{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-07-27T19:40:52.553Z","headline":"NVIDIA 推出面向对象智能体框架 NOOA：将智能体定义为 Python 对象","description":"NVIDIA 发布模型无关的 Python 框架 NOOA，将智能体定义为 Python 对象：方法即动作，字段即状态，文档字符串即提示词。方法体为\"…\"的代码由 LLM 驱动循环在运行时完成，其余方法保持确定性 Python 执行。该框架在 SWE-bench Verified、Terminal-Bench 2.0 和 ARC-AGI-3 等基准上验证了有效性。","url":"https://www.aioga.com/news/cmrycf0kz000droxskdy0uq10/","mainEntityOfPage":"https://www.aioga.com/news/cmrycf0kz000droxskdy0uq10/","datePublished":"2026-07-22T00:00:00.000Z","dateModified":"2026-07-22T00:00:00.000Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://arxiv.org/abs/2607.20709","https://aihot.virxact.com/items/cmrycf0kz000droxskdy0uq10"],"canonicalUrl":"https://www.aioga.com/news/cmrycf0kz000droxskdy0uq10/","directAnswer":{"@type":"Answer","text":"Aioga 编辑摘要：NVIDIA 发布模型无关的 Python 框架 NOOA，将智能体定义为 Python 对象：方法即动作，字段即状态，文档字符串即提示词。 Aioga 将其归入「论文研究」方向，重点关注它对真实使用和行业竞争的影响。","url":"https://www.aioga.com/news/cmrycf0kz000droxskdy0uq10/","dateCreated":"2026-07-22T00:00:00.000Z","author":{"@type":"Organization","@id":"https://www.aioga.com/authors/aioga-editorial/#editorial-team","name":"Aioga Editorial Team","url":"https://www.aioga.com/authors/aioga-editorial/"}},"evidence":[{"@type":"CreativeWork","name":"arXiv source article","url":"https://arxiv.org/abs/2607.20709","datePublished":"2026-07-22T00:00:00.000Z","provider":{"@type":"Organization","name":"arXiv","url":"https://arxiv.org/abs/2607.20709"}},{"@type":"CreativeWork","name":"AIHot archive record","url":"https://aihot.virxact.com/items/cmrycf0kz000droxskdy0uq10","datePublished":"2026-07-22T00:00:00.000Z","provider":{"@type":"Organization","name":"AIHot","url":"https://aihot.virxact.com/items/cmrycf0kz000droxskdy0uq10"}}],"aggregationSource":"HuggingFace Daily Papers（社区热门论文）","originalPublisher":{"name":"arXiv","url":"https://arxiv.org/abs/2607.20709"},"article":{"id":"cmrycf0kz000droxskdy0uq10","slug":"cmrycf0kz000droxskdy0uq10","url":"https://www.aioga.com/news/cmrycf0kz000droxskdy0uq10/","title":"NVIDIA 推出面向对象智能体框架 NOOA：将智能体定义为 Python 对象","title_en":"NVIDIA-labs OO Agents： Native Python Object-Oriented Agents","summary":"NVIDIA 发布模型无关的 Python 框架 NOOA，将智能体定义为 Python 对象：方法即动作，字段即状态，文档字符串即提示词。方法体为\"…\"的代码由 LLM 驱动循环在运行时完成，其余方法保持确定性 Python 执行。该框架在 SWE-bench Verified、Terminal-Bench 2.0 和 ARC-AGI-3 等基准上验证了有效性。","source":"HuggingFace Daily Papers（社区热门论文）","sourceUrl":"https://arxiv.org/abs/2607.20709","aiHotUrl":"https://aihot.virxact.com/items/cmrycf0kz000droxskdy0uq10","publishedAt":"2026-07-22T00:00:00.000Z","category":"论文研究","score":61,"selected":false,"articleBody":["NVIDIA 发布模型无关的 Python 框架 NOOA，将智能体定义为 Python 对象：方法即动作，字段即状态，文档字符串即提示词。","方法体为\"…\"的代码由 LLM 驱动循环在运行时完成，其余方法保持确定性 Python 执行。","该框架在 SWE-bench Verified、Terminal-Bench 2.0 和 ARC-AGI-3 等基准上验证了有效性。"],"articleImages":[],"mediaStatus":"none","articleBodyZh":[],"translationStatus":"","bodyOrigin":"summary-fallback","editorial":{"summary":"Aioga 编辑摘要：NVIDIA 发布模型无关的 Python 框架 NOOA，将智能体定义为 Python 对象：方法即动作，字段即状态，文档字符串即提示词。 