{"id":55079,"date":"2024-06-28T14:31:22","date_gmt":"2024-06-28T18:31:22","guid":{"rendered":"https:\/\/sdtimes.com\/?p=55079"},"modified":"2024-06-28T14:31:22","modified_gmt":"2024-06-28T18:31:22","slug":"elastic-launches-low-code-interface-for-experimenting-with-rag-implementation","status":"publish","type":"post","link":"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/","title":{"rendered":"Elastic launches low-code interface for experimenting with RAG implementation"},"content":{"rendered":"

Elastic<\/a> has just released a new tool called Playground that will enable users to experiment with retrieval-augmented generation (RAG) more easily.<\/span><\/p>\n

RAG is a practice in which local data is added to an LLM, such as private company data or data that is more up-to-date than the LLMs training set. This allows it to give more accurate responses and reduces the occurrence of hallucinations.\u00a0\u00a0<\/span><\/p>\n

Playground offers a low-code interface for adding data to an LLM for RAG implementations. They can use any data stored in an Elasticsearch index for this.\u00a0<\/span><\/p>\n

It also allows developers to A\/B test LLMs from different model providers to see what suits their needs best.\u00a0<\/span><\/p>\n

The platform can utilize transformer models in Elasticsearch and also makes use of the Elasticsearch Open Inference API that integrates with inference providers, such as Cohere and Azure AI Studio.\u00a0<\/span><\/p>\n

“While prototyping conversational search, the ability to experiment with and rapidly iterate on key components of a RAG workflow is essential to get accurate and hallucination-free responses from LLMs,” said Matt Riley, global vice president and general manager of Search at Elastic. “Developers use the Elastic Search AI platform, which includes the Elasticsearch vector database, for comprehensive hybrid search capabilities and to tap into innovation from a growing list of LLM providers. Now, the playground experience brings these capabilities together via an intuitive user interface, removing the complexity from building and iterating on generative AI experiences, ultimately accelerating time to market for our customers.”<\/span><\/p>\n

\n

You may also like…<\/em><\/p>\n

RAG is the next exciting advancement for LLMs\u00a0<\/a><\/strong><\/p>\n

Forrester shares its top 10 emerging technology trends for 2024<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

