691 lines
27 KiB
Python
691 lines
27 KiB
Python
import json
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from typing import Any
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from sqlalchemy.orm import Session
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from app.fitness.service import FitnessService
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from app.fitness.structuring import structure_meal, structure_workout
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from app.homelab.digest import build_weather_briefing
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from app.homelab.image_gen import generate_image as run_generate_image
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from app.homelab.openmeteo import OpenMeteoClient
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from app.integrations.openfoodfacts import OpenFoodFactsClient
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from app.integrations.wger import WgerClient
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from app.memory.service import MemoryService
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from app.pomodoro.service import PomodoroService
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from app.projects.service import ProjectService
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TOOL_DEFINITIONS: list[dict[str, Any]] = [
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{
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"type": "function",
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"function": {
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"name": "get_pomodoro_status",
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"description": "ОБЯЗАТЕЛЬНО вызывай перед любым ответом о таймере. Статус, фаза и прогресс цикла.",
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"parameters": {"type": "object", "properties": {}, "required": []},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "start_pomodoro",
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"description": "Запустить фазу работы в цикле помидоро (25 мин по умолчанию).",
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"parameters": {
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"type": "object",
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"properties": {
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"duration_min": {"type": "integer", "description": "Минуты работы"},
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"task_note": {"type": "string", "description": "Над чем работаем"},
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},
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"required": [],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "start_short_break",
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"description": "Запустить короткий перерыв между работами.",
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"parameters": {
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"type": "object",
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"properties": {
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"duration_min": {"type": "integer", "description": "Минуты перерыва"},
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},
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"required": [],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "start_long_break",
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"description": "Запустить длинный перерыв после завершения цикла работ.",
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"parameters": {
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"type": "object",
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"properties": {
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"duration_min": {"type": "integer", "description": "Минуты перерыва"},
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},
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"required": [],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "stop_pomodoro",
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"description": "Остановить текущую фазу таймера.",
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"parameters": {
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"type": "object",
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"properties": {
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"result": {"type": "string", "description": "Отчёт о сделанном"},
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"completed": {
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"type": "boolean",
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"description": "True если фаза полностью завершена",
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},
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},
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"required": [],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "skip_pomodoro_phase",
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"description": "Досрочно завершить текущую фазу и перейти к следующей в цикле.",
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"parameters": {"type": "object", "properties": {}, "required": []},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "reset_pomodoro_cycle",
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"description": "Сбросить цикл помидоро: обнулить счётчик работ и остановить таймер.",
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"parameters": {
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"type": "object",
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"properties": {
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"clear_task": {
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"type": "boolean",
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"description": "Также очистить текущую задачу",
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},
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},
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"required": [],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "get_pomodoro_history",
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"description": "История помидоро-сессий (таймер), не Taiga-задачи.",
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"parameters": {
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"type": "object",
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"properties": {
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"limit": {"type": "integer", "description": "Сколько сессий вернуть"},
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},
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"required": [],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "sync_taiga_projects",
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"description": "Синхронизировать список проектов из Taiga API. Вызывай если проекты неизвестны.",
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"parameters": {"type": "object", "properties": {}, "required": []},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "list_taiga_projects",
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"description": "Список проектов Taiga с привязкой Gitea.",
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"parameters": {"type": "object", "properties": {}, "required": []},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "list_taiga_tasks",
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"description": (
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"ОБЯЗАТЕЛЬНО при вопросах «какие задачи», «покажи задачи проекта», «что открыто в Taiga». "
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"Живые user stories и tasks из Taiga API. НЕ путать с list_work_items."
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),
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"parameters": {
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"type": "object",
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"properties": {
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"project_slug": {
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"type": "string",
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"description": "Slug проекта, например home_assistant. Пусто = все проекты.",
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},
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"limit": {"type": "integer", "description": "Макс. на проект, по умолчанию 20"},
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},
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"required": [],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "create_work_item",
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"description": (
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"Создать фичу/баг из вольного текста: структурировать через LLM, "
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"создать Taiga story + Gitea issue. Вызывай при «заведи баг», «оформи фичу», «добавь в таигу»."
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),
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"parameters": {
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"type": "object",
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"properties": {
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"text": {"type": "string", "description": "Полное описание от пользователя"},
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"project_slug": {
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"type": "string",
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"description": "Slug проекта Taiga, если известен",
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},
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},
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"required": ["text"],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "remember_fact",
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"description": (
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"Сохранить факт в долгосрочную память. "
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"Когда пользователь просит «запомни», или сообщает устойчивое предпочтение/факт."