Aioga 将其归入「论文研究」方向，重点关注它对真实使用和行业竞争的影响。","background":"背景分析：模型与研究类动态需要结合能力边界、开放方式、成本、可用性和真实任务表现判断，单项指标领先不等于已经形成稳定采用。","viewpoint":"Aioga 判断：这条动态更适合作为行业观察信号，当前信息足以建立线索，但不足以推导长期结论。","implications":"影响分析：对相关团队而言，短期应先核对来源、可用范围和实际成本，再判断是否值得接入或跟进。","nextStep":"后续观察：继续观察官方文档、实际可用性、价格变化、开发者反馈和竞品回应。","evidenceRefs":["title","summary","articleBody"],"confidence":"medium","status":"published","aiGenerated":false,"autoApproved":true,"generatedBy":"rule-safe-fallback","generatedAt":"2026-07-27T19:49:15.039Z","sourceHash":"6b3d1d7b7edeb7f3","validation":{"passed":true,"mode":"rule-safe-fallback","checks":["schema","length","source-attribution","no-html"]}},"tags":["论文研究","HuggingFace Daily Papers（社区热门论文）"],"translations":{"zh-CN":{"title":"NVIDIA 推出面向对象智能体框架 NOOA：将智能体定义为 Python 对象","summary":"NVIDIA 发布模型无关的 Python 框架 NOOA，将智能体定义为 Python 对象：方法即动作，字段即状态，文档字符串即提示词。方法体为\"…\"的代码由 LLM 驱动循环在运行时完成，其余方法保持确定性 Python 执行。该框架在 SWE-bench Verified、Terminal-Bench 2.0 和 ARC-AGI-3 等基准上验证了有效性。","category":"论文研究","source":"arXiv","aggregationSource":"HuggingFace Daily Papers（社区热门论文）","pageTitle":"NVIDIA 推出面向对象智能体框架 NOOA：将智能体定义为 Python 对象 - Aioga AI资讯","description":"NVIDIA 发布模型无关的 Python 框架 NOOA，将智能体定义为 Python 对象：方法即动作，字段即状态，文档字符串即提示词。方法体为\"…\"的代码由 LLM 驱动循环在运行时完成，其余方法保持确定性 Python 执行。该框架在 SWE-bench Verified、Terminal-Bench 2.0 和 ARC-AGI-3 等基准上验证了有...","url":"https://www.aioga.com/news/cmrycf0kz000droxskdy0uq10/"},"en":{"title":"NVIDIA launches object-oriented agent framework NOOA: defining agents as Python objects","summary":"NVIDIA released a model-agnostic Python framework called NOOA, which defines agents as Python objects: methods represent actions, fields represent states, and docstrings serve as prompts. The code in method bodies written as '...' is driven by LLM to execute in a loop at runtime, while other methods remain deterministic Python execution. The framework's effectiveness has been validated on benchmarks such as SWE-bench Verified, Terminal-Bench 2.0, and ARC-AGI-3.","category":"Research","source":"HuggingFace Daily Papers（社区热门论文）","aggregationSource":"HuggingFace Daily Papers（社区热门论文）","pageTitle":"NVIDIA launches object-oriented agent framework NOOA: defining agents as Python objects - Aioga AI News","description":"NVIDIA released a model-agnostic Python framework called NOOA, which defines agents as Python objects: methods represent actions, fields represent states, and docstrings serve as p...","url":"https://www.aioga.com/en/news/cmrycf0kz000droxskdy0uq10/","contentTranslated":true,"sourceHash":"70370f8f3eec0aec","translatedAt":"2026-07-26T09:22:27.976Z"},"ja":{"title":"NVIDIA、オブジェクト指向エージェントフレームワークNOOAを発表：エージェントをPythonオブジェクトとして定義","summary":"NVIDIA はモデルに依存しない Python フレームワーク NOOA を発表し、エージェントを Python オブジェクトとして定義します：メソッドはアクション、フィールドは状態、ドキュメンテーション文字列はプロンプトです。メソッド本体が \"…\" のコードは LLM によって実行時にループで駆動され、それ以外のメソッドは決定論的な Python 実行を維持します。