Elastic has just released a new tool called Playground that will enable users to experiment with retrieval-augmented generation (RAG) more easily. RAG is a practice in which local data is added to an LLM, such as private company data or data that is more up-to-date than the LLMs training set. This allows it to give … continue reading<\/a><\/p>\n","protected":false},"author":752,"featured_media":55080,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"om_disable_all_campaigns":false,"cybocfi_hide_featured_image":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[1],"tags":[5375,7883,16325,16974],"coauthors":[11687],"acf":[],"yoast_head":"\nElastic launches low-code interface for experimenting with RAG implementation - SD Times<\/title>\n<meta name=\"description\" content=\"RAG is a practice in which local data is added to an LLM, such as private company data or data that is more up-to-date than the LLMs training set.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Elastic launches low-code interface for experimenting with RAG implementation - SD Times\" \/>\n<meta property=\"og:description\" content=\"RAG is a practice in which local data is added to an LLM, such as private company data or data that is more up-to-date than the LLMs training set.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/\" \/>\n<meta property=\"og:site_name\" content=\"SD Times\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/SDTimesD2\" \/>\n<meta property=\"article:published_time\" content=\"2024-06-28T18:31:22+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/sdtimes.com\/wp-content\/uploads\/2024\/06\/ca97102ee073949c51f3f2a631641f9d.png\" \/>\n\t<meta property=\"og:image:width\" content=\"614\" \/>\n\t<meta property=\"og:image:height\" content=\"359\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Jenna Barron\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@sdtimes\" \/>\n<meta name=\"twitter:site\" content=\"@sdtimes\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Jenna Barron\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/\"},\"author\":{\"name\":\"Jenna Barron\",\"@id\":\"https:\/\/sdtimes.com\/#\/schema\/person\/f2524e55ae19da07ea3613577da9f786\"},\"headline\":\"Elastic launches low-code interface for experimenting with RAG implementation\",\"datePublished\":\"2024-06-28T18:31:22+00:00\",\"dateModified\":\"2024-06-28T18:31:22+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/\"},\"wordCount\":273,\"publisher\":{\"@id\":\"https:\/\/sdtimes.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/sdtimes.com\/wp-content\/uploads\/2024\/06\/ca97102ee073949c51f3f2a631641f9d.png\",\"keywords\":[\"elastic\",\"Elasticsearch\",\"LLM\",\"RAG\"],\"articleSection\":[\"Latest News\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/\",\"url\":\"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/\",\"name\":\"Elastic launches low-code interface for experimenting with RAG implementation - SD Times\",\"isPartOf\":{\"@id\":\"https:\/\/sdtimes.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/sdtimes.com\/wp-content\/uploads\/2024\/06\/ca97102ee073949c51f3f2a631641f9d.png\",\"datePublished\":\"2024-06-28T18:31:22+00:00\",\"dateModified\":\"2024-06-28T18:31:22+00:00\",\"description\":\"RAG is a practice in which local data is added to an LLM, such as private company data or data that is more up-to-date than the LLMs training set.\",\"breadcrumb\":{\"@id\":\"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/#primaryimage\",\"url\":\"https:\/\/sdtimes.com\/wp-content\/uploads\/2024\/06\/ca97102ee073949c51f3f2a631641f9d.png\",\"contentUrl\":\"https:\/\/sdtimes.com\/wp-content\/uploads\/2024\/06\/ca97102ee073949c51f3f2a631641f9d.png\",\"width\":614,\"height\":359},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/sdtimes.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Elastic launches low-code interface for experimenting with RAG implementation\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/sdtimes.com\/#website\",\"url\":\"https:\/\/sdtimes.com\/\",\"name\":\"SD Times\",\"description\":\"Software Development News\",\"publisher\":{\"@id\":\"https:\/\/sdtimes.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/sdtimes.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/sdtimes.com\/#organization\",\"name\":\"SD Times\",\"url\":\"https:\/\/sdtimes.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/sdtimes.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/sdtimes.com\/wp-content\/uploads\/2014\/05\/deafaultlogo.png\",\"contentUrl\":\"https:\/\/sdtimes.com\/wp-content\/uploads\/2014\/05\/deafaultlogo.png\",\"width\":225,\"height\":90,\"caption\":\"SD Times\"},\"image\":{\"@id\":\"https:\/\/sdtimes.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/SDTimesD2\",\"https:\/\/x.com\/sdtimes\",\"https:\/\/www.linkedin.com\/company\/sdtimes\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/sdtimes.com\/#\/schema\/person\/f2524e55ae19da07ea3613577da9f786\",\"name\":\"Jenna Barron\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/sdtimes.com\/#\/schema\/person\/image\/b4be3423b187642936e62f121111345e\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/b128943929626cdcafccbac86bd306f9?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/b128943929626cdcafccbac86bd306f9?s=96&d=mm&r=g\",\"caption\":\"Jenna Barron\"},\"description\":\"Jenna Barron is News Editor of SD Times.\",\"url\":\"https:\/\/sdtimes.com\/author\/jennifer-sargent\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Elastic launches low-code interface for experimenting with RAG implementation - SD Times","description":"RAG is a practice in which local data is added to an LLM, such as private company data or data that is more up-to-date than the LLMs training set.