{"id":181993,"date":"2023-07-29T21:17:39","date_gmt":"2023-07-29T20:17:39","guid":{"rendered":"https:\/\/datascientest.com\/de\/?p=181993"},"modified":"2023-10-30T13:59:48","modified_gmt":"2023-10-30T12:59:48","slug":"langchain-stellt-langsmith-vor-eine-all-in-one-plattform-fuer-llms","status":"publish","type":"post","link":"https:\/\/datascientest.com\/de\/langchain-stellt-langsmith-vor-eine-all-in-one-plattform-fuer-llms","title":{"rendered":"Langchain stellt LangSmith vor, eine All-in-One-Plattform f\u00fcr LLMs"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"181993\" class=\"elementor elementor-181993\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-200c491a e-flex e-con-boxed e-con\" data-id=\"200c491a\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-62687296 elementor-widget elementor-widget-heading\" data-id=\"62687296\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h3 class=\"elementor-heading-title elementor-size-default\">LangChain k\u00fcndigt LangSmith an, eine einheitliche Plattform zum Debuggen, Testen, Bewerten und Kontrollieren seiner LLM-Systeme. Diese Plattform wird es Entwicklern erm\u00f6glichen, ihre eigenen LLMs zu produzieren.<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-27ce1b7f e-flex e-con-boxed e-con\" data-id=\"27ce1b7f\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-359c01de elementor-widget elementor-widget-heading\" data-id=\"359c01de\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Eine einheitliche Plattform?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7af49d6b elementor-widget elementor-widget-text-editor\" data-id=\"7af49d6b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>Laut einer Feststellung von <strong>LangChain <\/strong>ist das derzeitige Problem bei der Entwicklung von k\u00fcnstlicher Intelligenz die mangelnde Leistungsf\u00e4higkeit der Modelle. In 30 % der F\u00e4lle reichen die Anwendungen nur f\u00fcr eine Twitter-Demo und nicht mehr. Das Ziel von LangChain und seiner Plattform ist es, Entwicklern dabei zu helfen, die Leistung von <strong>LLMs richtig aufzubauen<\/strong> und zu nutzen.<\/p><p>LangSmith unterst\u00fctzt Entwickler auf f\u00fcnf verschiedene Arten w\u00e4hrend der Erstellung ihres Produkts.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f81c0c6 elementor-widget elementor-widget-image\" data-id=\"2f81c0c6\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/datascientest.com\/de\/files\/2023\/07\/Design-sans-titre-12-1024x576.jpg\" class=\"attachment-large size-large wp-image-181997\" alt=\"\" srcset=\"https:\/\/datascientest.com\/de\/files\/2023\/07\/Design-sans-titre-12-1024x576.jpg 1024w, https:\/\/datascientest.com\/de\/files\/2023\/07\/Design-sans-titre-12-300x169.jpg 300w, https:\/\/datascientest.com\/de\/files\/2023\/07\/Design-sans-titre-12-768x432.jpg 768w, https:\/\/datascientest.com\/de\/files\/2023\/07\/Design-sans-titre-12-1536x864.jpg 1536w, https:\/\/datascientest.com\/de\/files\/2023\/07\/Design-sans-titre-12.jpg 1920w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-13e7ed11 e-flex e-con-boxed e-con\" data-id=\"13e7ed11\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9befdf1 elementor-widget elementor-widget-heading\" data-id=\"9befdf1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Debugging<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-755d0ef5 elementor-widget elementor-widget-text-editor\" data-id=\"755d0ef5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Die Plattform bietet Einblick in den <a href=\"https:\/\/datascientest.com\/de\/meta-enthuellt-llama-2-aber-diesmal-als-open-source-warum-ist-das-wichtig\">Denkprozess der LLM<\/a> von der Eingabe der Eingabeaufforderung bis zur Ausgabe des Ergebnisses. Auf diese Weise k\u00f6nnen die Nutzer mit verschiedenen Arten von Aufforderungen experimentieren und Fehler oder die Ursache f\u00fcr unerwartete Ergebnisse erkennen.<\/p><p>Die Plattform unterst\u00fctzt derzeit die Modelle von <a href=\"https:\/\/datascientest.com\/de\/openai-foundry-fuer-naechsten-ki-modelle\">OpenAI<\/a> und Anthropic, weitere Unterst\u00fctzungen sind geplant.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5f77ad76 e-flex e-con-boxed e-con\" data-id=\"5f77ad76\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7637e1e7 elementor-widget elementor-widget-heading\" data-id=\"7637e1e7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Test<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32955295 elementor-widget elementor-widget-text-editor\" data-id=\"32955295\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Langsmith erstellt Datens\u00e4tze aus anderen manuell erstellten Datens\u00e4tzen. So k\u00f6nnen Entwickler Invites auf diesen Sets testen, ohne das Risiko einzugehen, die Originale zu besch\u00e4digen.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-60efaeda e-flex e-con-boxed e-con\" data-id=\"60efaeda\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2cb14ea7 elementor-widget elementor-widget-heading\" data-id=\"2cb14ea7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u00c9valuation<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70238e70 elementor-widget elementor-widget-text-editor\" data-id=\"70238e70\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>LangSmith l\u00e4sst sich in<a href=\"https:\/\/datascientest.com\/de\/open-source-definition\"> Open-Source-Bewertungsmodule<\/a> integrieren. Die Bewertungsmodule k\u00f6nnen zwei verschiedene Tests durchf\u00fchren: heuristische Bewertung und LLM.<\/p><p>Heuristische Bewertungen verwenden menschliche Logik und Ausdr\u00fccke, um die Antworten des Modells zu analysieren. Die LLM-Bewertung nutzt eine andere LLM, um die Leistung des Modells zu bewerten.