{"id":6943,"date":"2025-09-18T07:02:23","date_gmt":"2025-09-18T07:02:23","guid":{"rendered":"https:\/\/mailitics.com\/index.php\/2025\/09\/18\/rag-explained-understanding-embeddings-similarity-and-retrieval\/"},"modified":"2025-09-18T07:02:23","modified_gmt":"2025-09-18T07:02:23","slug":"rag-explained-understanding-embeddings-similarity-and-retrieval","status":"publish","type":"post","link":"https:\/\/mailitics.com\/index.php\/2025\/09\/18\/rag-explained-understanding-embeddings-similarity-and-retrieval\/","title":{"rendered":"RAG Explained: Understanding Embeddings, Similarity, and Retrieval"},"content":{"rendered":"<p>    RAG Explained: Understanding Embeddings, Similarity, and Retrieval<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n    <!-- no image --><br \/>\n \t<BR><br \/>\n<BR><\/BR><\/p>\n<div>\n<p>Let&#8217;s take a closer look at how the retrieval mechanism works<\/p>\n<p>The post <a href=\"https:\/\/towardsdatascience.com\/rag-explained-understanding-embeddings-similarity-and-retrieval\/\">RAG Explained: Understanding Embeddings, Similarity, and Retrieval<\/a> appeared first on <a href=\"https:\/\/towardsdatascience.com\/\">Towards Data Science<\/a>.<\/p>\n<\/div>\n<p> \t<BR><br \/>\n <BR><\/BR><br \/>\n    Maria Mouschoutzi<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/towardsdatascience.com\/rag-explained-understanding-embeddings-similarity-and-retrieval\/\">Go to original source<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>RAG Explained: Understanding Embeddings, Similarity, and Retrieval Let&#8217;s take a closer look at how the retrieval mechanism works The post RAG Explained: Understanding Embeddings, Similarity, and Retrieval appeared first on Towards Data Science. Maria Mouschoutzi Go to original source<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[62,69,240,87,157,2260,152],"tags":[1319,362,652],"class_list":["post-6943","post","type-post","status-publish","format-standard","hentry","category-aimldsaimlds","category-artificial-intelligence","category-editors-pick","category-llm","category-python","category-rag","category-retrieval","tag-explained","tag-rag","tag-retrieval"],"_links":{"self":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/6943"}],"collection":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/comments?post=6943"}],"version-history":[{"count":0,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/6943\/revisions"}],"wp:attachment":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/media?parent=6943"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/categories?post=6943"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/tags?post=6943"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}