Systems Design: онлайн-конференция по проектированию информационных систем для бизнеса | United States America (US)

Create: 2025-03-14 Update: 2025-07-05 07:21:50

🛰 Александр Храмогин, Principal Ml Engineer в компании Logic Boost, выступит на третьей конференции Systems Design Online с докладом на тему «Оркестрация LLM агентов: Шаблоны для управления сложными задачами»

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В быстро развивающемся мире ИИ-систем оркестрация LLM агентов для управления сложными задачами ставит уникальные архитектурные задачи. В этом докладе рассматриваются продвинутые шаблоны проектирования масштабируемых и эффективных систем оркестрации агентов. На примерах с использованием инструментов CrewAI, Redis (для управления состоянием) и Apache Airflow (для оркестрации процессов) мы исследуем стратегии декомпозиции задач, координации агентов и агрегации результатов. Вы увидите реальные примеры коммуникационных паттернов между агентами, включая методы обеспечения надёжности, оптимизации затрат и обработки ошибок. Участники узнают проверенные на практике подходы к созданию устойчивых систем на базе LLM-агентов, способных выполнять многоэтапные задачи без потери стабильности и эффективности.

Инсайты:
— Стратегии декомпозиции задач: методы разбивки сложных задач на подзадачи для распределения между специализированными LLM-агентами
— Паттерны координации агентов: проверенные решения для управления коммуникацией, обработки зависимостей и сохранения состояния системы
— Агрегация и валидация результатов: стратегии сбора, проверки и объединения данных от множества агентов

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Systems Design: онлайн-конференция по проектированию информационных систем для бизнеса

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Systems Design: онлайн-конференция по проектированию информационных систем для бизнеса

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🛰 Александр Храмогин

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