models + refactor

Reviewed-on: #4

.context.md

@@ -0,0 +1,33 @@
+# Project Context: AI Char Bot
+
+## Overview
+Python backend project using FastAPI and MongoDB (Motor).
+Root: `/Users/xds/develop/py projects/ai-char-bot`
+
+## Architecture
+- **API Layer**: `api/endpoints` (FastAPI routers).
+- **Service Layer**: `api/service` (Business logic).
+- **Data Layer**: `repos` (DAOs and Repositories).
+- **Models**: `models` (Domain models) and `api/models` (Request/Response DTOs).
+- **Adapters**: `adapters` (External services like S3, Google Gemini).
+
+## Coding Standards & Preferences
+- **Type Hinting**: Use `Type | None` instead of `Optional[Type]` (Python 3.10+ style).
+- **Async/Await**: Extensive use of `asyncio` and asynchronous DB drivers.
+- **Error Handling**:
+    - Repositories should return `None` if an entity is not found (e.g., `toggle_like`).
+    - Services/Routers handle `HTTPException`.
+
+## Key Features & Implementation Details
+- **Generations**:
+    - Managed by `GenerationService` and `GenerationRepo`.
+    - `toggle_like` returns `bool | None` (True=Liked, False=Unliked, None=Not Found).
+    - `get_generations` requires `current_user_id` to correctly calculate `is_liked`.
+- **Ideas**:
+    - Managed by `IdeaService` and `IdeaRepo`.
+    - Can have linked generations.
+    - When fetching generations for an idea, ensure `current_user_id` is passed to `GenerationService`.
+
+## Recent Changes
+- Refactored `toggle_like` to handle non-existent generations and return `bool | None`.
+- Updated `IdeaRouter` to pass `current_user_id` when fetching generations to ensure `is_liked` flag is correct.

.gemini/AGENTS.md

@@ -0,0 +1,33 @@
+# Project Context: AI Char Bot
+
+## Overview
+Python backend project using FastAPI and MongoDB (Motor).
+Root: `/Users/xds/develop/py projects/ai-char-bot`
+
+## Architecture
+- **API Layer**: `api/endpoints` (FastAPI routers).
+- **Service Layer**: `api/service` (Business logic).
+- **Data Layer**: `repos` (DAOs and Repositories).
+- **Models**: `models` (Domain models) and `api/models` (Request/Response DTOs).
+- **Adapters**: `adapters` (External services like S3, Google Gemini).
+
+## Coding Standards & Preferences
+- **Type Hinting**: Use `Type | None` instead of `Optional[Type]` (Python 3.10+ style).
+- **Async/Await**: Extensive use of `asyncio` and asynchronous DB drivers.
+- **Error Handling**:
+    - Repositories should return `None` if an entity is not found (e.g., `toggle_like`).
+    - Services/Routers handle `HTTPException`.
+
+## Key Features & Implementation Details
+- **Generations**:
+    - Managed by `GenerationService` and `GenerationRepo`.
+    - `toggle_like` returns `bool | None` (True=Liked, False=Unliked, None=Not Found).
+    - `get_generations` requires `current_user_id` to correctly calculate `is_liked`.
+- **Ideas**:
+    - Managed by `IdeaService` and `IdeaRepo`.
+    - Can have linked generations.
+    - When fetching generations for an idea, ensure `current_user_id` is passed to `GenerationService`.
+
+## Recent Changes
+- Refactored `toggle_like` to handle non-existent generations and return `bool | None`.
+- Updated `IdeaRouter` to pass `current_user_id` when fetching generations to ensure `is_liked` flag is correct.

.gitignore

@@ -9,3 +9,18 @@ minio_backup.tar.gz
 .idea
 .venv
 .vscode
+.vscode/launch.json
+middlewares/__pycache__/
+middlewares/*.pyc
+api/__pycache__/
+api/*.pyc
+repos/__pycache__/
+repos/*.pyc
+adapters/__pycache__/
+adapters/*.pyc
+services/__pycache__/
+services/*.pyc
+utils/__pycache__/
+utils/*.pyc
+.vscode/launch.json
+repos/__pycache__/assets_repo.cpython-313.pyc

.vscode/launch.json

@@ -7,7 +7,7 @@
             "request": "launch",
             "module": "uvicorn",
             "args": [
-                "main:app",
+                "aiws:app",
                 "--reload",
                 "--port",
                 "8090",
@@ -16,31 +16,6 @@
             ],
             "jinja": true,
             "justMyCode": true
-        },
-        {
-            "name": "Python: Current File",
-            "type": "debugpy",
-            "request": "launch",
-            "program": "${file}",
-            "console": "integratedTerminal",
-            "justMyCode": true,
-            "env": {
-                "PYTHONPATH": "${workspaceFolder}"
-            }
-        },
-        {
-            "name": "Debug Tests: Current File",
-            "type": "debugpy",
-            "request": "launch",
-            "module": "pytest",
-            "args": [
-                "${file}"
-            ],
-            "console": "integratedTerminal",
-            "justMyCode": true,
-            "env": {
-                "PYTHONPATH": "${workspaceFolder}"
-            }
         }
     ]
 }

adapters/google_adapter.py

@@ -8,7 +8,7 @@ from google import genai
 from google.genai import types
 
 from adapters.Exception import GoogleGenerationException
-from models.enums import AspectRatios, Quality
+from models.enums import AspectRatios, Quality, TextModel, ImageModel
 
 logger = logging.getLogger(__name__)
 
@@ -19,36 +19,37 @@ class GoogleAdapter:
             raise ValueError("API Key for Gemini is missing")
         self.client = genai.Client(api_key=api_key)
 
-        # Константы моделей
+    def _prepare_contents(self, prompt: str, images_list: List[bytes] | None = None) -> tuple:
-        self.TEXT_MODEL = "gemini-3-pro-preview"
+        """Вспомогательный метод для подготовки контента (текст + картинки).
-        self.IMAGE_MODEL = "gemini-3-pro-image-preview"
+        Returns (contents, opened_images) — caller MUST close opened_images after use."""
-
+        contents : list [Any]= [prompt]
-    def _prepare_contents(self, prompt: str, images_list: List[bytes] = None) -> list:
+        opened_images = []
-        """Вспомогательный метод для подготовки контента (текст + картинки)"""
-        contents = [prompt]
         if images_list:
             logger.info(f"Preparing content with {len(images_list)} images")
             for img_bytes in images_list:
                 try:
-                    # Gemini API требует PIL Image на входе
                     image = Image.open(io.BytesIO(img_bytes))
                     contents.append(image)
+                    opened_images.append(image)
                 except Exception as e:
                     logger.error(f"Error processing input image: {e}")
         else:
             logger.info("Preparing content with no images")
-        return contents
+        return contents, opened_images
 
-    def generate_text(self, prompt: str, images_list: List[bytes] = None) -> str:
+    def generate_text(self, prompt: str, model: str = "gemini-3.1-pro-preview", images_list: List[bytes] | None = None) -> str:
         """
         Генерация текста (Чат или Vision).
         Возвращает строку с ответом.
         """
-        contents = self._prepare_contents(prompt, images_list)
+        if model not in [m.value for m in TextModel]:
-        logger.info(f"Generating text: {prompt}")
+            raise ValueError(f"Invalid model for text generation: {model}. Expected one of: {[m.value for m in TextModel]}")
+
+        contents, opened_images = self._prepare_contents(prompt, images_list)
+        logger.info(f"Generating text: {prompt} with model: {model}")
         try:
             response = self.client.models.generate_content(
-                model=self.TEXT_MODEL,
+                model=model,
                 contents=contents,
                 config=types.GenerateContentConfig(
                     response_modalities=['TEXT'],
@@ -68,22 +69,27 @@ class GoogleAdapter:
         except Exception as e:
             logger.error(f"Gemini Text API Error: {e}")
             raise GoogleGenerationException(f"Gemini Text API Error: {e}")
+        finally:
+            for img in opened_images:
+                img.close()
 
-    def generate_image(self, prompt: str, aspect_ratio: AspectRatios, quality: Quality, images_list: List[bytes] = None, ) -> Tuple[List[io.BytesIO], Dict[str, Any]]:
+    def generate_image(self, prompt: str, aspect_ratio: AspectRatios, quality: Quality, model: str = "gemini-3-pro-image-preview", images_list: List[bytes] | None = None, ) -> Tuple[List[io.BytesIO], Dict[str, Any]]:
         """
         Генерация изображений (Text-to-Image или Image-to-Image).
         Возвращает список байтовых потоков (готовых к отправке).
         """
+        if model not in [m.value for m in ImageModel]:
+            raise ValueError(f"Invalid model for image generation: {model}. Expected one of: {[m.value for m in ImageModel]}")
 
