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Ditkovsky"},"license":"ISC","description":"Main Netto dialog supervisor class","maintainers":[{"name":"di.eugene","email":"ditkovsky.eugene@gmail.com"}],"readme":"# Dialog Supervisor\nАгент-координатор, который либо ведет сам общение с пользователем на общие темы, либо переключает на диалоги со специализированными агентами, ответственными за ведение диалога на определенную тему или с заданной задачей.\n\nИспользуемый промпт:\n```text\nТы являешься главным ассистентом, которому поручено вести диалог с пользователем. \nВ процессе диалога ты привлекаешь помощников - ассистентов, которые ведут диалог на \nотдельно взятую тему, а также используешь инструменты, с помощью которых решаешь \nотдельные задачи.\nВот перечень помощников-ассистентов:\n{0}\n\nВот перечень инструментов:\n{1}\n\nИсходя из вопросов или желаний пользователя ты либо вызываешь помощника-ассистента, \nи он сам ведет диалог, либо используешь представленные инструменты и ведешь диалог \nпо этому поводу самостоятельно.\n```\nПри создании экземпляра класса добавляется история общения, после которой, в свою очередь,\nдобавляется следующий системный промпт:\n```text\nУчитывая приведенный выше разговор, используй подходящий инструмент или помощника, \nили продолжай общение самостоятельно.\n```\n## Подключение\n```javascript\nconst {DialogSupervisor} = require(\"@dialogai/dialog-supervisor\");\n```\n\n## Создание экземпляра\n```javascript\nconst thread_id = \"\"; // Идентификатор диалога\nconst systemPrompt = \"\"; // Стартовая инструкция. Необязательный параметр.\nconst supervisor = new DialogSupervisor(thread_id, {systemPrompt})\n// Дополнительные данные идут как объект с конфигурацией. \n```\nПример использования в контексте телеграм-бота:\n```javascript\nconst {Dialog} = require(\"@dialogai/dialog-class\");\nconst {DialogSupervisor} = require(\"@dialogai/dialog-supervisor\");\n\nasync function get_supervisor(userUuid) {\n    let supervisor = new DialogSupervisor(userUuid);\n    \n    /* Добавляется экземпляр диалога, в ходе которого пользователь рассказывает о себе */\n    setUserProfileDialogFor(supervisor); \n    await supervisor.build();\n    return supervisor;\n}\n\nfunction setUserProfileDialogFor(supervisor){\n    let dialog = new Dialog({\n        dialog_code: 'GUPD',\n        start_system_msg: `...`, // Промпт для диалога\n        tool_name: 'discuss_skills_experience_and_hobbies',\n        tool_description: 'Используется, когда нужно узнать опыт работы и интересы пользователя (по запросу пользователя или если это требуется в ходе диалога).'\n    });\n    if (supervisor) {\n        dialog\n            .reg_observer(supervisor.getObserver())\n            .set_session_id(supervisor.thread_id)\n            .get_tool_for(supervisor);\n    }\n    dialog\n        // Регистрируются наблюдатели...\n        .reg_observer(new IsDialogFinishedObserver())\n        .reg_observer(new DiscussProfessionalIntentObserver());\n        //...\n    console.log('DIALOG :: ', dialog.toString());\n}\n\nasync function processDialog(userUuid, msg) {\n    let ai = await get_supervisor(userUuid),\n        ai_msg = await ai.invoke(msg);\n    console.log('AI :: REPLY :: ', ai_msg);\n}\n```\n## Свойства класса:\n\n- `tools`         - массив инструментов @langchain/core/tools.DynamicStructuredTool\n- `dialog_tools`  - массив инструментов, связанных с отдельными [диалогами](https://github.com/Dieugene/dialog-class)\n- `dialogs`       - массив задействованных диалогов, которые подключены через dialog_tools.\n                Используется для вспомогательных целей, если нужно получить доступ к \n                данным диалога в процессе отладки\n- `app`           - объект langchain CompiledStateGraph - скомпилированный граф данного ИИ-агента\n- `thread_id`     - идентификатор основного диалога. Как правило указывается UUID пользователя\n- `systemPrompt`  - стартовая инструкция агента.\n- `config`        - Объект вида `{ configurable: { thread_id: this.thread_id } }`, используемый\n                для считывания и идентификации состояния диалога из хранилища (checkpointer).\n- `is_active`     - boolean (default true). В случае True - агент ведет диалог от своего имени,\n                в ином случае подключает вспомогательный диалог. \n\n\n## Методы класса\nОсновные:\n- `build()`           - вызывается ПОСЛЕ того, как к агенту подключены все иснтрументы и диалоги.\n                    1. Компилирует граф для агента\n                    2. Восстанавливает состояние данных из хранилища\n- `invoke(message)`   - Обрабатывает сообщение пользователя. Параметр message: string | undefined\n                    Подробнее см. описание ниже.