added RAG, Multiuser, TG bot

2026-06-13 20:20:56 +00:00
parent 66e1b0e29e
commit c8a9429bed
142 changed files with 19901 additions and 8790 deletions
@@ -1,55 +1,94 @@
-from typing import Any
-
-from sqlalchemy.orm import Session
-
-from app.fitness.service import FitnessService
-
-
-def get_fitness_snapshot(db: Session) -> dict[str, Any]:
-    return FitnessService(db).snapshot()
-
-
-def format_fitness_context(snapshot: dict[str, Any]) -> str:
-    lines = ["[Фитнес — сводка на сегодня]"]
-
-    profile = snapshot.get("profile")
-    if not profile:
-        lines.append("Профиль не настроен. set_fitness_profile для целей ккал/БЖУ/воды.")
-    else:
-        lines.append(
-            f"Цели: {profile.get('calorie_target')} ккал, "
-            f"Б {profile.get('protein_g')} / Ж {profile.get('fat_g')} / У {profile.get('carbs_g')} г, "
-            f"вода {profile.get('water_l')} л"
-        )
-        if profile.get("goal"):
-            lines.append(
-                f"Цель: {profile.get('goal')}, вес {profile.get('weight_kg')} кг, "
-                f"рост {profile.get('height_cm')} см"
-            )
-
-    today = snapshot.get("today") or {}
-    totals = today.get("totals") or {}
-    targets = today.get("targets") or {}
-    water_l = totals.get("water_ml", 0) / 1000
-    water_target = targets.get("water_ml", 2500) / 1000
-
-    lines.append("")
-    lines.append(
-        f"Съедено: {totals.get('calories', 0):.0f}/{targets.get('calories', 0):.0f} ккал · "
-        f"Б {totals.get('protein_g', 0):.0f}/{targets.get('protein_g', 0):.0f} · "
-        f"Ж {totals.get('fat_g', 0):.0f}/{targets.get('fat_g', 0):.0f} · "
-        f"У {totals.get('carbs_g', 0):.0f}/{targets.get('carbs_g', 0):.0f} г"
-    )
-    lines.append(f"Вода: {water_l:.1f}/{water_target:.1f} л")
-
-    workouts = today.get("workouts") or []
-    if workouts:
-        lines.append(f"Тренировок сегодня: {len(workouts)}")
-
-    lines.append("")
-    lines.append(
-        "Правила: log_meal, log_water, log_weight, log_workout, get_fitness_summary (date/days_ago), get_fitness_history, "
-        "set_fitness_profile, calc_fitness_targets, lookup_food, lookup_exercise. "
-        "Еда — оценка LLM (≈), пользователь может уточнить."
-    )
-    return "\n".join(lines)
+from typing import Any
+
+from sqlalchemy.orm import Session
+
+from app.fitness.service import FitnessService
+
+
+def get_fitness_snapshot(db: Session, user_id: int) -> dict[str, Any]:
+    return FitnessService(db, user_id).snapshot()
+
+
+def format_fitness_context(snapshot: dict[str, Any]) -> str:
+    lines = ["[Фитнес — сводка на сегодня]"]
+
+    profile = snapshot.get("profile")
+    if not profile:
+        lines.append("Профиль не настроен. set_fitness_profile для целей ккал/БЖУ/воды.")
+    else:
+        lines.append(
+            f"Цели (база): {profile.get('calorie_target')} ккал, "
+            f"Б {profile.get('protein_g')} / Ж {profile.get('fat_g')} / У {profile.get('carbs_g')} г, "
+            f"вода {profile.get('water_l')} л"
+        )
+        if profile.get("goal"):
+            lines.append(
+                f"Цель: {profile.get('goal')}, вес {profile.get('weight_kg')} кг, "
+                f"рост {profile.get('height_cm')} см"
+            )
+
+    today = snapshot.get("today") or {}
+    totals = today.get("totals") or {}
+    targets = today.get("targets") or {}
+    targets_base = today.get("targets_base") or {}
+    activity = today.get("activity") or {}
+    steps_total = today.get("steps_total") or 0
+    water_l = totals.get("water_ml", 0) / 1000
+    water_target = targets.get("water_ml", 2500) / 1000
+
+    if profile and (activity.get("total_bonus_kcal") or steps_total):
+        lines.append(
+            f"Активность: шаги {steps_total} (база {activity.get('steps_baseline', 0)}), "
+            f"бонус +{activity.get('total_bonus_kcal', 0)} ккал"
+        )
+        base_cal = targets_base.get("calories", profile.get("calorie_target"))
+        lines.append(f"Эффективная цель ккал: {base_cal} → {targets.get('calories', base_cal)}")
+
+    lines.append("")
+    lines.append(
+        f"Съедено: {totals.get('calories', 0):.0f}/{targets.get('calories', 0):.0f} ккал · "
+        f"Б {totals.get('protein_g', 0):.0f}/{targets.get('protein_g', 0):.0f} · "
+        f"Ж {totals.get('fat_g', 0):.0f}/{targets.get('fat_g', 0):.0f} · "
+        f"У {totals.get('carbs_g', 0):.0f}/{targets.get('carbs_g', 0):.0f} г"
+    )
+    lines.append(f"Вода: {water_l:.1f}/{water_target:.1f} л")
+
+    workouts = today.get("workouts") or []
+    if workouts:
+        lines.append(f"Тренировок сегодня: {len(workouts)}")
+
+    stats = snapshot.get("workout_stats") or {}
+    if stats.get("count"):
+        lines.append(
+            f"Тренировки за {stats.get('days', 7)} дн.: {stats.get('count')} "
+            f"(цель/нед {stats.get('weekly_target')}, серия {stats.get('streak')} дн.)"
+        )
+
+    latest = (snapshot.get("body_metrics") or [None])[0]
+    if latest:
+        lines.append("")
+        lines.append("Антропометрия (последняя):")
+        parts = [f"{latest.get('weight_kg')} кг"]
+        if latest.get("body_fat_pct") is not None:
+            method = latest.get("body_fat_method") or "?"
+            parts.append(f"жир {latest.get('body_fat_pct')}% ({method})")
+        if latest.get("neck_cm"):
+            parts.append(f"шея {latest.get('neck_cm')}")
+        if latest.get("waist_cm"):
+            parts.append(f"талия {latest.get('waist_cm')}")
+        if latest.get("hip_cm"):
+            parts.append(f"бёдра {latest.get('hip_cm')}")
+        if latest.get("whr"):
+            parts.append(f"WHR {latest.get('whr')}")
+        if latest.get("ffmi"):
+            parts.append(f"FFMI {latest.get('ffmi')}")
+        lines.append(" · ".join(parts))
+
+    lines.append("")
+    lines.append(
+        "Правила: log_meal, log_water, log_weight (обхваты → Navy), log_steps, log_workout (date/days_ago), "
+        "calc_body_composition (расчёт без записи), get_fitness_summary (date/days_ago), get_fitness_history, "
+        "set_fitness_profile, calc_fitness_targets, lookup_food, lookup_exercise. "
+        "Еда — оценка LLM (≈), пользователь может уточнить."
+    )
+    return chr(10).join(lines)