-        contents = self._prepare_contents(prompt, images_list)
+        contents, opened_images = self._prepare_contents(prompt, images_list)
-        logger.info(f"Generating image. Prompt length: {len(prompt)}, Ratio: {aspect_ratio}, Quality: {quality}")
+        logger.info(f"Generating image. Prompt length: {len(prompt)}, Ratio: {aspect_ratio}, Quality: {quality}, Model: {model}")
 
         start_time = datetime.now()
         token_usage = 0
         
         try:
             response = self.client.models.generate_content(
-                model=self.IMAGE_MODEL,
+                model=model,
                 contents=contents,
                 config=types.GenerateContentConfig(
                     response_modalities=['IMAGE'],
@@ -101,8 +107,20 @@ class GoogleAdapter:
             if response.usage_metadata:
                 token_usage = response.usage_metadata.total_token_count
 
-            if response.parts is None and response.candidates[0].finish_reason is not None:
+            # Check prompt-level block (e.g. PROHIBITED_CONTENT) — no candidates in this case
-                raise GoogleGenerationException(f"Generation blocked in cause of {response.candidates[0].finish_reason.value}")
+            if response.prompt_feedback and response.prompt_feedback.block_reason:
+                raise GoogleGenerationException(
+                    f"Generation blocked at prompt level: {response.prompt_feedback.block_reason.value}"
+                )
+
+            # Check candidate-level block
+            if response.parts is None:
+                response_reason = (
+                    response.candidates[0].finish_reason
+                    if response.candidates and len(response.candidates) > 0
+                    else "Unknown"
+                )
+                raise GoogleGenerationException(f"Generation blocked: {response_reason}")
 
             generated_images = []
 
@@ -113,7 +131,9 @@ class GoogleAdapter:
                         try:
                             # 1. Берем сырые байты
                             raw_data = part.inline_data.data
-                            byte_arr = io.BytesIO(raw_data)
+                            if raw_data is None:
+                                raise GoogleGenerationException("Generation returned no data")
+                            byte_arr : io.BytesIO = io.BytesIO(raw_data)
 
                             # 2. Нейминг (формально, для TG)
                             timestamp = datetime.now().timestamp()
@@ -148,3 +168,7 @@ class GoogleAdapter:
         except Exception as e:
             logger.error(f"Gemini Image API Error: {e}")
             raise GoogleGenerationException(f"Gemini Image API Error: {e}")
+        finally:
+            for img in opened_images:
+                img.close()
+            del contents

adapters/s3_adapter.py

@@ -1,5 +1,5 @@
 from contextlib import asynccontextmanager
-from typing import Optional, BinaryIO
+from typing import Optional, BinaryIO, AsyncGenerator
 import aioboto3
 from botocore.exceptions import ClientError
 import os
@@ -18,7 +18,7 @@ class S3Adapter:
 
     @asynccontextmanager
     async def _get_client(self):
-        async with self.session.client(
+        async with self.session.client(  # type: ignore[reportGeneralTypeIssues]
             "s3",
             endpoint_url=self.endpoint_url,
             aws_access_key_id=self.aws_access_key_id,
@@ -56,6 +56,37 @@ class S3Adapter:
             print(f"Error downloading from S3: {e}")
             return None
 
+    async def get_file_size(self, object_name: str) -> Optional[int]:
+        """Returns the size of the file in bytes."""
+        try:
+            async with self._get_client() as client:
+                response = await client.head_object(Bucket=self.bucket_name, Key=object_name)
+                return response['ContentLength']
+        except ClientError as e:
+            print(f"Error getting file size from S3: {e}")
+            return None
+
+    async def stream_file(self, object_name: str, range_header: Optional[str] = None, chunk_size: int = 65536) -> AsyncGenerator[bytes, None]:
+        """Streams a file from S3 yielding chunks. Memory-efficient for large files."""
+        try:
+            async with self._get_client() as client:
+                args = {'Bucket': self.bucket_name, 'Key': object_name}
+                if range_header:
+                    args['Range'] = range_header
+
+                response = await client.get_object(**args)
+                # aioboto3 Body is an aiohttp StreamReader wrapper
+                body = response['Body']
+                
+                while True:
+                    chunk = await body.read(chunk_size)
+                    if not chunk:
+                        break
+                    yield chunk
+        except ClientError as e:
+            print(f"Error streaming from S3: {e}")
+            return
+
     async def delete_file(self, object_name: str):
         """Deletes a file from S3."""
         try:

aiws.py

@@ -1,6 +1,5 @@
 import asyncio
 import logging
-import os
 from contextlib import asynccontextmanager
 
 from aiogram import Bot, Dispatcher, Router, F
@@ -9,7 +8,6 @@ from aiogram.enums import ParseMode
 from aiogram.filters import CommandStart, Command
 from aiogram.types import Message
 from aiogram.fsm.storage.mongo import MongoStorage
-from dotenv import load_dotenv
 from fastapi import FastAPI
 from motor.motor_asyncio import AsyncIOMotorClient
 from prometheus_client import Info
@@ -17,6 +15,7 @@ from starlette.middleware.cors import CORSMiddleware
 from prometheus_fastapi_instrumentator import Instrumentator
 
 # --- ИМПОРТЫ ПРОЕКТА ---
+from config import settings
 from adapters.google_adapter import GoogleAdapter
 from adapters.s3_adapter import S3Adapter
 from api.service.generation_service import GenerationService
@@ -43,17 +42,21 @@ from api.endpoints.auth import router as api_auth_router
 from api.endpoints.admin import router as api_admin_router
 from api.endpoints.album_router import router as api_album_router
 from api.endpoints.project_router import router as project_api_router
+from api.endpoints.idea_router import router as idea_api_router
+from api.endpoints.post_router import router as post_api_router
+from api.endpoints.environment_router import router as environment_api_router
+from api.endpoints.inspiration_router import router as inspiration_api_router
 
-load_dotenv()
 logger = logging.getLogger(__name__)
 
 # --- КОНФИГУРАЦИЯ ---
-BOT_TOKEN = os.getenv("BOT_TOKEN")
+# Настройки теперь берутся из config.py
-GEMINI_API_KEY = os.getenv("GEMINI_API_KEY")
+BOT_TOKEN = settings.BOT_TOKEN
+GEMINI_API_KEY = settings.GEMINI_API_KEY
 
-MONGO_HOST = os.getenv("MONGO_HOST")  # Например: mongodb://localhost:27017
+MONGO_HOST = settings.MONGO_HOST
-DB_NAME = os.getenv("DB_NAME", "my_bot_db")  # Имя базы данных
+DB_NAME = settings.DB_NAME
-ADMIN_ID = int(os.getenv("ADMIN_ID", 0))
+ADMIN_ID = settings.ADMIN_ID
 
 
 def setup_logging():
@@ -63,6 +66,8 @@ def setup_logging():
 
 
 # --- ИНИЦИАЛИЗАЦИЯ ЗАВИСИМОСТЕЙ ---
+if BOT_TOKEN is None:
+    raise ValueError("BOT_TOKEN is not set")
 bot = Bot(token=BOT_TOKEN, default=DefaultBotProperties(parse_mode=ParseMode.HTML))
 
 # Клиент БД создаем глобально, чтобы он был доступен и боту (Storage), и API
@@ -75,15 +80,19 @@ char_repo = CharacterRepo(mongo_client)
 
 # S3 Adapter
 s3_adapter = S3Adapter(
-    endpoint_url=os.getenv("MINIO_ENDPOINT", "http://31.59.58.220:9000"),
+    endpoint_url=settings.MINIO_ENDPOINT,
-    aws_access_key_id=os.getenv("MINIO_ACCESS_KEY", "minioadmin"),
+    aws_access_key_id=settings.MINIO_ACCESS_KEY,
-    aws_secret_access_key=os.getenv("MINIO_SECRET_KEY", "minioadmin"),
+    aws_secret_access_key=settings.MINIO_SECRET_KEY,
-    bucket_name=os.getenv("MINIO_BUCKET", "ai-char")
+    bucket_name=settings.MINIO_BUCKET
 )
 
 dao = DAO(mongo_client, s3_adapter)  # Главный DAO для бота
+if GEMINI_API_KEY is None:
+    raise ValueError("GEMINI_API_KEY is not set")
 gemini = GoogleAdapter(api_key=GEMINI_API_KEY)
-generation_service = GenerationService(dao, gemini, bot)
+if bot is None:
+    raise ValueError("bot is not set")
+generation_service = GenerationService(dao=dao, gemini=gemini, s3_adapter=s3_adapter, bot=bot)
 album_service = AlbumService(dao)
 
