reindexing or pipeline changes. This makes them especially valuable for hybrid search, RAG, and context-engineering workflows where better context boosts downstream accuracy.<\/p>\n<p>\nBy delivering GPU-accelerated Jina rerankers as a managed service, Elastic enables teams to improve search and RAG accuracy without managing model infrastructure.<\/p>\n<p>\n\u201cSearch relevance is foundational to AI-driven experiences,\u201d said<b> Steve Kearns, general manager, Search <\/b>at Elastic. \u201cBy bringing these Jina reranker models to Elastic Inference Service, we are enabling teams to deliver fast and accurate multilingual search, RAG, and agentic AI experiences, available out of the box with minimal setup.\u201d<\/p>\n<p>\nThe two new Jina reranker models are optimized for different production needs:<\/p>\n<p><b>Jina Reranker v2 (jina-reranker-v2-base-multilingual)<br \/>\n<br \/><\/b>Built for scalable, agentic workflows.<\/p>\n<ul class=\"bwlistdisc\">\n<li><b>Low-latency inference at scale<\/b>: Low-latency inference with strong multilingual performance that can outperform larger rerankers.\n<\/li>\n<li><b>Support for agentic use cases<\/b>: Ability to select relevant SQL tables and external functions that best match user queries, enabling more advanced agent-driven workflows.\n<\/li>\n<li><b>Unbounded candidate support<\/b>: Scores documents independently to handle arbitrarily large candidate sets. These scores remain consistent across batches, so developers can rerank results incrementally without relying on strict top-k limits.\n<\/li>\n<\/ul>\n<p><b>Jina Reranker v3 (jina-reranker-v3)<br \/>\n<br \/><\/b>Optimized for high-precision shortlist reranking.<\/p>\n<ul class=\"bwlistdisc\">\n<li><b>Lightweight, production-friendly architecture:<\/b> Optimized for low-latency inference and efficient deployment in production settings.\n<\/li>\n<li><b>Strong multilingual performance:<\/b><a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fjina.ai%2Fnews%2Fjina-reranker-v3-0-6b-listwise-reranker-for-sota-multilingual-retrieval%2F&amp;esheet=54412631&amp;newsitemid=20260202929140&amp;lan=en-US&amp;anchor=Benchmarks&amp;index=1&amp;md5=43a1cb17d5f5cd5ea1ce00bfce6624b0\">Benchmarks<\/a> show that v3 delivers state-of-the-art multilingual performance, outperforming much larger alternatives, and maintains stable top-k rankings under permutation.\n<\/li>\n<li><b>Cost-efficient, cross-document reranking: <\/b>v3 reranks up to 64 documents together in a single inference call, reasoning across the full candidate set to improve ordering when results are similar or overlapping. By batching candidates instead of scoring them individually, v3 significantly reduces inference usage, making it a strong fit for RAG and agentic workflows with defined top-k results.\n<\/li>\n<\/ul>\n<p>\nThese models extend Elastic\u2019s growing catalogue of ready-to-use models available on EIS, which includes the open source multilingual and multimodal embeddings, rerankers, and small language models built by Jina and acquired by Elastic last year. EIS has an expanding catalogue of ready-to-use models on managed GPUs, with additional models expected to be added over time.<\/p>\n<p><b>Availability<\/b><\/p>\n<p>\nAll Elastic Cloud trials have access to the Elastic Inference Service. Try it now on <a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fcloud.elastic.co%2Fserverless-registration%3Fplcmt%3Dnav&amp;esheet=54412631&amp;newsitemid=20260202929140&amp;lan=en-US&amp;anchor=Elastic+Cloud+Serverless&amp;index=2&amp;md5=63589a55838c1a513631d78843ea93d5\">Elastic Cloud Serverless<\/a> and <a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fcloud.elastic.co%2Fregistration&amp;esheet=54412631&amp;newsitemid=20260202929140&amp;lan=en-US&amp;anchor=Elastic+Cloud+Hosted&amp;index=3&amp;md5=191a96fcbfdb7e3ba231204b34a07542\">Elastic Cloud Hosted<\/a>.<\/p>\n<p><b>Additional Resources<\/b><\/p>\n<ul class=\"bwlistdisc\">\n<li><b>Blog<\/b>: <a rel=\"nofollow\" href=\"https:\/\/cts.businesswire.com\/ct\/CT?id=smartlink&amp;url=https%3A%2F%2Fwww.elastic.co%2Fsearch-labs%2Fblog%2Fjina-rerankers-elastic-inference-service&amp;esheet=54412631&amp;newsitemid=20260202929140&amp;lan=en-US&amp;anchor=Jina+Rerankers+bring+fast%2C+multilingual+reranking+to+Elastic+Inference+Service+%28EIS%29&amp;index=4&amp;md5=30eb8395d3419fef2263f3eddfbfdcfe\">Jina Rerankers bring fast, multilingual reranking to Elastic Inference Service (EIS)<\/a><\/li>\n<\/ul>\n<p><b>About Elastic<\/b><\/p>\n<p>\nElastic (NYSE: ESTC), the Search AI Company, integrates its deep expertise in search technology with artificial intelligence to help everyone transform all of their data into answers, actions, and outcomes. Elastic&#8217;s Search AI Platform \u2014 the foundation for its search, observability, and security solutions \u2014 is used by thousands of companies, including more than 50% of the Fortune 500. Learn more at <b>elastic.co<\/b>.