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),
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"parameters": {
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"type": "object",
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"properties": {
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"content": {"type": "string", "description": "Что запомнить"},
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"category": {
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"type": "string",
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"description": "preference, person, habit, project, fact",
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},
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"importance": {"type": "integer", "description": "1-5, по умолчанию 3"},
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},
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"required": ["content"],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "recall_memories",
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"description": (
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"Поиск в долгосрочной памяти. "
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"Когда спрашивают «что ты помнишь», «что я говорил про X»."
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),
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"parameters": {
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"type": "object",
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"properties": {
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"query": {"type": "string", "description": "Подстрока для поиска"},
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"category": {"type": "string"},
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"limit": {"type": "integer"},
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},
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"required": [],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "forget_memory",
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"description": "Удалить (деактивировать) факт по id из recall_memories или снимка памяти.",
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"parameters": {
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"type": "object",
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"properties": {
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"memory_id": {"type": "integer"},
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},
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"required": ["memory_id"],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "update_profile",
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"description": (
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"Обновить профиль пользователя: name, timezone, language, notes. "
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"Передавай только изменившиеся поля."
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),
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"parameters": {
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"type": "object",
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"properties": {
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"name": {"type": "string"},
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"age": {"type": "string", "description": "Возраст пользователя"},
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"timezone": {"type": "string"},
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"language": {"type": "string"},
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"notes": {"type": "string"},
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},
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"required": [],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "update_session_summary",
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"description": (
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"Сохранить краткую сводку темы текущего чата "
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"(когда диалог длинный или пользователь просит «сожми контекст»)."
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),
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"parameters": {
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"type": "object",
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"properties": {
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"summary": {"type": "string", "description": "2-5 предложений о теме чата"},
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"session_id": {"type": "integer"},
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},
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"required": ["summary", "session_id"],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "get_fitness_summary",
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"description": "Сводка фитнеса за сегодня: ккал, БЖУ, вода, тренировки.",
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"parameters": {"type": "object", "properties": {}, "required": []},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "set_fitness_profile",
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"description": "Настроить фитнес-профиль и пересчитать цели ккал/БЖУ/воды.",
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"parameters": {
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"type": "object",
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"properties": {
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"sex": {"type": "string", "description": "male/female"},
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"age": {"type": "integer"},
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"height_cm": {"type": "number"},
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"weight_kg": {"type": "number"},
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"activity_level": {
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"type": "string",
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"description": "sedentary/light/moderate/active/very_active",
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},
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"goal": {"type": "string", "description": "lose/maintain/gain"},
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"target_weight_kg": {"type": "number"},
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"weekly_workouts": {"type": "integer"},
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},
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"required": [],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "calc_fitness_targets",
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"description": "Калькулятор BMR/TDEE/макросов без сохранения.",
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"parameters": {
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"type": "object",
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"properties": {
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"sex": {"type": "string"},
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"age": {"type": "integer"},
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"height_cm": {"type": "number"},
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"weight_kg": {"type": "number"},
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"activity_level": {"type": "string"},
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"goal": {"type": "string"},
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},
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"required": ["weight_kg", "height_cm", "age"],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "log_meal",
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"description": "Записать приём пищи. LLM оценит ккал и БЖУ из текста.",
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"parameters": {
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"type": "object",
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"properties": {
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"text": {"type": "string", "description": "Что съел"},
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"meal_type": {"type": "string"},
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},
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"required": ["text"],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "log_water",
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"description": "Записать воду в мл.",
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"parameters": {
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"type": "object",
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"properties": {
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"amount_ml": {"type": "integer"},
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},
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"required": ["amount_ml"],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "log_weight",
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"description": "Записать вес в кг.",
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"parameters": {
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"type": "object",
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"properties": {
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"weight_kg": {"type": "number"},
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"body_fat_pct": {"type": "number"},
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"notes": {"type": "string"},
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},
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"required": ["weight_kg"],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "log_workout",
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"description": "Записать тренировку из текста.",
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"parameters": {
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"type": "object",
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"properties": {
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"text": {"type": "string"},
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},
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"required": ["text"],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "lookup_food",
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"description": "Поиск продукта в Open Food Facts (ккал на 100г).",
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"parameters": {
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"type": "object",
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"properties": {
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"query": {"type": "string"},
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"limit": {"type": "integer"},
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},
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"required": ["query"],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "lookup_exercise",
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"description": "Поиск упражнения в базе wger.",
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"parameters": {
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"type": "object",
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"properties": {
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"query": {"type": "string"},
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"limit": {"type": "integer"},
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},
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"required": ["query"],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "set_fitness_reminder",
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"description": "Вкл/выкл или настроить напоминание: water, meal, workout, weigh_in.",
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"parameters": {
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"type": "object",
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"properties": {
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"kind": {"type": "string"},
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"enabled": {"type": "boolean"},
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"hour": {"type": "integer"},
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"minute": {"type": "integer"},
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"interval_hours": {"type": "integer"},
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},
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"required": ["kind"],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "get_weather",
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"description": (
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"ОБЯЗАТЕЛЬНО для вопросов о погоде, «что на улице», «будет ли дождь». "
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"Текущая погода и прогноз по часам."