 # Dispatcher
@@ -120,6 +129,18 @@ assets_router.message.middleware(AuthMiddleware(repo=users_repo, admin_id=ADMIN_
 gen_router.message.middleware(AlbumMiddleware(latency=0.8))
 
 
+async def start_scheduler(service: GenerationService):
+    while True:
+        try:
+            logger.info("Running scheduler for stacked generation killing")
+            await service.cleanup_stale_generations()
+            await service.cleanup_old_data(days=14)
+        except asyncio.CancelledError:
+             break
+        except Exception as e:
+            logger.error(f"Scheduler error: {e}")
+        await asyncio.sleep(60) # Check every 60 seconds
+
 # --- LIFESPAN (Запуск FastAPI + Bot) ---
 @asynccontextmanager
 async def lifespan(app: FastAPI):
@@ -151,17 +172,28 @@ async def lifespan(app: FastAPI):
     # )
     # print("🤖 Bot polling started")
 
+    # 3. ЗАПУСК ШЕДУЛЕРА
+    scheduler_task = asyncio.create_task(start_scheduler(generation_service))
+    print("⏰ Scheduler started")
+
     yield
 
     # --- SHUTDOWN ---
     print("🛑 Shutting down...")
     
-    # 3. Остановка бота
+    # 4. Остановка шедулера
-    polling_task.cancel()
+    scheduler_task.cancel()
     try:
-        await polling_task
+        await scheduler_task
     except asyncio.CancelledError:
-        print("🤖 Bot polling stopped")
+        print("⏰ Scheduler stopped")
+    
+    # 3. Остановка бота
+    # polling_task.cancel()
+    # try:
+    #     await polling_task
+    # except asyncio.CancelledError:
+    #     print("🤖 Bot polling stopped")
 
     # 4. Отключение БД
     # Обычно Motor закрывать не обязательно при выходе, но хорошим тоном считается
@@ -188,6 +220,10 @@ app.include_router(api_char_router)
 app.include_router(api_gen_router)
 app.include_router(api_album_router)
 app.include_router(project_api_router)
+app.include_router(idea_api_router)
+app.include_router(post_api_router)
+app.include_router(environment_api_router)
+app.include_router(inspiration_api_router)
 
 # Prometheus Metrics (Instrument after all routers are added)
 Instrumentator(
@@ -226,7 +262,7 @@ if __name__ == "__main__":
     async def main():
         # Создаем конфигурацию uvicorn вручную
         # loop="asyncio" заставляет использовать стандартный цикл
-        config = uvicorn.Config(app, host="0.0.0.0", port=8090, loop="asyncio", timeout_keep_alive=120, env_file=".env.development")
+        config = uvicorn.Config(app, host="0.0.0.0", port=8090, loop="asyncio", timeout_keep_alive=120)
         server = uvicorn.Server(config)
 
         # Запускаем сервер (lifespan запустится внутри)

api/dependency.py

@@ -5,6 +5,7 @@ from motor.motor_asyncio import AsyncIOMotorClient
 from adapters.google_adapter import GoogleAdapter
 from api.service.generation_service import GenerationService
 from repos.dao import DAO
+from api.service.album_service import AlbumService
 
 
 # ... ваши импорты ...
@@ -45,7 +46,25 @@ def get_generation_service(
 ) -> GenerationService:
     return GenerationService(dao, gemini, s3_adapter, bot)
 
+from api.service.idea_service import IdeaService
+
+def get_idea_service(dao: DAO = Depends(get_dao)) -> IdeaService:
+    return IdeaService(dao)
+
 from fastapi import Header
 
 async def get_project_id(x_project_id: Optional[str] = Header(None, alias="X-Project-ID")) -> Optional[str]:
     return x_project_id
+
+async def get_album_service(dao: DAO = Depends(get_dao)) -> AlbumService:
+    return AlbumService(dao)
+
+from api.service.post_service import PostService
+
+def get_post_service(dao: DAO = Depends(get_dao)) -> PostService:
+    return PostService(dao)
+
+from api.service.inspiration_service import InspirationService
+
+def get_inspiration_service(dao: DAO = Depends(get_dao), s3_adapter: S3Adapter = Depends(get_s3_adapter)) -> InspirationService:
+    return InspirationService(dao, s3_adapter)

api/endpoints/admin.py

@@ -1,10 +1,12 @@
-from typing import Annotated, List
+from typing import Annotated
 
 from fastapi import APIRouter, Depends, HTTPException, status
 from fastapi.security import OAuth2PasswordBearer
 from pydantic import BaseModel
 
 from repos.user_repo import UsersRepo, UserStatus
+from api.dependency import get_dao
+from repos.dao import DAO
 from utils.security import verify_password, create_access_token, ACCESS_TOKEN_EXPIRE_MINUTES, ALGORITHM, SECRET_KEY
 from jose import JWTError, jwt
 from starlette.requests import Request
@@ -23,7 +25,7 @@ async def get_current_user(token: Annotated[str, Depends(oauth2_scheme)], repo:
     )
     try:
         payload = jwt.decode(token, SECRET_KEY, algorithms=[ALGORITHM])
-        username: str = payload.get("sub")
+        username: str | None = payload.get("sub")
         if username is None:
             raise credentials_exception
     except JWTError:
@@ -52,7 +54,7 @@ class UserResponse(BaseModel):
     class Config:
         from_attributes = True
 
-@router.get("/approvals", response_model=List[UserResponse])
+@router.get("/approvals", response_model=list[UserResponse])
 async def list_pending_users(
     admin: Annotated[dict, Depends(get_current_admin)],
     repo: Annotated[UsersRepo, Depends(get_users_repo)]

api/endpoints/album_router.py

@@ -1,27 +1,29 @@
-from typing import List, Optional
+from fastapi import APIRouter, HTTPException, status, Request
-from fastapi import APIRouter, Depends, HTTPException, status, Request
 from pydantic import BaseModel
 
 from api.models.GenerationRequest import GenerationResponse
 from models.Album import Album
 from repos.dao import DAO
+from api.dependency import get_album_service
+from api.service.album_service import AlbumService
+
 
 router = APIRouter(prefix="/api/albums", tags=["Albums"])
 
 class AlbumCreateRequest(BaseModel):
     name: str
-    description: Optional[str] = None
+    description: str | None = None
 
 class AlbumUpdateRequest(BaseModel):
-    name: Optional[str] = None
+    name: str | None = None
-    description: Optional[str] = None
+    description: str | None = None
 
 class AlbumResponse(BaseModel):
     id: str
     name: str
-    description: Optional[str] = None
+    description: str | None = None
-    generation_ids: List[str] = []
+    generation_ids: list[str] = []
-    cover_asset_id: Optional[str] = None # Not implemented yet
+    cover_asset_id: str | None = None # Not implemented yet
 
 @router.post("", response_model=AlbumResponse)
 async def create_album(request: Request, album_in: AlbumCreateRequest):
@@ -29,7 +31,7 @@ async def create_album(request: Request, album_in: AlbumCreateRequest):
     album = await service.create_album(name=album_in.name, description=album_in.description)
     return AlbumResponse(**album.model_dump())
 
-@router.get("", response_model=List[AlbumResponse])
+@router.get("", response_model=list[AlbumResponse])
 async def get_albums(request: Request, limit: int = 10, offset: int = 0):
     service: AlbumService = request.app.state.album_service
     albums = await service.get_albums(limit=limit, offset=offset)
@@ -74,7 +76,7 @@ async def remove_generation_from_album(request: Request, album_id: str, generati
         raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail="Album or Generation not found")
     return {"status": "success"}
 