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-17f943b7 e-flex e-con-boxed e-con\" data-id=\"17f943b7\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-25990e2c elementor-widget elementor-widget-heading\" data-id=\"25990e2c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Kontrolle<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-58d3ac94 elementor-widget elementor-widget-text-editor\" data-id=\"58d3ac94\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Dieser Schritt gibt den<strong> Entwicklungsteams<\/strong> die M\u00f6glichkeit, die Leistung ihres Modells zu verfolgen, um es nach M\u00f6glichkeit zu optimieren. Die Leistung kann sich in den vorhandenen Latenzen und den Kosten f\u00fcr die Nutzung des Modells widerspiegeln.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2f6d5837 e-flex e-con-boxed e-con\" data-id=\"2f6d5837\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-262a3ede elementor-widget elementor-widget-heading\" data-id=\"262a3ede\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Eine All-in-One-Plattform <\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17df0260 elementor-widget elementor-widget-text-editor\" data-id=\"17df0260\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Der Hauptvorteil der LangSmith-Plattform ist der vereinheitlichte Werkzeugkatalog auf einer einzigen Benutzeroberfl\u00e4che. LangChain m\u00f6chte, dass die Zeit der vielen Tools und der verschiedenen Schnittstellen vorbei ist.<\/p><p>Derzeit befindet sich die Plattform in der geschlossenen Beta-Phase. Man kann auf LangChain zugreifen, indem man sich in die Warteliste eintr\u00e4gt.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d183d9a elementor-widget elementor-widget-image\" data-id=\"7d183d9a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"534\" src=\"https:\/\/datascientest.com\/de\/files\/2023\/07\/happy-female-entrepreneurs-reading-email-computer-while-working-together-office-focus-is-redhead-woman-1024x683.jpg\" class=\"attachment-large size-large wp-image-181998\" alt=\"\" srcset=\"https:\/\/datascientest.com\/de\/files\/2023\/07\/happy-female-entrepreneurs-reading-email-computer-while-working-together-office-focus-is-redhead-woman-1024x683.jpg 1024w, https:\/\/datascientest.com\/de\/files\/2023\/07\/happy-female-entrepreneurs-reading-email-computer-while-working-together-office-focus-is-redhead-woman-300x200.jpg 300w, https:\/\/datascientest.com\/de\/files\/2023\/07\/happy-female-entrepreneurs-reading-email-computer-while-working-together-office-focus-is-redhead-woman-768x512.jpg 768w, https:\/\/datascientest.com\/de\/files\/2023\/07\/happy-female-entrepreneurs-reading-email-computer-while-working-together-office-focus-is-redhead-woman.jpg 1500w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a25351b elementor-widget elementor-widget-text-editor\" data-id=\"7a25351b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>W\u00e4hrend k\u00fcnstliche Intelligenz die Gesch\u00e4ftswelt ver\u00e4ndert, gewinnen auch die Automatisierung von Prozessen und die Zentralisierung von L\u00f6sungen an Popularit\u00e4t. Ob es nun darum geht, die Betriebskosten zu senken oder die Produktion zu optimieren, diese Bed\u00fcrfnisse werden in Unternehmen lebenswichtig, um wettbewerbsf\u00e4hig zu bleiben. Wenn dir dieser Artikel gefallen hat und du eine Karriere in der Data Science in Betracht ziehst, dann schau dir unsere Artikel oder unsere Ausbildungsangebote auf DataScientest an.<\/p><p>Quelle:<a href=\"http:\/\/www.langchain.com\"> langchain.com<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>LangChain k\u00fcndigt LangSmith an, eine einheitliche Plattform zum Debuggen, Testen, Bewerten und Kontrollieren seiner LLM-Systeme. Diese Plattform wird es Entwicklern erm\u00f6glichen, ihre eigenen LLMs zu produzieren. Eine einheitliche Plattform? Laut einer Feststellung von LangChain ist das derzeitige Problem bei der Entwicklung von k\u00fcnstlicher Intelligenz die mangelnde Leistungsf\u00e4higkeit der Modelle. In 30 % der F\u00e4lle reichen [&hellip;]<\/p>\n","protected":false},"author":67,"featured_media":181996,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2427],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Langchain stellt LangSmith vor, eine All-in-One-Plattform f\u00fcr LLMs<\/title>\n<meta name=\"description\" content=\"Langchain pr\u00e4sentiert stolz &quot;LangSmith&quot;, eine All-in-One-Plattform f\u00fcr lebenslanges Lernen, das in einer bestimmten...\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/de\/langchain-stellt-langsmith-vor-eine-all-in-one-plattform-fuer-llms\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Langchain stellt LangSmith vor, eine All-in-One-Plattform f\u00fcr LLMs\" \/>\n<meta property=\"og:description\" content=\"LangChain k\u00fcndigt LangSmith an, eine einheitliche Plattform zum Debuggen, Testen, Bewerten und Kontrollieren seiner LLM-Systeme. Diese Plattform wird es\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/de\/langchain-stellt-langsmith-vor-eine-all-in-one-plattform-fuer-llms\" \/>\n<meta property=\"og:site_name\" content=\"Weiterbildung Data Science | DataScientest.com\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DataScientestEN\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-29T20:17:39+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-10-30T12:59:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/de\/wp-content\/blogs.dir\/8\/files\/2023\/07\/langsmith.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"768\" \/>\n\t<meta property=\"og:image:height\" content=\"432\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Melanie\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" 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