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),
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"parameters": {
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"type": "object",
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"properties": {
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"hours_ahead": {
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"type": "integer",
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"description": "Сколько часов прогноза (по умолчанию 12)",
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},
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},
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"required": [],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "get_morning_briefing",
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"description": "Утренний брифинг: погода и заголовки новостей.",
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"parameters": {
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"type": "object",
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"properties": {
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"include_news": {
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"type": "boolean",
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"description": "Включить новости (по умолчанию true)",
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},
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},
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"required": [],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "generate_image",
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"description": (
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"Аниме-картинка (Anima через RP-чат). "
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"«Нарисуй себя» / портрет персонажа → draw_self=true. "
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"Другая сцена → scene_description на английском (booru-теги). "
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"Внешность берётся из карточки персонажа. Только по запросу или когда уместно."
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),
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"parameters": {
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"type": "object",
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"properties": {
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"draw_self": {
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"type": "boolean",
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"description": "Нарисовать персонажа из карточки в контексте текущего чата",
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},
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"scene_description": {
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"type": "string",
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"description": "Описание сцены на английском (booru-теги), если не draw_self",
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},
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},
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"required": [],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "list_work_items",
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"description": (
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"Только задачи, созданные ЭТИМ ассистентом через create_work_item (локальная БД). "
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"НЕ использовать для общего вопроса «какие задачи в Taiga» — для того list_taiga_tasks."
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),
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"parameters": {
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"type": "object",
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"properties": {
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"status": {"type": "string", "description": "open или closed"},
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"limit": {"type": "integer"},
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},
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"required": [],
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},
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},
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},
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]
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async def execute_tool(
|
||
db: Session,
|
||
name: str,
|
||
arguments: dict[str, Any],
|
||
*,
|
||
session_id: int | None = None,
|
||
) -> str:
|
||
pomodoro = PomodoroService(db)
|
||
projects = ProjectService(db)
|
||
memory = MemoryService(db)
|
||
fitness = FitnessService(db)
|
||
|
||
try:
|
||
if name == "get_pomodoro_status":
|
||
result = pomodoro.get_status()
|
||
elif name == "start_pomodoro":
|
||
result = pomodoro.start_work(
|
||
duration_min=arguments.get("duration_min"),
|
||
task_note=arguments.get("task_note", ""),
|
||
)
|
||
elif name == "start_short_break":
|
||
result = pomodoro.start_short_break(duration_min=arguments.get("duration_min"))
|
||
elif name == "start_long_break":
|
||
result = pomodoro.start_long_break(duration_min=arguments.get("duration_min"))
|
||
elif name == "stop_pomodoro":
|
||
result = pomodoro.stop(
|
||
result=arguments.get("result", ""),
|
||
