{"id":29,"date":"2024-03-05T20:26:12","date_gmt":"2024-03-05T20:26:12","guid":{"rendered":"https:\/\/virtustate.com\/?p=29"},"modified":"2024-03-05T22:31:32","modified_gmt":"2024-03-05T22:31:32","slug":"dspy-programming-not-prompting","status":"publish","type":"post","link":"https:\/\/virtustate.com\/?p=29","title":{"rendered":"DSPy:\u00a0Programming\u2014not prompting"},"content":{"rendered":"\n<p>The DSPy framework solves the fragility problem in LLM-based applications by replacing prompting with programming and compiling. Here&#8217;s the <a href=\"https:\/\/github.com\/stanfordnlp\/dspy\" target=\"_blank\" rel=\"noopener\" title=\"GitHub repository\">GitHub repository<\/a> and a great <a href=\"https:\/\/towardsdatascience.com\/intro-to-dspy-goodbye-prompting-hello-programming-4ca1c6ce3eb9\" target=\"_blank\" rel=\"noopener nofollow\" title=\"TowardDataScience article on DSPy\">TowardDataScience article on DSPy<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The DSPy framework solves the fragility problem in LLM-based applications by replacing prompting with programming and compiling. Here&#8217;s the GitHub repository and a great TowardDataScience article on DSPy.<\/p>\n","protected":false},"author":1,"featured_media":30,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-29","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/virtustate.com\/index.php?rest_route=\/wp\/v2\/posts\/29","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/virtustate.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/virtustate.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/virtustate.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/virtustate.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=29"}],"version-history":[{"count":2,"href":"https:\/\/virtustate.com\/index.php?rest_route=\/wp\/v2\/posts\/29\/revisions"}],"predecessor-version":[{"id":37,"href":"https:\/\/virtustate.com\/index.php?rest_route=\/wp\/v2\/posts\/29\/revisions\/37"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/virtustate.com\/index.php?rest_route=\/wp\/v2\/media\/30"}],"wp:attachment":[{"href":"https:\/\/virtustate.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=29"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/virtustate.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=29"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/virtustate.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=29"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}