このフレームワークは SWE-bench Verified、Terminal-Bench 2.0、ARC-AGI-3 などのベンチマークで有効性が検証されました。","category":"論文研究","source":"HuggingFace Daily Papers（社区热门论文）","aggregationSource":"HuggingFace Daily Papers（社区热门论文）","pageTitle":"NVIDIA、オブジェクト指向エージェントフレームワークNOOAを発表：エージェントをPythonオブジェクトとして定義 - Aioga AIニュース","description":"NVIDIA はモデルに依存しない Python フレームワーク NOOA を発表し、エージェントを Python オブジェクトとして定義します：メソッドはアクション、フィールドは状態、ドキュメンテーション文字列はプロンプトです。メソッド本体が \"…\" のコードは LLM によって実行時にループで駆動され、それ以外のメソッドは決定論的な Python 実行を...","url":"https://www.aioga.com/ja/news/cmrycf0kz000droxskdy0uq10/","contentTranslated":true,"sourceHash":"70370f8f3eec0aec","translatedAt":"2026-07-26T09:22:35.651Z"},"ko":{"title":"NVIDIA, 객체 지향 에이전트 프레임워크 NOOA 출시: 에이전트를 Python 객체로 정의","summary":"NVIDIA는 모델과 무관한 Python 프레임워크 NOOA를 발표했으며, 에이전트를 Python 객체로 정의합니다: 메서드는 곧 행동이고, 필드는 곧 상태이며, 문서 문자열은 곧 프롬프트입니다. 메서드 본문이 '…'인 코드는 LLM에 의해 실행 시 반복적으로 수행되며, 나머지 메서드는 결정론적 Python 실행을 유지합니다. 이 프레임워크는 SWE-bench Verified, Terminal-Bench 2.0 및 ARC-AGI-3 등의 벤치마크에서 유효성이 검증되었습니다.","category":"연구","source":"HuggingFace Daily Papers（社区热门论文）","aggregationSource":"HuggingFace Daily Papers（社区热门论文）","pageTitle":"NVIDIA, 객체 지향 에이전트 프레임워크 NOOA 출시: 에이전트를 Python 객체로 정의 - Aioga AI 뉴스","description":"NVIDIA는 모델과 무관한 Python 프레임워크 NOOA를 발표했으며, 에이전트를 Python 객체로 정의합니다: 메서드는 곧 행동이고, 필드는 곧 상태이며, 문서 문자열은 곧 프롬프트입니다. 메서드 본문이 '…'인 코드는 LLM에 의해 실행 시 반복적으로 수행되며, 나머지 메서드는 결정론적 Python 실행을 유지합...","url":"https://www.aioga.com/ko/news/cmrycf0kz000droxskdy0uq10/","contentTranslated":true,"sourceHash":"70370f8f3eec0aec","translatedAt":"2026-07-26T09:23:16.157Z"},"es":{"title":"NVIDIA lanza el marco de agentes inteligentes orientado a objetos NOOA: define los agentes como objetos de Python","summary":"NVIDIA lanzó el marco de Python independiente del modelo NOOA, que define a los agentes como objetos de Python: los métodos son acciones, los campos son estados y las cadenas de documentación son indicaciones. El código del cuerpo del método con \"…\" es impulsado por LLMs y se ejecuta en un ciclo en tiempo de ejecución, mientras que los demás métodos se mantienen con ejecución determinista en Python. El marco ha validado su eficacia en benchmarks como SWE-bench Verified, Terminal-Bench 2.0 y ARC-AGI-3.","category":"Investigación","source":"HuggingFace Daily Papers（社区热门论文）","aggregationSource":"HuggingFace Daily Papers（社区热门论文）","pageTitle":"NVIDIA lanza el marco de agentes inteligentes orientado a objetos NOOA: define los agentes como objetos de Python - Aioga Noticias de IA","description":"NVIDIA lanzó el marco de Python independiente del modelo NOOA, que define a los agentes como objetos de Python: los métodos son acciones, los campos son estados y las cadenas de do...","url":"https://www.aioga.com/es/news/cmrycf0kz000droxskdy0uq10/","contentTranslated":true,"sourceHash":"70370f8f3eec0aec","translatedAt":"2026-07-26T09:23:12.133Z"},"fr":{"title":"NVIDIA lance le cadre d'agents intelligents orienté objet NOOA : définir les agents comme des objets Python","summary":"NVIDIA a publié le framework Python indépendant du modèle NOOA, qui définit les agents comme des objets Python : les méthodes sont les actions, les champs sont les états, et les docstrings sont les prompts. Le corps des méthodes contenant