<\/p>\n<p><i>Elastic and associated marks are trademarks or registered trademarks of elasticsearch BV and its subsidiaries. All other company and product names may be trademarks of their respective owners.<\/i><\/p>\n<p><img decoding=\"async\" alt=\"\" src=\"https:\/\/cts.businesswire.com\/ct\/CT?id=bwnews&amp;sty=20260202929140r1&amp;sid=flmnd&amp;distro=nx&amp;lang=en\" style=\"width:0;height:0\" \/><span class=\"bwct31415\" \/><\/p>\n<p id=\"mmgallerylink\"><span id=\"mmgallerylink-phrase\">View source version on businesswire.com: <\/span><span id=\"mmgallerylink-link\"><a href=\"https:\/\/www.businesswire.com\/news\/home\/20260202929140\/en\/\" rel=\"nofollow\">https:\/\/www.businesswire.com\/news\/home\/20260202929140\/en\/<\/a><\/span><\/p>\n<p><b>Media Contact<br \/>\n<\/b><br \/>Elastic PR<br \/>\n<br \/><a rel=\"nofollow\" href=\"mailto:PR-team@elastic.co\">PR-team@elastic.co<\/a><\/p>\n<p><b>KEYWORDS:<\/b> California United States North America<\/p>\n<p><b>INDUSTRY KEYWORDS:<\/b> Technology Security Communications Software Networks Internet Search Engine Optimization Data Management Artificial Intelligence<\/p>\n<p><b>MEDIA:<\/b><\/p>\n<table cellpadding=\"3\" cellspacing=\"3\">\n<tr>\n<td><font face=\"Arial\" size=\"2\"><b>Logo<\/b><\/font><\/td>\n<\/tr>\n<tr>\n<td><img decoding=\"async\" src=\"https:\/\/mms.businesswire.com\/media\/20260202929140\/en\/712541\/3\/elastic-logo-V-full_color.jpg\" alt=\"Logo\" \/><\/td>\n<\/tr>\n<tr>\n<td><font face=\"Arial\" size=\"2\"><\/font><\/td>\n<\/tr>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>Elastic Adds High-Precision Multilingual Reranking to Elastic Inference Service with Jina Models Two new Jina reranker models deliver low-latency, production-ready relevance for hybrid search and RAG workloads SAN FRANCISCO&#8211;(BUSINESS WIRE)&#8211; Elastic (NYSE: ESTC), the Search AI Company, today made two Jina Rerankers available on Elastic Inference Service (EIS), a GPU-accelerated inference-as-a-service that makes it easy to run fast, high-quality inference without complex setup or hosting. These rerankers bring low-latency, high-precision multilingual reranking to the Elastic ecosystem. As generative AI prototypes move into production-ready search and RAG systems, users run into relevance and inference latency limits, particularly for multilingual use cases. Rerankers improve search quality by reordering results based on semantic relevance, helping surface the most accurate matches for a query. &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.marketnewsdesk.com\/index.php\/elastic-adds-high-precision-multilingual-reranking-to-elastic-inference-service-with-jina-models\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Elastic Adds High-Precision Multilingual Reranking to Elastic Inference Service with Jina Models&#8221;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-933761","post","type-post","status-publish","format-standard","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Elastic Adds High-Precision Multilingual Reranking to Elastic Inference Service with Jina Models - Market Newsdesk<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.marketnewsdesk.com\/index.php\/elastic-adds-high-precision-multilingual-reranking-to-elastic-inference-service-with-jina-models\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Elastic Adds High-Precision Multilingual Reranking to Elastic Inference Service with Jina Models - Market Newsdesk\" \/>\n<meta property=\"og:description\" content=\"Elastic Adds High-Precision Multilingual Reranking to Elastic Inference Service with Jina Models Two new Jina reranker models deliver low-latency, production-ready relevance for hybrid search and RAG workloads SAN FRANCISCO&#8211;(BUSINESS WIRE)&#8211; Elastic (NYSE: ESTC), the Search AI Company, today made two Jina Rerankers available on Elastic Inference Service (EIS), a GPU-accelerated inference-as-a-service that makes it easy to run fast, high-quality inference without complex setup or hosting. These rerankers bring low-latency, high-precision multilingual reranking to the Elastic ecosystem. As generative AI prototypes move into production-ready search and RAG systems, users run into relevance and inference latency limits, particularly for multilingual use cases. 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These rerankers bring low-latency, high-precision multilingual reranking to the Elastic ecosystem. As generative AI prototypes move into production-ready search and RAG systems, users run into relevance and inference latency limits, particularly for multilingual use cases. 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