{"id":93,"date":"2024-12-09T11:41:37","date_gmt":"2024-12-09T11:41:37","guid":{"rendered":"https:\/\/nexivis.ai\/?p=93"},"modified":"2025-01-18T19:12:25","modified_gmt":"2025-01-18T19:12:25","slug":"retrieval-augmented-generation-rag","status":"publish","type":"post","link":"https:\/\/nexivis.ai\/en\/blog\/wiki\/retrieval-augmented-generation-rag\/","title":{"rendered":"Retrieval Augmented Generation (RAG)"},"content":{"rendered":"

Retrieval Augmented Generation is a technique that combines generative AI models with external information sources. RAG systems can retrieve relevant information from a knowledge base and incorporate it into the generation of answers or content. This improves the accuracy and relevance of AI output, especially for tasks that require up-to-date or specialized knowledge.<\/p>\n\n\n\n

<\/p>","protected":false},"excerpt":{"rendered":"

Retrieval Augmented Generation is a technique that combines generative AI models with external information sources. RAG systems can retrieve relevant information from a knowledge base and incorporate it into the generation of answers or content. This improves the accuracy and relevance of AI output, especially for tasks that require up-to-date or specialized knowledge.<\/p>","protected":false},"author":1,"featured_media":82,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-93","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-wiki"],"yoast_head":"\nRetrieval Augmented Generation (RAG) - Nexivis<\/title>\n<meta name=\"description\" content=\"Retrieval Augmented Generation ist eine Technik, die generative KI-Modelle mit externen Informationsquellen kombiniert.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/nexivis.ai\/en\/blog\/wiki\/retrieval-augmented-generation-rag\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Retrieval Augmented Generation (RAG)\" \/>\n<meta property=\"og:description\" content=\"Retrieval Augmented Generation ist eine Technik, die generative KI-Modelle mit externen Informationsquellen kombiniert.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/nexivis.ai\/en\/blog\/wiki\/retrieval-augmented-generation-rag\/\" \/>\n<meta property=\"og:site_name\" content=\"Nexivis\" \/>\n<meta property=\"article:published_time\" content=\"2024-12-09T11:41:37+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-01-18T19:12:25+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/nexivis.ai\/wp-content\/uploads\/2024\/12\/vektor-halbton-abstrakt-C3BCbergang-gepunktete-rundschreiben.jpg_s1024x1024wisk20cGQe9dO2uWCNmVxwSedfflDI8eOW7sxoAhjEMwcOa18Y.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"682\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/nexivis.ai\/blog\/wiki\/retrieval-augmented-generation-rag\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/nexivis.ai\/blog\/wiki\/retrieval-augmented-generation-rag\/\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\/\/nexivis.ai\/#\/schema\/person\/f5d88018a19e0cbf6cc207f41dec658d\"},\"headline\":\"Retrieval Augmented Generation (RAG)\",\"datePublished\":\"2024-12-09T11:41:37+00:00\",\"dateModified\":\"2025-01-18T19:12:25+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/nexivis.ai\/blog\/wiki\/retrieval-augmented-generation-rag\/\"},\"wordCount\":53,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/nexivis.ai\/#organization\"},\"image\":{\"@id\":\"https:\/\/nexivis.ai\/blog\/wiki\/retrieval-augmented-generation-rag\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/nexivis.ai\/wp-content\/uploads\/2024\/12\/vektor-halbton-abstrakt-C3BCbergang-gepunktete-rundschreiben.jpg_s1024x1024wisk20cGQe9dO2uWCNmVxwSedfflDI8eOW7sxoAhjEMwcOa18Y.jpg\",\"articleSection\":[\"Wiki\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/nexivis.ai\/blog\/wiki\/retrieval-augmented-generation-rag\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/nexivis.ai\/blog\/wiki\/retrieval-augmented-generation-rag\/\",\"url\":\"https:\/\/nexivis.ai\/blog\/wiki\/retrieval-augmented-generation-rag\/\",\"name\":\"Retrieval Augmented Generation (RAG) - 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