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/","og_locale":"en_US","og_type":"article","og_title":"Elastic launches low-code interface for experimenting with RAG implementation - SD Times","og_description":"RAG is a practice in which local data is added to an LLM, such as private company data or data that is more up-to-date than the LLMs training set.","og_url":"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/","og_site_name":"SD Times","article_publisher":"https:\/\/www.facebook.com\/SDTimesD2","article_published_time":"2024-06-28T18:31:22+00:00","og_image":[{"width":614,"height":359,"url":"https:\/\/sdtimes.com\/wp-content\/uploads\/2024\/06\/ca97102ee073949c51f3f2a631641f9d.png","type":"image\/png"}],"author":"Jenna Barron","twitter_card":"summary_large_image","twitter_creator":"@sdtimes","twitter_site":"@sdtimes","twitter_misc":{"Written by":"Jenna Barron","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/#article","isPartOf":{"@id":"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/"},"author":{"name":"Jenna Barron","@id":"https:\/\/sdtimes.com\/#\/schema\/person\/f2524e55ae19da07ea3613577da9f786"},"headline":"Elastic launches low-code interface for experimenting with RAG implementation","datePublished":"2024-06-28T18:31:22+00:00","dateModified":"2024-06-28T18:31:22+00:00","mainEntityOfPage":{"@id":"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/"},"wordCount":273,"publisher":{"@id":"https:\/\/sdtimes.com\/#organization"},"image":{"@id":"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/#primaryimage"},"thumbnailUrl":"https:\/\/sdtimes.com\/wp-content\/uploads\/2024\/06\/ca97102ee073949c51f3f2a631641f9d.png","keywords":["elastic","Elasticsearch","LLM","RAG"],"articleSection":["Latest News"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/","url":"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/","name":"Elastic launches low-code interface for experimenting with RAG implementation - SD Times","isPartOf":{"@id":"https:\/\/sdtimes.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/#primaryimage"},"image":{"@id":"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/#primaryimage"},"thumbnailUrl":"https:\/\/sdtimes.com\/wp-content\/uploads\/2024\/06\/ca97102ee073949c51f3f2a631641f9d.png","datePublished":"2024-06-28T18:31:22+00:00","dateModified":"2024-06-28T18:31:22+00:00","description":"RAG is a practice in which local data is added to an LLM, such as private company data or data that is more up-to-date than the LLMs training set.","breadcrumb":{"@id":"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/#primaryimage","url":"https:\/\/sdtimes.com\/wp-content\/uploads\/2024\/06\/ca97102ee073949c51f3f2a631641f9d.png","contentUrl":"https:\/\/sdtimes.com\/wp-content\/uploads\/2024\/06\/ca97102ee073949c51f3f2a631641f9d.png","width":614,"height":359},{"@type":"BreadcrumbList","@id":"https:\/\/sdtimes.com\/ai\/elastic-launches-low-code-interface-for-experimenting-with-rag-implementation\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/sdtimes.com\/"},{"@type":"ListItem","position":2,"name":"Elastic launches low-code interface for experimenting with RAG implementation"}]},{"@type":"WebSite","@id":"https:\/\/sdtimes.com\/#website","url":"https:\/\/sdtimes.com\/","name":"SD Times","description":"Software Development News","publisher":{"@id":"https:\/\/sdtimes.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/sdtimes.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/sdtimes.com\/#organization","name":"SD Times","url":"https:\/\/sdtimes.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/sdtimes.com\/#\/schema\/logo\/image\/","url":"https:\/\/sdtimes.com\/wp-content\/uploads\/2014\/05\/deafaultlogo.png","contentUrl":"https:\/\/sdtimes.com\/wp-content\/uploads\/2014\/05\/deafaultlogo.png","width":225,"height":90,"caption":"SD Times"},"image":{"@id":"https:\/\/sdtimes.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/SDTimesD2","https:\/\/x.com\/sdtimes","https:\/\/www.linkedin.com\/company\/sdtimes\/"]},{"@type":"Person","@id":"https:\/\/sdtimes.com\/#\/schema\/person\/f2524e55ae19da07ea3613577da9f786","name":"Jenna Barron","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/sdtimes.com\/#\/schema\/person\/image\/b4be3423b187642936e62f121111345e","url":"https:\/\/secure.gravatar.com\/avatar\/b128943929626cdcafccbac86bd306f9?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b128943929626cdcafccbac86bd306f9?s=96&d=mm&r=g","caption":"Jenna Barron"},"description":"Jenna Barron is News Editor of SD Times.","url":"https:\/\/sdtimes.com\/author\/jennifer-sargent\/"}]}},"_links":{"self":[{"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/posts\/55079"}],"collection":[{"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/users\/752"}],"replies":[{"embeddable":true,"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/comments?post=55079"}],"version-history":[{"count":2,"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/posts\/55079\/revisions"}],"predecessor-version":[{"id":55082,"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/posts\/55079\/revisions\/55082"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/media\/55080"}],"wp:attachment":[{"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/media?parent=55079"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/categories?post=55079"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/tags?post=55079"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/sdtimes.com\/wp-json\/wp\/v2\/coauthors?post=55079"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}