-@router.get("/{album_id}/generations", response_model=List[GenerationResponse])
+@router.get("/{album_id}/generations", response_model=list[GenerationResponse])
 async def get_album_generations(request: Request, album_id: str, limit: int = 10, offset: int = 0):
     service: AlbumService = request.app.state.album_service
     generations = await service.get_generations_by_album(album_id, limit=limit, offset=offset)

api/endpoints/assets_router.py

@@ -1,4 +1,4 @@
-from typing import List, Optional, Dict, Any
+from typing import Any
 
 from aiogram.types import BufferedInputFile
 from bson import ObjectId
@@ -9,10 +9,10 @@ from pymongo import MongoClient
 from starlette import status
 from starlette.exceptions import HTTPException
 from starlette.requests import Request
-from starlette.responses import Response, JSONResponse
+from starlette.responses import Response, JSONResponse, StreamingResponse
 
 from adapters.s3_adapter import S3Adapter
-from api.models.AssetDTO import AssetsResponse, AssetResponse
+from api.models import AssetsResponse, AssetResponse
 from models.Asset import Asset, AssetType, AssetContentType
 from repos.dao import DAO
 from api.dependency import get_dao, get_mongo_client, get_s3_adapter
@@ -33,27 +33,100 @@ async def get_asset(
     asset_id: str, 
     request: Request,
     thumbnail: bool = False,
-    dao: DAO = Depends(get_dao)
+    dao: DAO = Depends(get_dao),
+    s3_adapter: S3Adapter = Depends(get_s3_adapter),
 ) -> Response:
     logger.debug(f"get_asset called for ID: {asset_id}, thumbnail={thumbnail}")
-    asset = await dao.assets.get_asset(asset_id)
+    # Загружаем только метаданные (без data/thumbnail bytes)
-    # 2. Проверка на существование
+    asset = await dao.assets.get_asset(asset_id, with_data=False)
     if not asset:
         raise HTTPException(status_code=404, detail="Asset not found")
     
-    headers = {
+    base_headers = {
-        # Кэшировать на 1 год (31536000 сек)
+        "Cache-Control": "public, max-age=31536000, immutable",
-        "Cache-Control": "public, max-age=31536000, immutable"
+        "Accept-Ranges": "bytes"
     }
     
-    content = asset.data
+    # Thumbnail: маленький, можно грузить в RAM
-    media_type = "image/png" # Default, or detect
+    if thumbnail:
+        if asset.minio_thumbnail_object_name and s3_adapter:
+            thumb_bytes = await s3_adapter.get_file(asset.minio_thumbnail_object_name)
+            if thumb_bytes:
+                return Response(content=thumb_bytes, media_type="image/jpeg", headers=base_headers)
+        # Fallback: thumbnail in DB
+        if asset.thumbnail:
+            return Response(content=asset.thumbnail, media_type="image/jpeg", headers=base_headers)
+        # No thumbnail available — fall through to main content
     
-    if thumbnail and asset.thumbnail:
+    # Main content: стримим из S3 без загрузки в RAM
-        content = asset.thumbnail
+    if asset.minio_object_name and s3_adapter:
-        media_type = "image/jpeg"
+        content_type = "image/png"
+        if asset.content_type == AssetContentType.VIDEO:
+             content_type = "video/mp4" # Or detect from extension if stored
+        elif asset.content_type == AssetContentType.IMAGE:
+             content_type = "image/png" # Default for images
         
-    return Response(content=content, media_type=media_type, headers=headers)
+        # Better content type detection based on extension if possible, but for now this is okay
+        if asset.minio_object_name.endswith(".mp4"):
+            content_type = "video/mp4"
+        elif asset.minio_object_name.endswith(".mov"):
+            content_type = "video/quicktime"
+        elif asset.minio_object_name.endswith(".jpg") or asset.minio_object_name.endswith(".jpeg"):
+            content_type = "image/jpeg"
+
+        # Handle Range requests for video streaming
+        range_header = request.headers.get("range")
+        file_size = await s3_adapter.get_file_size(asset.minio_object_name)
+        
+        if range_header and file_size:
+            try:
+                # Parse Range header: bytes=start-end
+                byte_range = range_header.replace("bytes=", "")
+                start_str, end_str = byte_range.split("-")
+                start = int(start_str)
+                end = int(end_str) if end_str else file_size - 1
+                
+                # Validate range
+                if start >= file_size:
+                     # 416 Range Not Satisfiable
+                     return Response(status_code=416, headers={"Content-Range": f"bytes */{file_size}"})
+                
+                chunk_size = end - start + 1
+                
+                headers = base_headers.copy()
+                headers.update({
+                    "Content-Range": f"bytes {start}-{end}/{file_size}",
+                    "Content-Length": str(chunk_size),
+                })
+                
+                # Pass the exact range string to S3
+                s3_range = f"bytes={start}-{end}"
+                
+                return StreamingResponse(
+                    s3_adapter.stream_file(asset.minio_object_name, range_header=s3_range),
+                    status_code=206,
+                    headers=headers,
+                    media_type=content_type
+                )
+            except ValueError:
+                pass # Fallback to full content if range parsing fails
+
+        # Full content response
+        headers = base_headers.copy()
+        if file_size:
+            headers["Content-Length"] = str(file_size)
+
+        return StreamingResponse(
+            s3_adapter.stream_file(asset.minio_object_name),
+            media_type=content_type,
+            headers=headers,
+        )
+    
+    # Fallback: data stored in DB (legacy)
+    if asset.data:
+        return Response(content=asset.data, media_type="image/png", headers=base_headers)
+    
+    raise HTTPException(status_code=404, detail="Asset data not found")
 
 @router.delete("/orphans", dependencies=[Depends(get_current_user)])
 async def delete_orphan_assets_from_minio(
@@ -62,22 +135,22 @@ async def delete_orphan_assets_from_minio(
     *,
     assets_collection: str = "assets",
     generations_collection: str = "generations",
-    asset_type: Optional[str] = "generated",
+    asset_type: str | None = "generated",
-    project_id: Optional[str] = None,
+    project_id: str | None = None,
     dry_run: bool = True,
     mark_assets_deleted: bool = False,
     batch_size: int = 500,
-) -> Dict[str, Any]:
+) -> dict[str, Any]:
     db = mongo['bot_db']  # БД уже выбрана в get_mongo_client
     assets = db[assets_collection]
 
-    match_assets: Dict[str, Any] = {}
+    match_assets: dict[str, Any] = {}
     if asset_type is not None:
         match_assets["type"] = asset_type
     if project_id is not None:
         match_assets["project_id"] = project_id
 
-    pipeline: List[Dict[str, Any]] = [
+    pipeline: list[dict[str, Any]] = [
         {"$match": match_assets} if match_assets else {"$match": {}},
         {
             "$lookup": {
@@ -119,8 +192,8 @@ async def delete_orphan_assets_from_minio(
 
     deleted_objects = 0
     deleted_assets = 0
-    errors: List[Dict[str, Any]] = []
+    errors: list[dict[str, Any]] = []
-    orphan_asset_ids: List[ObjectId] = []
+    orphan_asset_ids: list[ObjectId] = []
 
     async for asset in cursor:
         aid = asset["_id"]
@@ -186,7 +259,7 @@ async def delete_asset(
 
 
 @router.get("", dependencies=[Depends(get_current_user)])
-async def get_assets(request: Request, dao: DAO = Depends(get_dao), type: Optional[str] = None, limit: int = 10, offset: int = 0, current_user: dict = Depends(get_current_user), project_id: Optional[str] = Depends(get_project_id)) -> AssetsResponse:
+async def get_assets(request: Request, dao: DAO = Depends(get_dao), type: str | None = None, limit: int = 10, offset: int = 0, current_user: dict = Depends(get_current_user), project_id: str | None = Depends(get_project_id)) -> AssetsResponse:
     logger.info(f"get_assets called. Limit: {limit}, Offset: {offset}")
     
     user_id_filter = current_user["id"]
@@ -213,10 +286,10 @@ async def get_assets(request: Request, dao: DAO = Depends(get_dao), type: Option
 @router.post("/upload", response_model=AssetResponse, status_code=status.HTTP_201_CREATED)
 async def upload_asset(
     file: UploadFile = File(...),
-    linked_char_id: Optional[str] = Form(None),
+    linked_char_id: str | None = Form(None),
     dao: DAO = Depends(get_dao),
     current_user: dict = Depends(get_current_user),
-    project_id: Optional[str] = Depends(get_project_id)
+    project_id: str | None = Depends(get_project_id)
 ):
     logger.info(f"upload_asset called. Filename: {file.filename}, ContentType: {file.content_type}, LinkedCharId: {linked_char_id}")
     if not file.content_type:
@@ -259,8 +332,7 @@ async def upload_asset(
         type=asset.type.value if hasattr(asset.type, "value") else asset.type,
         content_type=asset.content_type.value if hasattr(asset.content_type, "value") else asset.content_type,
         linked_char_id=asset.linked_char_id,
-        created_at=asset.created_at,
+        created_at=asset.created_at
-        url=asset.url
     )
 
