diff --git a/api/README.md b/api/README.md index e69de29..542b048 100644 --- a/api/README.md +++ b/api/README.md @@ -0,0 +1,145 @@ +# Lambda Agent API + +WebSocket API SDK для взаимодействия с AI-агентом. + +## Установка + +```bash +pip install . +``` + +Требуется Python 3.14+. + +## Быстрый старт + +```python +import asyncio +import websockets +from api.models import OutgoingMessage, OM + +async def main(): + uri = "ws://localhost:8000/ws" + + async with websockets.connect(uri) as ws: + # 1. Ждём STATUS - подтверждение готовности + status = await ws.recv() + print(f"Connected: {status}") + + # 2. Отправляем сообщение + await ws.send('{"type": "USER_MESSAGE", "text": "Привет!"}') + + # 3. Читаем ответ в виде потока событий + while True: + msg = await ws.recv() + data = OutgoingMessage.model_validate_json(msg) + + match data: + case OM.AgentEvent(subtype=OM.AgentEventType.TEXT_CHUNK): + print(data.text, end="", flush=True) + case OM.EventEnd(): + print(f"\n[Завершено, использовано токенов: {data.tokens_used}]") + break + case OM.Error(): + print(f"\n[Ошибка: {data.code}] {data.details}") + break + +asyncio.run(main()) +``` + +## Протокол + +### Клиент → Сервер + +#### USER_MESSAGE + +Полное сообщение от пользователя. + +```json +{ + "type": "USER_MESSAGE", + "text": "Текст сообщения" +} +``` + +| Поле | Тип | Описание | +|------|-------|-------------------| +| type | string | Всегда `USER_MESSAGE` | +| text | string | Текст сообщения | + +### Сервер → Клиент + +#### STATUS + +Отправляется сервером при открытии соединения с клиентом. Будет дополнен информацией о готовности агента принимать сообщения. + +```json +{ + "type": "STATUS" +} +``` + +#### AGENT_EVENT + +Базовый класс для ивентов, которые стримит агент во время генерации ответа. Конкретный класс для ивента определяется по `subtype`. + +##### TEXT_CHUNK + +Чанк текста ответа агента. + +```json +{ + "type": "AGENT_EVENT", + "subtype": "TEXT_CHUNK", + "text": "Фрагмент текста" +} +``` + +##### END + +Агент закончил генерацию ответа. + +```json +{ + "type": "AGENT_EVENT", + "subtype": "END", + "tokens_used": 42 +} +``` + +| Поле | Тип | Описание | +|-------------|--------|-----------------------| +| tokens_used | int | Количество использованных токенов | + +#### ERROR + +Неопределенная ошибка в работе агента. + +```json +{ + "type": "ERROR", + "code": "error_code", + "details": "Описание ошибки" +} +``` + +| Поле | Тип | Описание | +|---------|-------|----------------| +| code | string | Код ошибки | +| details | string | Подробности | + +#### GRACEFUL_DISCONNECT + +Отправляется перед завершением работы контейнера с агентом. Например, при долгом бездействии. Нужно, чтобы отделять обрыв соединения из-за ошибки с необходимостью повторного подключения. Приход этого сообщения означает, что агент осознанно завершает работу с клиентом по какой-то причине. Для дальнейшего взаимодействия нужно снова обратиться к мастеру. + +```json +{ + "type": "GRACEFUL_DISCONNECT" +} +``` + +![Схема взаимодействия](docs/schema.png) + +## Зависимости + +- Python 3.14+ +- pydantic >= 2.12.5 diff --git a/api/docs/schema.png b/api/docs/schema.png new file mode 100644 index 0000000..d70deaf Binary files /dev/null and b/api/docs/schema.png differ diff --git a/api/models.py b/api/models.py new file mode 100644 index 0000000..a6614c9 --- /dev/null +++ b/api/models.py @@ -0,0 +1,119 @@ +from pydantic import BaseModel, Field +from enum import Enum +from typing import Literal, Annotated, Union + + +class IM: + """ + Namespace для моделей входящих сообщений (от клиента к серверу).\n + IM = Incoming Message + """ + + class Type(str, Enum): + USER_MESSAGE = "USER_MESSAGE" + + + # noinspection PyPep8Naming + class UserMessage(BaseModel): + """ + Полное сообщение от пользователя. + """ + type: Literal[IM.Type.USER_MESSAGE] + text: str + """ + Текст сообщения. + """ + + +IncomingMessage = Annotated[ + Union[IM.UserMessage,], + Field(discriminator="type") +] +""" +Объединяет все типы входящих сообщений в одно для удобной автоматической десериализации.\n +Pydantic сам определит нужный тип в зависимости от поля ``type``.\n +Использование:\n +msg = IncomingMessage.model_validate_json(json) +""" + + +class OM: + """ + Namespace для моделей исходящих сообщений (от сервера к клиенту).\n + OM = Outgoing Message + """ + + class Type(str, Enum): + STATUS = "STATUS" + AGENT_EVENT = "AGENT_EVENT" + ERROR = "ERROR" + GRACEFUL_DISCONNECT = "GRACEFUL_DISCONNECT" + + + class Status(BaseModel): + """ + Отправляется сервером при открытии соединения с клиентом. + Будет дополнен информацией о готовности агента принимать сообщения. + """ + type: Literal[OM.Type.STATUS] + + + class AgentEventType(str, Enum): + TEXT_CHUNK = "TEXT_CHUNK" + END = "END" + + + class AgentEvent(BaseModel): + """ + Базовый класс для ивентов, которые стримит агент во время генерации ответа. + Конкретный класс для ивента определяется по ``subtype``. + """ + type: Literal[OM.Type.AGENT_EVENT] + subtype: OM.AgentEventType + + + class EventTextChunk(AgentEvent): + """ + Чанк текста ответа агента. + """ + subtype: Literal[OM.AgentEventType.TEXT_CHUNK] + text: str + + + class EventEnd(AgentEvent): + """ + Агент закончил генерацию ответа. + """ + subtype: Literal[OM.AgentEventType.END] + tokens_used: int + + + class Error(BaseModel): + """ + Неопределенная ошибка в работе агента. + """ + type: Literal[OM.Type.ERROR] + code: str + details: str + + + class GracefulDisconnect(BaseModel): + """ + Отправляется перед завершением работы контейнера с агентом. Например, при долгом бездействии. + Нужно, чтобы отделять обрыв соединения из-за ошибки с необходимостью повторного подключения. + Приход этого сообщения означает, что агент осознанно завершает работу с клиентом по какой-то причине. + Для дальнейшего взаимодействия нужно снова обратиться к мастеру. + """ + type: Literal[OM.Type.GRACEFUL_DISCONNECT] + + +OutgoingMessage = Annotated[ + Union[OM.Status, OM.AgentEvent, OM.Error, OM.GracefulDisconnect], + Field(discriminator="type") +] +""" +Объединяет все типы исходящих сообщений в одно для удобной автоматической десериализации.\n +Pydantic сам определит нужный тип в зависимости от поля ``type``.\n +Использование:\n +msg = OutgoingMessage.model_validate_json(json) +""" diff --git a/api/pyproject.toml b/api/pyproject.toml index 766d844..da97419 100644 --- a/api/pyproject.toml +++ b/api/pyproject.toml @@ -1,7 +1,9 @@ [project] name = "api" version = "0.1.0" -description = "Add your description here" +description = "WebSocket API SDK для 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