\n- `reg_tool`\n- `reg_dialog_tool`   - методы регистрации инструментов и диалогов, используемые в агенте. \n- `getObserver`       - метод передачи наблюдателя, который наблюдает за вспомогательным диалогом.\n                    См. раздел \"SupervisorObserver\".\n \nВспомогательные методы:\n- `get_state`         - получить данные текущего состояния диалога\n- `get_system_prompt` - получить текст системного соообщения (с уже подставленными данными\n                    об инструментах)\n- `store` / `restore`   - сохранить/восстановить метаданные диалога (на данном этапе сохраняется \n                    только поле  is_active, остальные данные хранятся в checkpointer\n\n## Особенности работы метода `invoke(message)`\nПри запуске метода возможны следующие варианты:\n- Диалог инициируется в первые, причем диалог начинает сам агент. \nВ этом случае message = undefined. При этом если история общения (checkpointer) пустая, то null \nнаправлять нельзя, соответственно, агенту направляется следующий промпт:\n\n```\nSystemMessage('Пользователь только что начал диалог. Расскажи ему, что ты умеешь, и предложи\nначать со знакомства и рассказа о его профессиональном опыте и интересах. Если он согласится, \nзадействуй соответствующего помощника из тех, которые тебе доступны.')\n```\n\n- Диалог уже был начат ранее. В этом случае проверяется значение поля `is_active`:\n    - true - общение ведет супервайзор\n    - false - общение идет в отдельном диалоге\n\n    Исходя из значения этого поля либо агент общается сам, либо восстанавливает работу\n    соответствующего вспомогательного диалога и инициирует его.\n    \n## Разница между `tool` и `dialog_tool`\n**`tool`** - стандартный инструмент, используемый в ИИ-агентах. Граф взаимодействия `agent -> tool -> agent`, \nпредусматривает, что агент возвращает пользователю результаты выполнения соответствующей функции.\n\n**`dialog_tool`** - инструмент, в основе которого работает отдельно настроенная LLM. В этом случае\nграф взаимодействия `agent -> dialog_tool -> END`, поскольку `dialog_tool` перехватывает диалог.\n\n# SupervisorObserver\nИспользуется в качестве наблюдателя (паттерн программирования \"Observer\") от \"супервайзера\" \nпри работе отдельного вспомогательного диалога. Является наследником класса `Observer` из библиотеки\n`@dialogai/dialog-observers`\n\nИспользуемый промпт:\n```text\nСейчас диалог ведется от имени помощника, который {0}\nНиже в блоке, ограниченном символами === представлено текущее сообщение пользователя.\nТвоя задача - определить, хочет ли пользователь перейти к диалогу на другую тему, \nза которую отвечает другой помощник, или хочет воспользоваться каким-то из инструментов.\n===\n{1}\n===\n\nОтветь \"False\", если сообщение пользователя не содержит желания перейти к другому диалогу \nили решать другую задачу.\nЕсли пользователь хочет перейти к диалогу на другую тему, за которую отвечает другой помощник,\nили хочет воспользоваться каким-то из инструментов, верни имя этого помощника или инструмента. \nИли верни \"САМОСТОЯТЕЛЬНО\", если запрос пользователя не относится к какому-то из твоих помощников \nили инструментов.\nБольше ничего не отвечай.\n```\nВ плейсхолдер {0} подставляется описание (`description`) для соответствующего `dialog_tool`, \nкоторое обычно (и этого нужно придерживаться) начинается со слов: `\"Используется для...\"`.\n\n## Создание экземпляра\nПри создании экземпляра наблюдателя в качестве параметра передается экземпляр \"супервайзора\", \nот имени которого работает наблюдатель.\nНапример, метод `getObserver` класса `DialogSupervisor` выглядит следующим образом:\n```javascript\ngetObserver(){\n    return new SupervisorObserver(this);\n}\n```\n## Свойства и методы класса\nКласс наследует свойства класса `Observer`, дополнительно в нем предусмотрено свойство `supervisor`.\nТакже в классе переопределяется метод `pre_check`, который анализирует пользовательское сообщение.\nВ случае, если наблюдатель посчитает, что пользователь хочет переключиться на другую задачу или прервать\nвыполнение текущей задачи, наблюдатель выполняет следующие действия:\n- Присваивает значение `true` свойству `is_interrupted` текущего диалога и свойству `is_active` \"супервайзора\".\n- Запускает метод `invoke` в экземпляре \"супервайзора\", с передачей в него сообщения пользователя.\n- Присваивает полученный ответ \"супервайзора\" свойству `interruption_message` текущего диалога.\n\nСвойство `is_interrupted` дает текущему диалогу сигнал прекратить работу и вернуть значение свойства `interruption_message`.\n\n","readmeFilename":"README.md"}