 

api/endpoints/character_router.py

@@ -1,15 +1,15 @@
-from typing import List, Any, Coroutine, Optional
+from typing import Any, Coroutine
 
 from fastapi import APIRouter, Depends
 from pydantic import BaseModel
 from starlette.exceptions import HTTPException
 from starlette.requests import Request
 
-from api.models.AssetDTO import AssetsResponse, AssetResponse
+from api.models import AssetsResponse, AssetResponse
-from api.models.GenerationRequest import GenerationRequest, GenerationResponse
+from api.models import GenerationRequest, GenerationResponse
 from models.Asset import Asset
 from models.Character import Character
-from api.models.CharacterDTO import CharacterCreateRequest, CharacterUpdateRequest
+from api.models import CharacterCreateRequest, CharacterUpdateRequest
 from repos.dao import DAO
 from api.dependency import get_dao
 
@@ -23,9 +23,16 @@ from api.dependency import get_project_id
 router = APIRouter(prefix="/api/characters", tags=["Characters"], dependencies=[Depends(get_current_user)])
 
 
-@router.get("/", response_model=List[Character])
+@router.get("/", response_model=list[Character])
-async def get_characters(request: Request, dao: DAO = Depends(get_dao), current_user: dict = Depends(get_current_user), project_id: Optional[str] = Depends(get_project_id)) -> List[Character]:
+async def get_characters(
-    logger.info("get_characters called")
+    request: Request, 
+    dao: DAO = Depends(get_dao), 
+    current_user: dict = Depends(get_current_user), 
+    project_id: str | None = Depends(get_project_id),
+    limit: int = 100,
+    offset: int = 0
+) -> list[Character]:
+    logger.info(f"get_characters called. Limit: {limit}, Offset: {offset}")
     
     user_id_filter = str(current_user["_id"])
     if project_id:
@@ -34,7 +41,12 @@ async def get_characters(request: Request, dao: DAO = Depends(get_dao), current_
              raise HTTPException(status_code=403, detail="Project access denied")
         user_id_filter = None
 
-    characters = await dao.chars.get_all_characters(created_by=user_id_filter, project_id=project_id)
+    characters = await dao.chars.get_all_characters(
+        created_by=user_id_filter, 
+        project_id=project_id,
+        limit=limit,
+        offset=offset
+    )
     return characters
 
 
@@ -90,7 +102,7 @@ async def get_character_by_id(character_id: str, request: Request, dao: DAO = De
 @router.post("/", response_model=Character)
 async def create_character(
     char_req: CharacterCreateRequest,
-    project_id: Optional[str] = Depends(get_project_id),
+    project_id: str | None = Depends(get_project_id),
     dao: DAO = Depends(get_dao),
     current_user: dict = Depends(get_current_user)
 ) -> Character:
@@ -178,10 +190,3 @@ async def delete_character(
         raise HTTPException(status_code=500, detail="Failed to delete character")
     
     return
-
-
-@router.post("/{character_id}/_run", response_model=GenerationResponse)
-async def post_character_generation(character_id: str, generation: GenerationRequest,
-                                    request: Request) -> GenerationResponse:
-    logger.info(f"post_character_generation called. CharacterID: {character_id}")
-    generation_service = request.app.state.generation_service

api/endpoints/environment_router.py

@@ -0,0 +1,191 @@
+import logging
+from fastapi import APIRouter, Depends, HTTPException
+from starlette import status
+
+from api.dependency import get_dao
+from api.endpoints.auth import get_current_user
+from api.models.EnvironmentRequest import EnvironmentCreate, EnvironmentUpdate, AssetToEnvironment, AssetsToEnvironment
+from models.Environment import Environment
+from repos.dao import DAO
+
+logger = logging.getLogger(__name__)
+
+router = APIRouter(prefix="/api/environments", tags=["Environments"], dependencies=[Depends(get_current_user)])
+
+
+async def check_character_access(character_id: str, current_user: dict, dao: DAO):
+    character = await dao.chars.get_character(character_id)
+    if not character:
+        raise HTTPException(status_code=404, detail="Character not found")
+    
+    is_creator = character.created_by == str(current_user["_id"])
+    is_project_member = False
+    if character.project_id and character.project_id in current_user.get("project_ids", []):
+        is_project_member = True
+        
+    if not is_creator and not is_project_member:
+        raise HTTPException(status_code=403, detail="Access denied to character")
+    return character
+
+
+@router.post("/", response_model=Environment)
+async def create_environment(
+    env_req: EnvironmentCreate,
+    dao: DAO = Depends(get_dao),
+    current_user: dict = Depends(get_current_user)
+):
+    logger.info(f"Creating environment '{env_req.name}' for character {env_req.character_id}")
+    await check_character_access(env_req.character_id, current_user, dao)
+    
+    # Verify assets exist if provided
+    if env_req.asset_ids:
+        for aid in env_req.asset_ids:
+            asset = await dao.assets.get_asset(aid)
+            if not asset:
+                raise HTTPException(status_code=400, detail=f"Asset {aid} not found")
+
+    new_env = Environment(**env_req.model_dump())
+    created_env = await dao.environments.create_env(new_env)
+    return created_env
+
+
+@router.get("/character/{character_id}", response_model=list[Environment])
+async def get_character_environments(
+    character_id: str,
+    dao: DAO = Depends(get_dao),
+    current_user: dict = Depends(get_current_user)
+):
+    logger.info(f"Getting environments for character {character_id}")
+    await check_character_access(character_id, current_user, dao)
+    return await dao.environments.get_character_envs(character_id)
+
+
+@router.get("/{env_id}", response_model=Environment)
+async def get_environment(
+    env_id: str,
+    dao: DAO = Depends(get_dao),
+    current_user: dict = Depends(get_current_user)
+):
+    env = await dao.environments.get_env(env_id)
+    if not env:
+        raise HTTPException(status_code=404, detail="Environment not found")
+    
+    await check_character_access(env.character_id, current_user, dao)
+    return env
+
+
+@router.put("/{env_id}", response_model=Environment)
+async def update_environment(
+    env_id: str,
+    env_update: EnvironmentUpdate,
+    dao: DAO = Depends(get_dao),
+    current_user: dict = Depends(get_current_user)
+):
+    env = await dao.environments.get_env(env_id)
+    if not env:
+        raise HTTPException(status_code=404, detail="Environment not found")
+    
+    await check_character_access(env.character_id, current_user, dao)
+    
+    update_data = env_update.model_dump(exclude_unset=True)
+    if not update_data:
+        return env
+
+    # Verify assets exist if provided
+    if "asset_ids" in update_data:
+        if update_data["asset_ids"] is None:
+            del update_data["asset_ids"]
+        elif update_data["asset_ids"]:
+            # Verify all assets exist using batch check
+            assets = await dao.assets.get_assets_by_ids(update_data["asset_ids"])
+            if len(assets) != len(update_data["asset_ids"]):
+                found_ids = {a.id for a in assets}
+                missing_ids = [aid for aid in update_data["asset_ids"] if aid not in found_ids]
+                raise HTTPException(status_code=400, detail=f"Some assets not found: {missing_ids}")
+        
+    success = await dao.environments.update_env(env_id, update_data)
+    if not success:
+        raise HTTPException(status_code=500, detail="Failed to update environment")
+    
+    return await dao.environments.get_env(env_id)
+
+
+@router.delete("/{env_id}", status_code=status.HTTP_204_NO_CONTENT)
+async def delete_environment(
+    env_id: str,
+    dao: DAO = Depends(get_dao),
+    current_user: dict = Depends(get_current_user)
+):
+    env = await dao.environments.get_env(env_id)
+    if not env:
+        raise HTTPException(status_code=404, detail="Environment not found")
+    
+    await check_character_access(env.character_id, current_user, dao)
+    
+    success = await dao.environments.delete_env(env_id)
+    if not success:
+        raise HTTPException(status_code=500, detail="Failed to delete environment")
+    return None
+
+
+@router.post("/{env_id}/assets", status_code=status.HTTP_200_OK)
+async def add_asset_to_environment(
+    env_id: str,
+    req: AssetToEnvironment,
+    dao: DAO = Depends(get_dao),
+    current_user: dict = Depends(get_current_user)
+):
+    env = await dao.environments.get_env(env_id)
+    if not env:
+        raise HTTPException(status_code=404, detail="Environment not found")
+    
+    await check_character_access(env.character_id, current_user, dao)
+    
+    # Verify asset exists
+    asset = await dao.assets.get_asset(req.asset_id)
+    if not asset:
+        raise HTTPException(status_code=404, detail="Asset not found")
+    
+    success = await dao.environments.add_asset(env_id, req.asset_id)
+    return {"success": success}
+
+
+@router.post("/{env_id}/assets/batch", status_code=status.HTTP_200_OK)
+async def add_assets_batch_to_environment(
+    env_id: str,
+    req: AssetsToEnvironment,
+    dao: DAO = Depends(get_dao),
+    current_user: dict = Depends(get_current_user)
+):
+    env = await dao.environments.get_env(env_id)
+    if not env:
+        raise HTTPException(status_code=404, detail="Environment not found")
+    
+    await check_character_access(env.character_id, current_user, dao)
+    
+    # Verify all assets exist
+    assets = await dao.assets.get_assets_by_ids(req.asset_ids)
+    if len(assets) != len(req.asset_ids):
+        found_ids = {a.id for a in assets}
+        missing_ids = [aid for aid in req.asset_ids if aid not in found_ids]
+        raise HTTPException(status_code=404, detail=f"Some assets not found: {missing_ids}")
+    
+    success = await dao.environments.add_assets(env_id, req.asset_ids)
+    return {"success": success}
+
+
+@router.delete("/{env_id}/assets/{asset_id}", status_code=status.HTTP_200_OK)
+async def remove_asset_from_environment(
+    env_id: str,
+    asset_id: str,
+    dao: DAO = Depends(get_dao),
+    current_user: dict = Depends(get_current_user)
+):
+    env = await dao.environments.get_env(env_id)
+    if not env:
+        raise HTTPException(status_code=404, detail="Environment not found")
+    
+    await check_character_access(env.character_id, current_user, dao)
+    
+    success = await dao.environments.remove_asset(env_id, asset_id)
+    return {"success": success}