le code \"…\" est exécuté en boucle à l'exécution par un LLM, tandis que les autres méthodes restent exécutées de manière déterministe en Python. Ce framework a été validé sur les benchmarks SWE-bench Verified, Terminal-Bench 2.0 et ARC-AGI-3.","category":"Recherche","source":"HuggingFace Daily Papers（社区热门论文）","aggregationSource":"HuggingFace Daily Papers（社区热门论文）","pageTitle":"NVIDIA lance le cadre d'agents intelligents orienté objet NOOA : définir les agents comme des objets Python - Aioga Actualités IA","description":"NVIDIA a publié le framework Python indépendant du modèle NOOA, qui définit les agents comme des objets Python : les méthodes sont les actions, les champs sont les états, et les do...","url":"https://www.aioga.com/fr/news/cmrycf0kz000droxskdy0uq10/","contentTranslated":true,"sourceHash":"70370f8f3eec0aec","translatedAt":"2026-07-26T09:23:56.122Z"},"de":{"title":"NVIDIA führt das objektorientierte Agenten-Framework NOOA ein: Definieren von Agenten als Python-Objekte","summary":"NVIDIA hat das modellunabhängige Python-Framework NOOA veröffentlicht, das Agenten als Python-Objekte definiert: Methoden entsprechen Aktionen, Felder dem Zustand, und Docstrings den Prompt-Wörtern. Der Methodenrumpf mit dem Code \"…\" wird zur Laufzeit durch eine vom LLM gesteuerte Schleife ausgeführt, während die übrigen Methoden deterministisch in Python ausgeführt werden. Das Framework wurde auf Benchmarks wie SWE-bench Verified, Terminal-Bench 2.0 und ARC-AGI-3 auf seine Wirksamkeit getestet.","category":"论文研究","source":"HuggingFace Daily Papers（社区热门论文）","aggregationSource":"HuggingFace Daily Papers（社区热门论文）","pageTitle":"NVIDIA führt das objektorientierte Agenten-Framework NOOA ein: Definieren von Agenten als Python-Objekte - Aioga KI-News","description":"NVIDIA hat das modellunabhängige Python-Framework NOOA veröffentlicht, das Agenten als Python-Objekte definiert: Methoden entsprechen Aktionen, Felder dem Zustand, und Docstrings d...","url":"https://www.aioga.com/de/news/cmrycf0kz000droxskdy0uq10/","contentTranslated":true,"sourceHash":"70370f8f3eec0aec","translatedAt":"2026-07-26T09:23:51.928Z"},"pt-BR":{"title":"NVIDIA lança estrutura de agentes orientados a objetos NOOA: define agentes como objetos Python","summary":"A NVIDIA lançou o framework Python independente de modelo NOOA, que define agentes como objetos Python: métodos são ações, campos são estados e docstrings são prompts. O corpo do método com código '…' é executado por um LLM em loop em tempo de execução, enquanto os outros métodos permanecem com execução Python determinística. O framework teve sua eficácia verificada em benchmarks como SWE-bench Verified, Terminal-Bench 2.0 e ARC-AGI-3.","category":"论文研究","source":"HuggingFace Daily Papers（社区热门论文）","aggregationSource":"HuggingFace Daily Papers（社区热门论文）","pageTitle":"NVIDIA lança estrutura de agentes orientados a objetos NOOA: define agentes como objetos Python - Aioga Notícias de IA","description":"A NVIDIA lançou o framework Python independente de modelo NOOA, que define