{"id":9879,"date":"2026-01-21T07:03:05","date_gmt":"2026-01-21T07:03:05","guid":{"rendered":"https:\/\/mailitics.com\/index.php\/2026\/01\/21\/you-probably-dont-need-a-vector-database-for-your-rag-yet\/"},"modified":"2026-01-21T07:03:05","modified_gmt":"2026-01-21T07:03:05","slug":"you-probably-dont-need-a-vector-database-for-your-rag-yet","status":"publish","type":"post","link":"https:\/\/mailitics.com\/index.php\/2026\/01\/21\/you-probably-dont-need-a-vector-database-for-your-rag-yet\/","title":{"rendered":"You Probably Don\u2019t  Need a Vector Database for Your\u00a0RAG \u2014 Yet"},"content":{"rendered":"<p>    You Probably Don\u2019t  Need a Vector Database for Your\u00a0RAG \u2014 Yet<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>Numpy or SciKit-Learn might meet all your retrieval needs<\/p>\n<p>The post <a href=\"https:\/\/towardsdatascience.com\/you-probably-dont-need-a-vector-database-for-your-rag-yet\/\">You Probably Don\u2019t  Need a Vector Database for Your\u00a0RAG \u2014 Yet<\/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    Thomas Reid<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/towardsdatascience.com\/you-probably-dont-need-a-vector-database-for-your-rag-yet\/\">Go to original source<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>You Probably Don\u2019t Need a Vector Database for Your\u00a0RAG \u2014 Yet Numpy or SciKit-Learn might meet all your retrieval needs The post You Probably Don\u2019t Need a Vector Database for Your\u00a0RAG \u2014 Yet appeared first on Towards Data Science. Thomas Reid 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":[62,69,67,71,157,2260,4443],"tags":[1910,3344,163],"class_list":["post-9879","post","type-post","status-publish","format-standard","hentry","category-aimldsaimlds","category-artificial-intelligence","category-deep-dives","category-large-language-models","category-python","category-rag","category-vector-database","tag-don","tag-probably","tag-your"],"_links":{"self":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/9879"}],"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=9879"}],"version-history":[{"count":0,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/9879\/revisions"}],"wp:attachment":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/media?parent=9879"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/categories?post=9879"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/tags?post=9879"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}