api/endpoints/generation_router.py

@@ -1,118 +1,225 @@
-from typing import List, Optional
+import logging
+import json
 
 from fastapi import APIRouter, UploadFile, File, Form, Header, HTTPException
 from fastapi.params import Depends
+from starlette import status
 from starlette.requests import Request
 
-from api import service
+from config import settings
 from api.dependency import get_generation_service, get_project_id, get_dao
-from repos.dao import DAO
+from api.endpoints.auth import get_current_user
-
+from api.models import (
-from api.models.GenerationRequest import GenerationResponse, GenerationRequest,  GenerationsResponse, PromptResponse, PromptRequest
+    GenerationResponse, 
+    GenerationRequest, 
+    GenerationsResponse, 
+    PromptResponse, 
+    PromptRequest, 
+    GenerationGroupResponse,
+    FinancialReport,
+    ExternalGenerationRequest,
+    NsfwRequest
+)
 from api.service.generation_service import GenerationService
-from models.Generation import Generation
+from repos.dao import DAO
-
+from utils.external_auth import verify_signature
-from starlette import status
-
-import logging
 
 logger = logging.getLogger(__name__)
 
-from api.endpoints.auth import get_current_user
-
 router = APIRouter(prefix='/api/generations', tags=["Generation"])
 
 
+async def check_project_access(project_id: str | None, current_user: dict, dao: DAO):
+    """Helper to check if user has access to project."""
+    if not project_id:
+        return
+    project = await dao.projects.get_project(project_id)
+    if not project or str(current_user["_id"]) not in project.members:
+        raise HTTPException(status_code=403, detail="Project access denied")
+
+
 @router.post("/prompt-assistant", response_model=PromptResponse)
-async def ask_prompt_assistant(prompt_request: PromptRequest, request: Request,
+async def ask_prompt_assistant(
-                               generation_service: GenerationService = Depends(
+        prompt_request: PromptRequest, 
-                                   get_generation_service),
+        generation_service: GenerationService = Depends(get_generation_service),
-                               current_user: dict = Depends(get_current_user)) -> PromptResponse:
+        current_user: dict = Depends(get_current_user)
-    logger.info(f"ask_prompt_assistant called with prompt length: {len(prompt_request.prompt)}. Linked assets: {len(prompt_request.linked_assets) if prompt_request.linked_assets else 0}")
+) -> PromptResponse:
-    generated_prompt = await generation_service.ask_prompt_assistant(prompt_request.prompt, prompt_request.linked_assets)
+    logger.info(f"ask_prompt_assistant: {len(prompt_request.prompt)} chars")
+    generated_prompt = await generation_service.ask_prompt_assistant(
+        prompt_request.prompt, 
+        prompt_request.linked_assets,
+        prompt_request.model
+    )
     return PromptResponse(prompt=generated_prompt)
 
 
 @router.post("/prompt-from-image", response_model=PromptResponse)
 async def prompt_from_image(
-        prompt: Optional[str] = Form(None),
+        prompt: str | None = Form(None),
-        images: List[UploadFile] = File(...),
+        model: str = Form("gemini-3.1-pro-preview"),
+        images: list[UploadFile] = File(...),
         generation_service: GenerationService = Depends(get_generation_service),
         current_user: dict = Depends(get_current_user)
 ) -> PromptResponse:
-    logger.info(f"prompt_from_image called. Images count: {len(images)}. Prompt provided: {bool(prompt)}")
+    images_bytes = [await img.read() for img in images]
-    images_bytes = []
+    generated_prompt = await generation_service.generate_prompt_from_images(images_bytes, prompt, model)
-    for image in images:
-        content = await image.read()
-        images_bytes.append(content)
-
-    generated_prompt = await generation_service.generate_prompt_from_images(images_bytes, prompt)
     return PromptResponse(prompt=generated_prompt)
 
 
 @router.get("", response_model=GenerationsResponse)
-async def get_generations(character_id: Optional[str] = None, limit: int = 10, offset: int = 0,
+async def get_generations(
+        character_id: str | None = None, 
+        limit: int = 10, 
+        offset: int = 0,
+        only_liked: bool = False,
         generation_service: GenerationService = Depends(get_generation_service),
         current_user: dict = Depends(get_current_user),
-                          project_id: Optional[str] = Depends(get_project_id),
+        project_id: str | None = Depends(get_project_id),
-                          dao: DAO = Depends(get_dao)):
+        dao: DAO = Depends(get_dao)
-    logger.info(f"get_generations called. CharacterId: {character_id}, Limit: {limit}, Offset: {offset}")
+):
+    await check_project_access(project_id, current_user, dao)
     
-    user_id_filter = str(current_user["_id"])
+    # If project_id is set, we don't filter by user to show all project-wide generations
-    if project_id:
+    created_by_filter = None if project_id else str(current_user["_id"])
-        project = await dao.projects.get_project(project_id)
+    only_liked_by = str(current_user["_id"]) if only_liked else None
-        if not project or str(current_user["_id"]) not in project.members:
-             raise HTTPException(status_code=403, detail="Project access denied")
-        user_id_filter = None # Show all project generations
 
-    return await generation_service.get_generations(character_id, limit=limit, offset=offset, user_id=user_id_filter, project_id=project_id)
+    return await generation_service.get_generations(
+        character_id=character_id, 
+        limit=limit, 
+        offset=offset, 
+        created_by=created_by_filter, 
+        project_id=project_id,
+        only_liked_by=only_liked_by,
+        current_user_id=str(current_user["_id"])
+    )
 
 
-@router.post("/_run", response_model=GenerationResponse)
+@router.get("/usage", response_model=FinancialReport)
-async def post_generation(generation: GenerationRequest, request: Request,
+async def get_usage_report(
+    breakdown: str | None = None, # "user" or "project"
     generation_service: GenerationService = Depends(get_generation_service),
     current_user: dict = Depends(get_current_user),
-                          project_id: Optional[str] = Depends(get_project_id),
+    project_id: str | None = Depends(get_project_id),
-                          dao: DAO = Depends(get_dao)) -> GenerationResponse:
+    dao: DAO = Depends(get_dao)
-    logger.info(f"post_generation (run) called. LinkedCharId: {generation.linked_character_id}, PromptLength: {len(generation.prompt)}")
+) -> FinancialReport:
+    await check_project_access(project_id, current_user, dao)
     