agentes como objetos Python: métodos são ações, campos são estados e docstrings são prompts. O corpo do m...","url":"https://www.aioga.com/pt-BR/news/cmrycf0kz000droxskdy0uq10/","contentTranslated":true,"sourceHash":"70370f8f3eec0aec","translatedAt":"2026-07-26T09:24:30.109Z"},"ru":{"title":"NVIDIA выпустила объектно-ориентированную рамку для агентов NOOA: определяет агента как объект Python","summary":"NVIDIA выпустила независимую от модели Python-структуру NOOA, которая определяет агента как объект Python: методы — это действия, поля — это состояния, а документационные строки — это подсказки. Код с телом метода «…» выполняется циклически в режиме реального времени с помощью LLM, остальные методы продолжают выполняться детерминированно в Python. Эффективность этой структуры была подтверждена на бенчмарках SWE-bench Verified, Terminal-Bench 2.0 и ARC-AGI-3.","category":"论文研究","source":"HuggingFace Daily Papers（社区热门论文）","aggregationSource":"HuggingFace Daily Papers（社区热门论文）","pageTitle":"NVIDIA выпустила объектно-ориентированную рамку для агентов NOOA: определяет агента как объект Python - Aioga Новости ИИ","description":"NVIDIA выпустила независимую от модели Python-структуру NOOA, которая определяет агента как объект Python: методы — это действия, поля — это состояния, а документационные строки —...","url":"https://www.aioga.com/ru/news/cmrycf0kz000droxskdy0uq10/","contentTranslated":true,"sourceHash":"70370f8f3eec0aec","translatedAt":"2026-07-26T09:24:34.225Z"},"ar":{"title":"كشفت NVIDIA عن إطار عمل الذكاء الاصطناعي الموجّه للكائنات NOOA: يعرّف الوكلاء ككائنات بايثون","summary":"أصدرت NVIDIA إطار عمل Python مستقل عن النماذج يُدعى NOOA، يُعرّف الوكيل على أنه كائن Python: الطرق هي الأفعال، والحقول هي الحالة، وسلاسل الوثائق هي الإشارات. يتم تنفيذ الكود الذي يحتوي جسم طريقته على \"...\" بواسطة LLM في دورة أثناء وقت التشغيل، بينما تظل الطرق الأخرى تُنفذ بطريقة Python حتمية. تم التحقق من فعالية هذا الإطار على معايير مثل SWE-bench Verified و Terminal-Bench 2.0 و ARC-AGI-3.","category":"论文研究","source":"HuggingFace Daily Papers（社区热门论文）","aggregationSource":"HuggingFace Daily Papers（社区热门论文）","pageTitle":"كشفت NVIDIA عن إطار عمل الذكاء الاصطناعي الموجّه للكائنات NOOA: يعرّف الوكلاء ككائنات بايثون - Aioga أخبار الذكاء الاصطناعي","description":"أصدرت NVIDIA إطار عمل Python مستقل عن النماذج يُدعى NOOA، يُعرّف الوكيل على أنه كائن Python: الطرق هي الأفعال، والحقول هي الحالة، وسلاسل الوثائق هي الإشارات. يتم تنفيذ الكود الذي ي...","url":"https://www.aioga.com/ar/news/cmrycf0kz000droxskdy0uq10/","contentTranslated":true,"sourceHash":"70370f8f3eec0aec","translatedAt":"2026-07-26T09:25:15.086Z"},"hi":{"title":"NVIDIA ने ऑब्जेक्ट-ओरिएंटेड एजेंट फ्रेमवर्क NOOA लॉन्च किया: एजेंट को Python ऑब्जेक्ट के रूप में परिभाषित किया","summary":"NVIDIA ने मॉडल-स्वतंत्र Python फ्रेमवर्क NOOA जारी किया, जो एजेंट को Python ऑब्जेक्ट के रूप में परिभाषित करता है: मेथड्स ही क्रियाएँ हैं, फील्ड्स ही स्थिति हैं, और डॉक्यूमेंट स्ट्रिंग ही प्रांप्ट वर्ड हैं। मेथड बॉडी में '...' वाला कोड LLM द्वारा रनटाइम में लूप में पूरा किया जाता