{"id":14368,"date":"2024-10-02T07:55:07","date_gmt":"2024-10-02T07:55:07","guid":{"rendered":"https:\/\/dailyai.com\/?p=14368"},"modified":"2024-10-02T07:55:07","modified_gmt":"2024-10-02T07:55:07","slug":"openai-unveils-realtime-api-and-other-features-for-developers","status":"publish","type":"post","link":"https:\/\/dailyai.com\/de\/2024\/10\/openai-unveils-realtime-api-and-other-features-for-developers\/","title":{"rendered":"OpenAI stellt Realtime API und andere Funktionen f\u00fcr Entwickler vor"},"content":{"rendered":"<p><strong>OpenAI hat auf dem Dev Day zwar keine neuen Modelle vorgestellt, aber neue API-Funktionen werden Entwickler begeistern, die ihre Modelle f\u00fcr die Entwicklung leistungsstarker Anwendungen nutzen wollen.<\/strong><\/p>\n<p>OpenAI hat ein paar harte Wochen hinter sich, in denen sich seine CTO Mira Murati und andere f\u00fchrende Forscher der immer l\u00e4nger werdenden Liste ehemaliger Mitarbeiter angeschlossen haben. Das Unternehmen steht unter zunehmendem Druck durch andere Flaggschiff-Modelle, einschlie\u00dflich Open-Source-Modelle, die Entwicklern billigere und sehr leistungsf\u00e4hige Optionen bieten.<\/p>\n<p>Die neuen Funktionen, die OpenAI vorstellte, waren die Echtzeit-API (in der Betaversion), die Feinabstimmung der Vision und effizienzsteigernde Tools wie Prompt-Caching und Modelldestillation.<\/p>\n<h2>Echtzeit-API<\/h2>\n<p>Die Echtzeit-API ist die aufregendste neue Funktion, wenn auch noch im Beta-Stadium. Sie erm\u00f6glicht es Entwicklern, Spracherlebnisse mit niedriger Latenz in ihren Anwendungen zu erstellen, ohne separate Modelle f\u00fcr die Spracherkennung und die Text-zu-Sprache-Umwandlung zu verwenden.<\/p>\n<p>Mit dieser API k\u00f6nnen Entwickler nun Apps erstellen, die Echtzeitgespr\u00e4che mit KI erm\u00f6glichen, wie z. B. Sprachassistenten oder Sprachlerntools, und zwar \u00fcber einen einzigen API-Aufruf. Es ist nicht ganz das nahtlose Erlebnis, das der Advanced Voice Mode von GPT-4o bietet, aber es ist nah dran.<\/p>\n<p>Mit etwa $0,06 pro Minute Audioeingang und $0,24 pro Minute Audioausgang ist es allerdings nicht billig.<\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Das neue Realtime API von <span class=\"noTranslate\" data-no-translation=\"\">OpenAI<\/span> ist unglaublich...<\/p>\n<p>Sehen Sie zu, wie er 400 Erdbeeren bestellt, indem er tats\u00e4chlich mit twillio im Laden anruft. Alles mit Stimme. \ud83c\udf53\ud83c\udfa4 <a href=\"https:\/\/t.co\/J2BBoL9yFv\">pic.twitter.com\/J2BBoL9yFv<\/a><\/p>\n<p>- Ty (@FieroTy) <a href=\"https:\/\/twitter.com\/FieroTy\/status\/1841173701011923068?ref_src=twsrc%5Etfw\">1. Oktober 2024<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<h2>Feinabstimmung der Vision<\/h2>\n<p>Die Feinabstimmung der Bildverarbeitung innerhalb der API erm\u00f6glicht es Entwicklern, die F\u00e4higkeit ihrer Modelle zu verbessern, Bilder zu verstehen und mit ihnen zu interagieren. Durch die Feinabstimmung von GPT-4o mit Bildern k\u00f6nnen Entwickler Anwendungen erstellen, die sich durch Aufgaben wie visuelle Suche oder Objekterkennung auszeichnen.<\/p>\n<p>Diese Funktion wird bereits von Unternehmen wie Grab genutzt, das die Genauigkeit seines Kartendienstes durch eine Feinabstimmung des Modells zur Erkennung von Verkehrsschildern aus Bildern auf Stra\u00dfenebene verbessert hat.<\/p>\n<p>OpenAI gab auch ein Beispiel daf\u00fcr, wie GPT-4o zus\u00e4tzliche Inhalte f\u00fcr eine Website generieren kann, nachdem es stilistisch auf die bestehenden Inhalte der Website abgestimmt wurde.<\/p>\n<h2>Prompt-Caching<\/h2>\n<p>Um die Kosteneffizienz zu verbessern, hat OpenAI das Prompt-Caching eingef\u00fchrt, ein Tool, das die Kosten und die Latenz von h\u00e4ufig verwendeten API-Aufrufen reduziert. Durch die Wiederverwendung k\u00fcrzlich verarbeiteter Eingaben k\u00f6nnen Entwickler die Kosten um 50% senken und die Antwortzeiten verk\u00fcrzen. Diese Funktion ist besonders n\u00fctzlich f\u00fcr Anwendungen, die lange Konversationen oder wiederholten Kontext erfordern, wie Chatbots und Kundendienst-Tools.<\/p>\n<p>Die Verwendung von zwischengespeicherten Eingaben k\u00f6nnte bis zu 50% an Kosten f\u00fcr Eingabe-Token einsparen.