+    user_id_filter = str(current_user["_id"]) if not project_id else None
+    breakdown_by = None
+    
+    if breakdown == "user":
+        breakdown_by = "created_by"
+    elif breakdown == "project":
+        breakdown_by = "project_id"
+
+    return await generation_service.get_financial_report(
+        user_id=user_id_filter, 
+        project_id=project_id, 
+        breakdown_by=breakdown_by
+    )
+
+
+@router.post("/_run", response_model=GenerationGroupResponse)
+async def post_generation(
+        generation: GenerationRequest, 
+        generation_service: GenerationService = Depends(get_generation_service),
+        current_user: dict = Depends(get_current_user),
+        project_id: str | None = Depends(get_project_id),
+        dao: DAO = Depends(get_dao)
+) -> GenerationGroupResponse:
+    await check_project_access(project_id, current_user, dao)
     if project_id:
-        project = await dao.projects.get_project(project_id)
-        if not project or str(current_user["_id"]) not in project.members:
-             raise HTTPException(status_code=403, detail="Project access denied")
         generation.project_id = project_id
 
-    return await generation_service.create_generation_task(generation, user_id=str(current_user.get("_id")))
+    return await generation_service.create_generation_task(
+        generation, 
+        user_id=str(current_user.get("_id"))
+    )
+
+
+@router.get("/running")
+async def get_running_generations(
+        generation_service: GenerationService = Depends(get_generation_service),
+        current_user: dict = Depends(get_current_user),
+        project_id: str | None = Depends(get_project_id),
+        dao: DAO = Depends(get_dao)
+):
+    await check_project_access(project_id, current_user, dao)
+    user_id_filter = None if project_id else str(current_user["_id"])
+
+    return await generation_service.get_running_generations(
+        user_id=user_id_filter, 
+        project_id=project_id
+    )
+
+
+@router.get("/group/{group_id}", response_model=GenerationGroupResponse)
+async def get_generation_group(
+        group_id: str,
+        generation_service: GenerationService = Depends(get_generation_service),
+        current_user: dict = Depends(get_current_user)
+):
+    return await generation_service.get_generations_by_group(group_id, current_user_id=str(current_user["_id"]))
 
 
 @router.get("/{generation_id}", response_model=GenerationResponse)
-async def get_generation(generation_id: str,
+async def get_generation(
+        generation_id: str,
         generation_service: GenerationService = Depends(get_generation_service),
-                         current_user: dict = Depends(get_current_user)) -> GenerationResponse:
+        current_user: dict = Depends(get_current_user)
-    logger.debug(f"get_generation called for ID: {generation_id}")
+) -> GenerationResponse:
-    gen = await generation_service.get_generation(generation_id)
+    gen = await generation_service.get_generation(generation_id, current_user_id=str(current_user["_id"]))
-    if gen and gen.created_by != str(current_user["_id"]):
+    if not gen:
+        raise HTTPException(status_code=404, detail="Generation not found")
+        
+    if gen.created_by != str(current_user["_id"]):
+        # Check project membership
+        is_member = False
+        if gen.project_id:
+            project = await generation_service.dao.projects.get_project(gen.project_id)
+            if project and str(current_user["_id"]) in project.members:
+                is_member = True
+        
+        if not is_member:
             raise HTTPException(status_code=403, detail="Access denied")
     return gen
 
 
-@router.get("/running")
+@router.post("/{generation_id}/like", response_model=dict)
-async def get_running_generations(request: Request,
+async def toggle_like(
+        generation_id: str,
         generation_service: GenerationService = Depends(get_generation_service),
-                                  current_user: dict = Depends(get_current_user),
+        current_user: dict = Depends(get_current_user)
-                                  project_id: Optional[str] = Depends(get_project_id),
+):
-                                  dao: DAO = Depends(get_dao)):
+    is_liked = await generation_service.toggle_like(generation_id, str(current_user["_id"]))
-                                  
+    if is_liked is None:
-    user_id_filter = str(current_user["_id"])
+        raise HTTPException(status_code=404, detail="Generation not found")
-    if project_id:
+    return {"is_liked": is_liked}
-        project = await dao.projects.get_project(project_id)
-        if not project or str(current_user["_id"]) not in project.members:
-             raise HTTPException(status_code=403, detail="Project access denied")
-        user_id_filter = None
-
-    return await generation_service.get_running_generations(user_id=user_id_filter, project_id=project_id)
 
 
+@router.post("/{generation_id}/nsfw", status_code=status.HTTP_204_NO_CONTENT)
+async def mark_generation_nsfw(
+        generation_id: str,
+        request: NsfwRequest,
+        generation_service: GenerationService = Depends(get_generation_service),
+        current_user: dict = Depends(get_current_user)
+):
+    gen = await generation_service.get_generation(generation_id, current_user_id=str(current_user["_id"]))
+    if not gen:
+        raise HTTPException(status_code=404, detail="Generation not found")
+
+    if gen.created_by != str(current_user["_id"]):
+        is_member = False
+        if gen.project_id:
+            project = await generation_service.dao.projects.get_project(gen.project_id)
+            if project and str(current_user["_id"]) in project.members:
+                is_member = True
+        
+        if not is_member:
+            raise HTTPException(status_code=403, detail="Access denied")
+
+    await generation_service.dao.generations.mark_nsfw(generation_id, request.is_nsfw)
+    return None
 
 
 @router.post("/import", response_model=GenerationResponse)
@@ -121,40 +228,18 @@ async def import_external_generation(
     generation_service: GenerationService = Depends(get_generation_service),
     x_signature: str = Header(..., alias="X-Signature")
 ) -> GenerationResponse:
-    """
-    Import a generation from an external source.
-    Requires server-to-server authentication via HMAC signature.
-    """
-    import os
-    from utils.external_auth import verify_signature
-    from api.models.ExternalGenerationDTO import ExternalGenerationRequest
-    
-    logger.info("import_external_generation called")
-    
-    # Get raw request body for signature verification
     body = await request.body()
     
-    # Verify signature
+    secret = settings.EXTERNAL_API_SECRET
-    secret = os.getenv("EXTERNAL_API_SECRET")
     if not secret:
-        logger.error("EXTERNAL_API_SECRET not configured")
         raise HTTPException(status_code=500, detail="Server configuration error")
     
     if not verify_signature(body, x_signature, secret):
-        logger.warning("Invalid signature for external generation import")
         raise HTTPException(status_code=401, detail="Invalid signature")
     
-    # Parse request body
-    import json
     try:
         data = json.loads(body.decode('utf-8'))
         external_gen = ExternalGenerationRequest(**data)
-    except Exception as e:
-        logger.error(f"Failed to parse request body: {e}")
-        raise HTTPException(status_code=400, detail=f"Invalid request body: {str(e)}")
-    
-    # Import generation
-    try:
         generation = await generation_service.import_external_generation(external_gen)
         return GenerationResponse(**generation.model_dump())
     except Exception as e:
@@ -163,11 +248,11 @@ async def import_external_generation(
 
 
 @router.delete("/{generation_id}", status_code=status.HTTP_204_NO_CONTENT)
-async def delete_generation(generation_id: str, 
+async def delete_generation(
+        generation_id: str, 
         generation_service: GenerationService = Depends(get_generation_service),
-                           current_user: dict = Depends(get_current_user)):
+        current_user: dict = Depends(get_current_user)
-    logger.info(f"delete_generation called for ID: {generation_id}")
+):
-    deleted = await generation_service.delete_generation(generation_id)
+    if not await generation_service.delete_generation(generation_id):
-    if not deleted:
         raise HTTPException(status_code=404, detail="Generation not found")
     return None