है, बाकी मेथड्स निश्चित Python निष्पादन बनाए रखते हैं। इस फ्रेमवर्क की प्रभावशीलता SWE-bench Verified, Terminal-Bench 2.0 और ARC-AGI-3 जैसे बेंचमार्क पर प्रमाणित की गई।","category":"论文研究","source":"HuggingFace Daily Papers（社区热门论文）","aggregationSource":"HuggingFace Daily Papers（社区热门论文）","pageTitle":"NVIDIA ने ऑब्जेक्ट-ओरिएंटेड एजेंट फ्रेमवर्क NOOA लॉन्च किया: एजेंट को Python ऑब्जेक्ट के रूप में परिभाषित किया - Aioga AI समाचार","description":"NVIDIA ने मॉडल-स्वतंत्र Python फ्रेमवर्क NOOA जारी किया, जो एजेंट को Python ऑब्जेक्ट के रूप में परिभाषित करता है: मेथड्स ही क्रियाएँ हैं, फील्ड्स ही स्थिति हैं, और डॉक्यूमेंट स्ट्र...","url":"https://www.aioga.com/hi/news/cmrycf0kz000droxskdy0uq10/","contentTranslated":true,"sourceHash":"70370f8f3eec0aec","translatedAt":"2026-07-26T09:25:18.419Z"},"it":{"title":"NVIDIA lancia il framework per agenti orientati agli oggetti NOOA: definire un agente come oggetto Python","summary":"NVIDIA ha rilasciato il framework Python indipendente dai modelli NOOA, che definisce un agente come un oggetto Python: i metodi sono azioni, i campi sono stati e le stringhe di documentazione sono prompt. Il codice con corpo del metodo '…' viene eseguito in un ciclo guidato da LLM a runtime, mentre gli altri metodi mantengono un'esecuzione Python deterministica. Il framework è stato testato per efficacia su benchmark come SWE-bench Verified, Terminal-Bench 2.0 e ARC-AGI-3.","category":"论文研究","source":"HuggingFace Daily Papers（社区热门论文）","aggregationSource":"HuggingFace Daily Papers（社区热门论文）","pageTitle":"NVIDIA lancia il framework per agenti orientati agli oggetti NOOA: definire un agente come oggetto Python - Aioga Notizie IA","description":"NVIDIA ha rilasciato il framework Python indipendente dai modelli NOOA, che definisce un agente come un oggetto Python: i metodi sono azioni, i campi sono stati e le stringhe di do...","url":"https://www.aioga.com/it/news/cmrycf0kz000droxskdy0uq10/","contentTranslated":true,"sourceHash":"70370f8f3eec0aec","translatedAt":"2026-07-26T09:25:55.689Z"},"nl":{"title":"NVIDIA lanceert het objectgeoriënteerde intelligente agent-framework NOOA: definieert agenten als Python-objecten","summary":"NVIDIA heeft het modelonafhankelijke Python-framework NOOA uitgebracht, dat agenten definieert als Python-objecten: methoden zijn acties, velden zijn staten, en docstrings zijn prompts. De code in de methoden met de inhoud \"…\" wordt tijdens runtime door een LLM aangedreven uitgevoerd in een lus, terwijl de overige methoden deterministisch in Python blijven draaien. Het framework is gevalideerd op benchmarks zoals SWE-bench Verified, Terminal-Bench 2.0 en ARC-AGI-3.","category":"论文研究","source":"HuggingFace Daily Papers（社区热门论文）","aggregationSource":"HuggingFace Daily Papers（社区热门论文）","pageTitle":"NVIDIA lanceert het objectgeoriënteerde intelligente agent-framework NOOA: definieert agenten als Python-objecten - Aioga AI-nieuws","description":"NVIDIA heeft het modelonafhankelijke Python-framework NOOA uitgebracht, dat agenten definieert als Python-objecten: