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    Автономные агенты на Dell Optiplex: как создать умную фабрику

    26 min
    |
    |
    May 3, 2026
    TechnologyAIProductivity

    Узнайте, как превратить Dell Optiplex 7070 с i9-9900 и 64 ГБ ОЗУ в командный центр для автономных агентов и локальных LLM с помощью Hermes Agent и Docker.

    Автономные агенты на Dell Optiplex: как создать умную фабрику

    Best quote from Автономные агенты на Dell Optiplex: как создать умную фабрику

    “

    Hermes — це єдиний агент із вбудованою петлею навчання: він не просто виконує задачу, він створює навички з досвіду і буквально розумнішає в процесі.

    ”

    This audio lesson was created by a BeFreed community member

    Input question

    Пиши текст українською, озвучка теж українською. В мене є декілька VPS та фізичний сервер Dell Optiplex 7070, CPU: Intel Core i9-9900 (8 cores, 16 threads), RAM: 64 GB DDR4, NVME: 1.82 TB, Intel UHD Graphics 630 . Як правильно побудувати архітектуру для управління автономними агентами? https://hermes-agent.nousresearch.com/docs#quick-links та openclaw. Центр керування планую paperclip . Чи є зміст плодити багато віртуалок з Hermes чи openclaw бо вони ніби й так можуть створювати субагентів

    Host voices
    Niaplay
    Jacksonplay
    Learning style
    Deep
    Knowledge sources
    Hermes Agent Documentation | Hermes Agent
    link
    https://hermes-agent.nousresearch.com/docs#quick-links
    docs/tools/index.md at main · openclaw/openclaw
    link
    https://github.com/openclaw/openclaw/blob/main/docs/tools/index.md
    paperclipai/paperclip
    link
    https://github.com/paperclipai/paperclip/
    OpenClaw vs. Hermes Agent (2026): The Ultimate In-Depth Comparison | DeployAgents
    link
    https://www.deployagents.co/blog/openclaw-vs-hermes-agent-comparison
    Hermes Agent vs OpenClaw 2026 Comparison | Open-Claw.me
    link
    https://open-claw.me/blog/hermes-agent-vs-openclaw-comparison
    Hermes Agent vs OpenClaw: one is agent-first, the other gateway-first
    link
    https://screenshotone.com/blog/hermes-agent-versus-openclaw/

    Frequently Asked Questions

    Да, это вполне реально. Несмотря на то, что процессору Intel i9-9900 уже более пяти лет, его восемь ядер и шестнадцать потоков в сочетании с 64 ГБ оперативной памяти создают отличную базу для работы. Jackson отмечает, что такой объем памяти является золотым стандартом для развертывания локальных моделей и агентских систем, превращая обычный десктоп в настоящий командный центр для управления умной фабрикой.

    Основным узким местом системы является интегрированная графика Intel UHD 630, так как современные большие языковые модели (LLM) очень требовательны к видеопамяти. Однако Jackson подчеркивает, что это не критично для Hermes Agent. Благодаря гибкости архитектуры, агенты могут работать в Docker-контейнерах или использовать облачные ресурсы, такие как Modal, что позволяет обходить ограничения локального железа.

    Hermes Agent — это гибкая система для работы автономных агентов, которая не привязана к конкретному оборудованию. Согласно документации, она способна функционировать даже на бюджетных VPS. На мощном железе вроде Dell Optiplex 7070 с 64 ГБ ОЗУ возможности системы значительно расширяются, позволяя запускать целые рои агентов локально или в гибридном режиме с использованием облачных вычислений.

    В диалоге Nia и Jackson подчеркивается, что именно оперативная память, а не только процессор, играет ключевую роль. 64 ГБ позволяют комфортно размещать локальные LLM и обеспечивать работу множества автономных агентов одновременно. Это превращает домашний компьютер в полноценную фабрику разума, способную выполнять сложные задачи без необходимости постоянной зависимости от дорогостоящих графических ускорителей.

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    Key Takeaways

    1

    Залізо на межі можливостей: i9-9900 та 64 ГБ оперативки

    0:00
    0:37
    1:08
    1:11
    1:41
    1:50
    2:20
    2

    Hermes Agent: самонавчання проти простого виконання команд

    2:35
    3:04
    3:10
    3:43
    3:53
    4:17
    4:30
    4:56
    3

    OpenClaw: шлюз у світ інструментів

    5:12
    5:33
    5:41
    6:05
    6:14
    6:39
    6:53
    7:24
    7:33
    4

    Paperclip як диригент автономного оркестру

    7:50
    8:05
    8:30
    8:48
    9:15
    9:22
    9:55
    10:14
    5

    Архітектурний пиріг: як усе це з'єднати докупи

    10:32
    10:52
    10:55
    11:15
    11:20
    11:48
    12:04
    12:19
    12:27
    12:52
    13:09
    6

    Чому "плодити віртуалки" — це шлях у минуле

    13:26
    13:43
    14:05
    14:23
    14:46
    15:04
    15:26
    15:42
    7

    Інструменти та MCP: як розширити можливості без зайвих сутностей

    16:04
    16:16
    16:35
    16:45
    17:05
    17:09
    17:32
    17:41
    17:55
    8

    Безпека в автономному режимі: щоб Dell не став частиною ботнету

    18:17
    18:30
    18:41
    19:04
    19:10
    19:32
    19:55
    20:08
    20:17
    9

    Гібридна хмара: як економити гроші і ресурс процесора

    20:20
    20:35
    20:49
    20:54
    21:15
    21:24
    21:51
    22:04
    22:19
    10

    Стейк з даних: як Paperclip збирає все докупи

    22:34
    22:46
    22:59
    23:13
    23:18
    23:33
    23:46
    24:08
    24:25
    11

    Фінальний вердикт: архітектура майбутнього на залізі минулого

    24:33
    24:51
    25:10
    25:31
    25:45
    26:00
    26:13
    26:26

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