<\/p>\n<figure id=\"attachment_14371\" aria-describedby=\"caption-attachment-14371\" style=\"width: 1482px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-14371 size-full\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/10\/Prompt-caching-cost-comparison.png\" alt=\"\" width=\"1482\" height=\"912\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/10\/Prompt-caching-cost-comparison.png 1482w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/10\/Prompt-caching-cost-comparison-300x185.png 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/10\/Prompt-caching-cost-comparison-1024x630.png 1024w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/10\/Prompt-caching-cost-comparison-768x473.png 768w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/10\/Prompt-caching-cost-comparison-18x12.png 18w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/10\/Prompt-caching-cost-comparison-60x37.png 60w\" sizes=\"auto, (max-width: 1482px) 100vw, 1482px\" \/><figcaption id=\"caption-attachment-14371\" class=\"wp-caption-text\">Preisvergleich zwischen zwischengespeicherten und nicht zwischengespeicherten Eingabe-Tokens f\u00fcr die API von OpenAI. Quelle: OpenAI<\/figcaption><\/figure>\n<h2>Modell Destillation<\/h2>\n<p>Die Modelldestillation erm\u00f6glicht Entwicklern die Feinabstimmung kleinerer, kosteng\u00fcnstigerer Modelle unter Verwendung der Ergebnisse gr\u00f6\u00dferer, leistungsf\u00e4higerer Modelle. Dies ist ein entscheidender Fortschritt, denn bisher waren f\u00fcr die Destillation mehrere voneinander getrennte Schritte und Tools erforderlich, was den Prozess zeitaufw\u00e4ndig und fehleranf\u00e4llig machte.<\/p>\n<p>Vor der integrierten Funktion Model Distillation von OpenAI mussten die Entwickler verschiedene Teile des Prozesses manuell orchestrieren, wie z. B. die Generierung von Daten aus gr\u00f6\u00dferen Modellen, die Vorbereitung von Feinabstimmungsdatens\u00e4tzen und die Leistungsmessung mit verschiedenen Tools.<\/p>\n<p>Entwickler k\u00f6nnen nun automatisch Ausgabepaare von gr\u00f6\u00dferen Modellen wie GPT-4o speichern und diese Paare zur Feinabstimmung kleinerer Modelle wie GPT-4o-mini verwenden. Der gesamte Prozess der Erstellung von Datens\u00e4tzen, der Feinabstimmung und der Bewertung kann auf strukturiertere, automatisierte und effizientere Weise durchgef\u00fchrt werden.<\/p>\n<p>Der gestraffte Entwicklerprozess, die geringere Latenzzeit und die reduzierten Kosten machen das GPT-4o-Modell von OpenAI zu einer attraktiven Perspektive f\u00fcr Entwickler, die schnell leistungsstarke Anwendungen bereitstellen m\u00f6chten. Es wird interessant sein zu sehen, welche Anwendungen die multimodalen Funktionen m\u00f6glich machen.<\/p>","protected":false},"excerpt":{"rendered":"<p>OpenAI hat auf seiner Dev Day-Veranstaltung zwar keine neuen Modelle vorgestellt, aber neue API-Funktionen werden Entwickler begeistern, die ihre Modelle f\u00fcr die Entwicklung leistungsstarker Anwendungen nutzen wollen. OpenAI hat ein paar harte Wochen hinter sich, in denen sich seine CTO Mira Murati und andere leitende Forscher der immer l\u00e4nger werdenden Liste ehemaliger Mitarbeiter angeschlossen haben. Das Unternehmen steht unter zunehmendem Druck anderer Flaggschiff-Modelle, darunter auch Open-Source-Modelle, die Entwicklern billigere und hochleistungsf\u00e4hige Optionen bieten. Die neuen Funktionen, die OpenAI vorstellte, waren die Realtime API (in der Betaversion), die Feinabstimmung der Vision und effizienzsteigernde Tools wie Prompt Caching und Model Distillation. Realtime API Die Realtime API ist<\/p>","protected":false},"author":6,"featured_media":14372,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[93],"class_list":["post-14368","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-openai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>OpenAI unveils Realtime API and other features for developers | DailyAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/de\/2024\/10\/openai-unveils-realtime-api-and-other-features-for-developers\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"OpenAI unveils Realtime API and other features for developers | DailyAI\" \/>\n<meta property=\"og:description\" content=\"OpenAI didn\u2019t release any new models at its Dev Day event but new API features will excite developers who want to use their models to build powerful apps. 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