methoden zijn acties, velden zijn staten, en docstrings zijn pro...","url":"https://www.aioga.com/nl/news/cmrycf0kz000droxskdy0uq10/","contentTranslated":true,"sourceHash":"70370f8f3eec0aec","translatedAt":"2026-07-26T09:26:00.860Z"},"tr":{"title":"NVIDIA, Nesne Tabanlı Ajan Çerçevesi NOOA'yı Tanıttı: Ajanları Python Nesneleri Olarak Tanımlama","summary":"NVIDIA, akıl yürütme modelinden bağımsız Python çatısı NOOA'yı yayımladı ve ajanları Python nesneleri olarak tanımlıyor: metotlar eylem, alanlar durum, dokümantasyon dizeleri ise komut olarak kullanılıyor. Metot gövdesi '…' olan kod, LLM tarafından çalıştırma zamanında döngüsel olarak tamamlanırken, diğer metotlar deterministik Python yürütmesini koruyor. Bu çatı, SWE-bench Verified, Terminal-Bench 2.0 ve ARC-AGI-3 gibi kıyaslamalarda etkinliği doğrulandı.","category":"论文研究","source":"HuggingFace Daily Papers（社区热门论文）","aggregationSource":"HuggingFace Daily Papers（社区热门论文）","pageTitle":"NVIDIA, Nesne Tabanlı Ajan Çerçevesi NOOA'yı Tanıttı: Ajanları Python Nesneleri Olarak Tanımlama - Aioga AI Haberleri","description":"NVIDIA, akıl yürütme modelinden bağımsız Python çatısı NOOA'yı yayımladı ve ajanları Python nesneleri olarak tanımlıyor: metotlar eylem, alanlar durum, dokümantasyon dizeleri ise k...","url":"https://www.aioga.com/tr/news/cmrycf0kz000droxskdy0uq10/","contentTranslated":true,"sourceHash":"70370f8f3eec0aec","translatedAt":"2026-07-26T09:26:40.893Z"},"vi":{"title":"NVIDIA ra mắt khung tác nhân hướng đối tượng NOOA: định nghĩa tác nhân như một đối tượng Python","summary":"NVIDIA phát hành khung Python không liên quan đến mô hình NOOA, định nghĩa tác nhân như đối tượng Python: phương thức là hành động, trường là trạng thái, chuỗi tài liệu là prompt. Phần thân phương thức với mã '…' được LLM điều khiển vòng lặp thực hiện khi chạy, các phương thức còn lại vẫn duy trì thực thi Python xác định. Khung này đã được xác minh hiệu quả trên các tiêu chuẩn như SWE-bench Verified, Terminal-Bench 2.0 và ARC-AGI-3.","category":"论文研究","source":"HuggingFace Daily Papers（社区热门论文）","aggregationSource":"HuggingFace Daily Papers（社区热门论文）","pageTitle":"NVIDIA ra mắt khung tác nhân hướng đối tượng NOOA: định nghĩa tác nhân như một đối tượng Python - Tin tức AI Aioga","description":"NVIDIA phát hành khung Python không liên quan đến mô hình NOOA, định nghĩa tác nhân như đối tượng Python: phương thức là hành động, trường là trạng thái, chuỗi tài liệu là prompt....","url":"https://www.aioga.com/vi/news/cmrycf0kz000droxskdy0uq10/","contentTranslated":true,"sourceHash":"70370f8f3eec0aec","translatedAt":"2026-07-26T09:26:47.545Z"},"id":{"title":"NVIDIA meluncurkan kerangka agen berbasis objek NOOA: Mendefinisikan agen sebagai objek Python","summary":"NVIDIA merilis kerangka kerja Python yang tidak tergantung pada model bernama NOOA, yang mendefinisikan agen sebagai objek Python: metode sebagai aksi, bidang sebagai status, dan docstring sebagai prompt. Kode dengan tubuh metode '…' dijalankan oleh LLM secara loop saat runtime, sementara metode lainnya tetap