{"id":272,"date":"2024-05-07T09:01:12","date_gmt":"2024-05-07T09:01:12","guid":{"rendered":"http:\/\/localhost:8888\/sawberries\/2024\/05\/07\/a-beginners-guide-to-evaluating-rag-pipelines-using-ragas\/"},"modified":"2024-05-07T09:01:12","modified_gmt":"2024-05-07T09:01:12","slug":"a-beginners-guide-to-evaluating-rag-pipelines-using-ragas","status":"publish","type":"post","link":"http:\/\/localhost:8888\/sawberries\/2024\/05\/07\/a-beginners-guide-to-evaluating-rag-pipelines-using-ragas\/","title":{"rendered":"A Beginner\u2019s Guide to Evaluating RAG Pipelines Using RAGAS"},"content":{"rendered":"<div>\n<p>Introduction In the ever-evolving landscape of machine learning and artificial intelligence, the development of language model applications, particularly Retrieval Augmented Generation (RAG) systems, is becoming increasingly sophisticated. However, the real challenge surfaces not during the initial creation but in the ongoing maintenance and enhancement of these applications. This is where RAGAS\u2014an evaluation library dedicated to [\u2026]<\/p>\n<p>The post <a href=\"https:\/\/www.analyticsvidhya.com\/blog\/2024\/05\/a-beginners-guide-to-evaluating-rag-pipelines-using-ragas\/\">A Beginner\u2019s Guide to Evaluating RAG Pipelines Using RAGAS<\/a> appeared first on <a href=\"https:\/\/www.analyticsvidhya.com\/\">Analytics Vidhya<\/a>.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Introduction In the ever-evolving landscape of machine learning and artificial intelligence, the development of language model applications, particularly Retrieval Augmented Generation (RAG) systems, is becoming increasingly sophisticated. However, the real challenge surfaces not during the initial creation but in the ongoing maintenance and enhancement of these applications. This is where RAGAS\u2014an evaluation library dedicated to [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[111,148,42,587,116,588,20,561,21,318,155,550,34,589,590,591,592,36],"tags":[],"_links":{"self":[{"href":"http:\/\/localhost:8888\/sawberries\/wp-json\/wp\/v2\/posts\/272"}],"collection":[{"href":"http:\/\/localhost:8888\/sawberries\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/localhost:8888\/sawberries\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/localhost:8888\/sawberries\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/localhost:8888\/sawberries\/wp-json\/wp\/v2\/comments?post=272"}],"version-history":[{"count":0,"href":"http:\/\/localhost:8888\/sawberries\/wp-json\/wp\/v2\/posts\/272\/revisions"}],"wp:attachment":[{"href":"http:\/\/localhost:8888\/sawberries\/wp-json\/wp\/v2\/media?parent=272"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/localhost:8888\/sawberries\/wp-json\/wp\/v2\/categories?post=272"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/localhost:8888\/sawberries\/wp-json\/wp\/v2\/tags?post=272"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}