completed=arguments.get("completed", False),
|
||
)
|
||
elif name == "skip_pomodoro_phase":
|
||
result = pomodoro.skip_phase()
|
||
elif name == "reset_pomodoro_cycle":
|
||
result = pomodoro.reset_cycle(clear_task=arguments.get("clear_task", False))
|
||
elif name == "get_pomodoro_history":
|
||
result = pomodoro.history(limit=arguments.get("limit", 10))
|
||
elif name == "sync_taiga_projects":
|
||
result = projects.sync_taiga_projects()
|
||
elif name == "list_taiga_projects":
|
||
result = projects.list_projects()
|
||
elif name == "list_taiga_tasks":
|
||
result = projects.list_taiga_open_tasks(
|
||
project_slug=arguments.get("project_slug"),
|
||
limit=arguments.get("limit", 20),
|
||
)
|
||
elif name == "create_work_item":
|
||
result = await projects.create_work_item(
|
||
arguments.get("text", ""),
|
||
project_slug=arguments.get("project_slug"),
|
||
)
|
||
elif name == "list_work_items":
|
||
result = projects.list_work_items(
|
||
limit=arguments.get("limit", 20),
|
||
status=arguments.get("status"),
|
||
)
|
||
elif name == "remember_fact":
|
||
result = memory.remember_fact(
|
||
arguments.get("content", ""),
|
||
category=arguments.get("category", "fact"),
|
||
importance=arguments.get("importance", 3),
|
||
session_id=session_id,
|
||
source="tool",
|
||
)
|
||
elif name == "recall_memories":
|
||
result = memory.recall_memories(
|
||
query=arguments.get("query"),
|
||
category=arguments.get("category"),
|
||
limit=arguments.get("limit", 20),
|
||
)
|
||
elif name == "forget_memory":
|
||
result = memory.forget_memory(int(arguments["memory_id"]))
|
||
elif name == "update_profile":
|
||
updates = {
|
||
k: arguments[k]
|
||
for k in ("name", "age", "timezone", "language", "notes")
|
||
if k in arguments and arguments[k] is not None
|
||
}
|
||
result = memory.update_profile(updates)
|
||
elif name == "update_session_summary":
|
||
result = memory.update_session_summary(
|
||
int(arguments["session_id"]),
|
||
arguments.get("summary", ""),
|
||
)
|
||
elif name == "get_fitness_summary":
|
||
result = fitness.get_daily_summary()
|
||
elif name == "set_fitness_profile":
|
||
updates = {
|
||
k: arguments[k]
|
||
for k in (
|
||
"sex", "age", "height_cm", "weight_kg", "activity_level",
|
||
"goal", "target_weight_kg", "weekly_workouts",
|
||
)
|
||
if k in arguments and arguments[k] is not None
|
||
}
|
||
result = fitness.set_profile(updates)
|
||
elif name == "calc_fitness_targets":
|
||
result = fitness.calc_targets(arguments)
|
||
elif name == "log_meal":
|
||
structured = await structure_meal(arguments.get("text", ""))
|
||
result = fitness.log_meal(
|
||
description=structured.get("description") or arguments.get("text", ""),
|
||
meal_type=arguments.get("meal_type") or structured.get("meal_type") or "snack",
|
||
calories=float(structured.get("calories") or 0),
|
||
protein_g=float(structured.get("protein_g") or 0),
|
||
fat_g=float(structured.get("fat_g") or 0),
|
||
carbs_g=float(structured.get("carbs_g") or 0),
|
||
source="llm",
|
||
estimated=True,
|
||
)
|
||
elif name == "log_water":
|
||
result = fitness.log_water(int(arguments.get("amount_ml", 250)))
|
||
elif name == "log_weight":
|
||
result = fitness.log_weight(
|
||
float(arguments["weight_kg"]),
|
||
body_fat_pct=arguments.get("body_fat_pct"),
|
||
notes=arguments.get("notes", ""),
|
||
)
|
||
elif name == "log_workout":
|
||
structured = await structure_workout(arguments.get("text", ""))
|
||
result = fitness.log_workout(
|
||
title=structured.get("title") or "Тренировка",
|
||
notes=structured.get("notes") or arguments.get("text", ""),
|
||
duration_min=structured.get("duration_min"),
|
||
exercises=structured.get("exercises"),
|
||
)
|
||
elif name == "lookup_food":
|
||
result = OpenFoodFactsClient().search(
|
||
arguments.get("query", ""),
|
||
limit=arguments.get("limit", 5),
|
||
)
|
||
elif name == "lookup_exercise":
|
||
result = WgerClient().search_exercises(
|
||
arguments.get("query", ""),
|
||
limit=arguments.get("limit", 8),
|
||
)
|
||
elif name == "set_fitness_reminder":
|
||
result = fitness.set_reminder(
|
||
arguments.get("kind", "water"),
|
||
enabled=arguments.get("enabled"),
|
||
hour=arguments.get("hour"),
|
||
minute=arguments.get("minute"),
|
||
interval_hours=arguments.get("interval_hours"),
|
||
)
|
||
elif name == "get_weather":
|
||
hours = int(arguments.get("hours_ahead") or 12)
|
||
client = OpenMeteoClient()
|
||
weather = client.fetch_current_and_hourly(hours_ahead=hours)
|
||
result = {
|
||
"weather": weather,
|
||
"rain_summary": client.rain_summary(hours_ahead=hours) if weather.get("ok") else "",
|
||
}
|
||
elif name == "get_morning_briefing":
|
||
include_news = arguments.get("include_news", True)
|
||
result = build_weather_briefing(
|
||
hours_ahead=12,
|
||
include_news=bool(include_news),
|
||
)
|
||
elif name == "generate_image":
|
||
result = await run_generate_image(
|
||
db,
|
||
session_id=session_id,
|
||
draw_self=bool(arguments.get("draw_self")),
|
||
scene_description=arguments.get("scene_description", ""),
|
||
)
|
||
else:
|
||
return json.dumps({"error": f"Unknown tool: {name}"}, ensure_ascii=False)
|
||
|
||
return json.dumps(result, ensure_ascii=False)
|
||
except ValueError as exc:
|
||
return json.dumps({"error": str(exc)}, ensure_ascii=False)
|
||
except Exception as exc:
|
||
return json.dumps({"error": str(exc)}, ensure_ascii=False)
|