smart tdee

backend/app/chat/service.py

@@ -20,7 +20,7 @@ from app.chat.notices import (
 )
 from app.fitness.context import format_fitness_context, get_fitness_snapshot
 from app.homelab.context import format_datetime_context
-from app.homelab.openmeteo import format_weather_snapshot
+from app.homelab.openmeteo import OpenMeteoClient, format_weather_snapshot
 from app.memory.context import (
     format_identity_hint,
     format_memory_context,
@@ -34,6 +34,7 @@ from app.db.models import ChatSession, Message
 from app.llm.client import LLMClient
 from app.pomodoro.service import PomodoroService
 from app.tools.registry import TOOL_DEFINITIONS, execute_tool
+from app.vision.analyze import format_vision_turn_hint
 
 MAX_TOOL_ROUNDS = 5
 MAX_HISTORY_MESSAGES = 40
@@ -45,6 +46,11 @@ _DOMAIN_KEYWORDS: dict[str, tuple[str, ...]] = {
     "shopping": ("покуп", "магазин", "список", "shopping", "корзин"),
     "reminders": ("напомин", "календар", "событи", "дедлайн", "встреч", "план"),
     "projects": ("taiga", "gitea", "задач", "проект", "git", "issue", "коммит", "ветк"),
+    "weather": (
+        "погод", "дожд", "снег", "ветер", "температур", "градус", "мороз", "жар",
+        "на улице", "одеть", "зонт", "прогноз", "завтра", "послезавтра", "выходн",
+        "weather", "rain", "forecast", "umbrella", "outside",
+    ),
 }
 
 logger = logging.getLogger(__name__)
@@ -186,7 +192,12 @@ class ChatService:
             self._optional_domain("fitness", user_query, lambda: fitness_snapshot, format_fitness_context),
             self._optional_domain("shopping", user_query, lambda: shopping_snapshot, format_shopping_context),
             self._optional_domain("reminders", user_query, lambda: reminders_snapshot, format_reminders_context),
-            format_weather_snapshot(),
+            self._optional_domain(
+                "weather",
+                user_query,
+                lambda: OpenMeteoClient().fetch_forecast(hours_ahead=6, days_ahead=7),
+                lambda snap: format_weather_snapshot(snap, include_daily=True),
+            ),
             format_pomodoro_context(status),
             self._optional_domain("projects", user_query, lambda: projects_snapshot, format_projects_context),
         ]
@@ -201,6 +212,9 @@ class ChatService:
             identity_hint = format_identity_hint(memory_snapshot, last_user)
             if identity_hint:
                 system_prompt += f"\n\n{identity_hint}"
+            vision_hint = format_vision_turn_hint(last_user)
+            if vision_hint:
+                system_prompt += f"\n\n{vision_hint}"
         if len(all_chat) > MAX_HISTORY_MESSAGES:
             system_prompt += (
                 f"\n\n[История чата: в контексте последние {MAX_HISTORY_MESSAGES} "