dijalankan secara deterministik oleh Python. Kerangka kerja ini telah diverifikasi efektifitasnya pada benchmark seperti SWE-bench Verified, Terminal-Bench 2.0, dan ARC-AGI-3.","category":"论文研究","source":"HuggingFace Daily Papers（社区热门论文）","aggregationSource":"HuggingFace Daily Papers（社区热门论文）","pageTitle":"NVIDIA meluncurkan kerangka agen berbasis objek NOOA: Mendefinisikan agen sebagai objek Python - Berita AI Aioga","description":"NVIDIA merilis kerangka kerja Python yang tidak tergantung pada model bernama NOOA, yang mendefinisikan agen sebagai objek Python: metode sebagai aksi, bidang sebagai status, dan d...","url":"https://www.aioga.com/id/news/cmrycf0kz000droxskdy0uq10/","contentTranslated":true,"sourceHash":"70370f8f3eec0aec","translatedAt":"2026-07-26T09:27:22.014Z"},"th":{"title":"NVIDIA เปิดตัวกรอบงานตัวแทนอัจฉริยะแบบมุ่งเน้นวัตถุ NOOA: กำหนดตัวแทนเป็นวัตถุ Python","summary":"NVIDIA เปิดตัวกรอบงาน Python แบบไม่ขึ้นกับโมเดล NOOA โดยนิยามเอเจนต์เป็นวัตถุ Python: เมธอดคือการกระทำ, ฟิลด์คือสถานะ, และสตริงเอกสารคือคำสั่ง เมธอดที่มีตัวเนื้อหาเป็น '...' จะถูก LLM ขับเคลื่อนให้ทำงานวนซ้ำในเวลารันไทม์ ส่วนเมธอดที่เหลือจะคงการทำงานแบบ deterministic ของ Python กรอบงานนี้ได้รับการยืนยันประสิทธิภาพในมาตรฐาน SWE-bench Verified, Terminal-Bench 2.0 และ ARC-AGI-3","category":"论文研究","source":"HuggingFace Daily Papers（社区热门论文）","aggregationSource":"HuggingFace Daily Papers（社区热门论文）","pageTitle":"NVIDIA เปิดตัวกรอบงานตัวแทนอัจฉริยะแบบมุ่งเน้นวัตถุ NOOA: กำหนดตัวแทนเป็นวัตถุ Python - ข่าว AI Aioga","description":"NVIDIA เปิดตัวกรอบงาน Python แบบไม่ขึ้นกับโมเดล NOOA โดยนิยามเอเจนต์เป็นวัตถุ Python: เมธอดคือการกระทำ, ฟิลด์คือสถานะ, และสตริงเอกสารคือคำสั่ง เมธอดที่มีตัวเนื้อหาเป็น '...' จะถูก...","url":"https://www.aioga.com/th/news/cmrycf0kz000droxskdy0uq10/","contentTranslated":true,"sourceHash":"70370f8f3eec0aec","translatedAt":"2026-07-26T09:27:26.691Z"},"pl":{"title":"NVIDIA wprowadza obiektową ramę dla agentów NOOA: definiuje agenta jako obiekt Pythona","summary":"NVIDIA wydała niezależny od modelu framework Pythona NOOA, definiujący agenta jako obiekt Pythona: metody to akcje, pola to stany, a docstringi to podpowiedzi. Ciało metody w postaci kodu „…” jest napędzane przez LLM w czasie wykonywania, podczas gdy pozostałe metody pozostają wykonywane deterministycznie w Pythonie. Skuteczność frameworka została zweryfikowana na benchmarkach takich jak SWE-bench Verified, Terminal-Bench 2.0 i ARC-AGI-3.","category":"论文研究","source":"HuggingFace Daily Papers（社区热门论文）","aggregationSource":"HuggingFace Daily Papers（社区热门论文）","pageTitle":"NVIDIA wprowadza obiektową ramę dla agentów NOOA: definiuje agenta jako obiekt Pythona - Aioga Wiadomości AI","description":"NVIDIA wydała niezależny od modelu framework Pythona NOOA, definiujący agenta jako obiekt Pythona: metody to akcje, pola to stany, a docstringi to podpowiedzi. Ciało metody w posta...","url":"https://www.aioga.com/pl/news/cmrycf0kz000droxskdy0uq10/","contentTranslated":true,"sourceHash":"70370f8f3eec0aec","translatedAt":"2026-07-26T09:28:09.272Z"}}}}