api/endpoints/idea_router.py

@@ -0,0 +1,106 @@
+from fastapi import APIRouter, Depends, HTTPException, Query, Body
+from api.dependency import get_idea_service, get_project_id, get_generation_service
+from api.endpoints.auth import get_current_user
+from api.service.idea_service import IdeaService
+from api.service.generation_service import GenerationService
+from models.Idea import Idea
+from api.models import GenerationResponse, GenerationsResponse
+from api.models import IdeaRequest, PostRequest  # Adjusting for general model usage
+from api.models.IdeaRequest import IdeaCreateRequest, IdeaUpdateRequest, IdeaResponse
+
+router = APIRouter(prefix="/api/ideas", tags=["ideas"])
+
+@router.post("", response_model=Idea)
+async def create_idea(
+    request: IdeaCreateRequest,
+    project_id: str | None = Depends(get_project_id),
+    current_user: dict = Depends(get_current_user),
+    idea_service: IdeaService = Depends(get_idea_service)
+):
+    pid = project_id or request.project_id
+    
+    return await idea_service.create_idea(
+        name=request.name, 
+        description=request.description, 
+        project_id=pid, 
+        user_id=str(current_user["_id"]),
+        inspiration_id=request.inspiration_id
+    )
+
+@router.get("", response_model=list[IdeaResponse])
+async def get_ideas(
+    project_id: str | None = Depends(get_project_id),
+    limit: int = 20,
+    offset: int = 0,
+    current_user: dict = Depends(get_current_user),
+    idea_service: IdeaService = Depends(get_idea_service)
+):
+    return await idea_service.get_ideas(project_id, str(current_user["_id"]), limit, offset)
+
+@router.get("/{idea_id}", response_model=Idea)
+async def get_idea(
+    idea_id: str,
+    idea_service: IdeaService = Depends(get_idea_service)
+):
+    idea = await idea_service.get_idea(idea_id)
+    if not idea:
+        raise HTTPException(status_code=404, detail="Idea not found")
+    return idea
+
+@router.put("/{idea_id}", response_model=Idea)
+async def update_idea(
+    idea_id: str,
+    request: IdeaUpdateRequest,
+    idea_service: IdeaService = Depends(get_idea_service)
+):
+    idea = await idea_service.update_idea(
+        idea_id=idea_id, 
+        name=request.name, 
+        description=request.description,
+        inspiration_id=request.inspiration_id
+    )
+    if not idea:
+        raise HTTPException(status_code=404, detail="Idea not found")
+    return idea
+
+@router.delete("/{idea_id}")
+async def delete_idea(
+    idea_id: str,
+    idea_service: IdeaService = Depends(get_idea_service)
+):
+    success = await idea_service.delete_idea(idea_id)
+    if not success:
+        raise HTTPException(status_code=404, detail="Idea not found or could not be deleted")
+    return {"status": "success"}
+
+@router.get("/{idea_id}/generations", response_model=GenerationsResponse)
+async def get_idea_generations(
+    idea_id: str,
+    limit: int = 50,
+    offset: int = 0,
+    generation_service: GenerationService = Depends(get_generation_service),
+    current_user: dict = Depends(get_current_user)
+):
+    return await generation_service.get_generations(idea_id=idea_id, limit=limit, offset=offset, current_user_id=str(current_user["_id"]))
+
+@router.post("/{idea_id}/generations/{generation_id}")
+async def add_generation_to_idea(
+    idea_id: str,
+    generation_id: str,
+    idea_service: IdeaService = Depends(get_idea_service)
+):
+    success = await idea_service.add_generation_to_idea(idea_id, generation_id)
+    if not success:
+        raise HTTPException(status_code=404, detail="Idea or Generation not found")
+    return {"status": "success"}
+
+@router.delete("/{idea_id}/generations/{generation_id}")
+async def remove_generation_from_idea(
+    idea_id: str,
+    generation_id: str,
+    idea_service: IdeaService = Depends(get_idea_service)
+):
+    success = await idea_service.remove_generation_from_idea(idea_id, generation_id)
+    if not success:
+        raise HTTPException(status_code=404, detail="Idea or Generation not found")
+    return {"status": "success"}

api/endpoints/inspiration_router.py

@@ -0,0 +1,94 @@
+
+from fastapi import APIRouter, Depends, HTTPException, status
+from api.dependency import get_inspiration_service, get_project_id
+from api.endpoints.auth import get_current_user
+from api.models.InspirationRequest import InspirationCreateRequest, InspirationResponse, InspirationListResponse
+from api.service.inspiration_service import InspirationService
+from models.Inspiration import Inspiration
+
+router = APIRouter(prefix="/api/inspirations", tags=["Inspirations"])
+
+
+@router.post("", response_model=InspirationResponse, status_code=status.HTTP_201_CREATED)
+async def create_inspiration(
+    request: InspirationCreateRequest,
+    project_id: str | None = Depends(get_project_id),
+    current_user: dict = Depends(get_current_user),
+    service: InspirationService = Depends(get_inspiration_service)
+):
+    pid = project_id or request.project_id
+    
+    inspiration = await service.create_inspiration(
+        source_url=request.source_url,
+        created_by=str(current_user["_id"]),
+        project_id=pid,
+        caption=request.caption
+    )
+    return inspiration
+
+
+@router.get("", response_model=InspirationListResponse)
+async def get_inspirations(
+    project_id: str | None = Depends(get_project_id),
+    limit: int = 20,
+    offset: int = 0,
+    current_user: dict = Depends(get_current_user),
+    service: InspirationService = Depends(get_inspiration_service)
+):
+    # If project_id is provided, filter by it. Otherwise, filter by user.
+    # Or maybe we want to see all user's inspirations if no project is selected?
+    # Let's follow the pattern: if project_id is present, show project's inspirations.
+    # If not, show user's personal inspirations (where project_id is None) OR all user's inspirations?
+    # Usually "My Inspirations" means created by me.
+    
+    # Let's assume:
+    # If project_id -> filter by project_id (and maybe created_by if we want strict ownership, but usually project members share)
+    # If no project_id -> filter by created_by (personal)
+    
+    pid = project_id
+    uid = str(current_user["_id"])
+    
+    inspirations = await service.get_inspirations(project_id=pid, created_by=uid if not pid else None, limit=limit, offset=offset)
+    total_count = await service.dao.inspirations.count_inspirations(project_id=pid, created_by=uid if not pid else None)
+    
+    return InspirationListResponse(
+        inspirations=[InspirationResponse(**inspiration.model_dump()) for inspiration in inspirations],
+        total_count=total_count
+    )
+
+
+@router.get("/{inspiration_id}", response_model=InspirationResponse)
+async def get_inspiration(
+    inspiration_id: str,
+    service: InspirationService = Depends(get_inspiration_service),
+    current_user: dict = Depends(get_current_user)
+):
+    inspiration = await service.get_inspiration(inspiration_id)
+    if not inspiration:
+        raise HTTPException(status_code=404, detail="Inspiration not found")
+    return inspiration
+
+
+@router.patch("/{inspiration_id}/complete", response_model=InspirationResponse)
+async def mark_inspiration_complete(
+    inspiration_id: str,
+    is_completed: bool = True,
+    service: InspirationService = Depends(get_inspiration_service),
+    current_user: dict = Depends(get_current_user)
+):
+    inspiration = await service.mark_as_completed(inspiration_id, is_completed)
+    if not inspiration:
+        raise HTTPException(status_code=404, detail="Inspiration not found")
+    return inspiration
+
+
+@router.delete("/{inspiration_id}", status_code=status.HTTP_204_NO_CONTENT)
+async def delete_inspiration(
+    inspiration_id: str,
+    service: InspirationService = Depends(get_inspiration_service),
+    current_user: dict = Depends(get_current_user)
+):
+    success = await service.delete_inspiration(inspiration_id)
+    if not success:
+        raise HTTPException(status_code=404, detail="Inspiration not found")
+    return None

api/endpoints/post_router.py

@@ -0,0 +1,98 @@
+from datetime import datetime
+from fastapi import APIRouter, Depends, HTTPException
+
+from api.dependency import get_post_service, get_project_id
+from api.endpoints.auth import get_current_user
+from api.service.post_service import PostService
+from api.models import PostRequest, PostCreateRequest, PostUpdateRequest, AddGenerationsRequest
+from models.Post import Post
+
+router = APIRouter(prefix="/api/posts", tags=["posts"])
+
+
+@router.post("", response_model=Post)
+async def create_post(
+    request: PostCreateRequest,
+    project_id: str | None = Depends(get_project_id),
+    current_user: dict = Depends(get_current_user),
+    post_service: PostService = Depends(get_post_service),
+):
+    pid = project_id or request.project_id
+    return await post_service.create_post(
+        date=request.date,
+        topic=request.topic,
+        generation_ids=request.generation_ids,
+        project_id=pid,
+        user_id=str(current_user["_id"]),
+    )
+
+
+@router.get("", response_model=list[Post])
+async def get_posts(
+    project_id: str | None = Depends(get_project_id),
+    limit: int = 200,
+    offset: int = 0,
+    date_from: datetime | None = None,
+    date_to: datetime | None = None,
+    current_user: dict = Depends(get_current_user),
+    post_service: PostService = Depends(get_post_service),
+):
+    return await post_service.get_posts(project_id, str(current_user["_id"]), limit, offset, date_from, date_to)
+
+
+@router.get("/{post_id}", response_model=Post)
+async def get_post(
+    post_id: str,
+    post_service: PostService = Depends(get_post_service),
+):
+    post = await post_service.get_post(post_id)
+    if not post:
+        raise HTTPException(status_code=404, detail="Post not found")
+    return post
+
+
+@router.put("/{post_id}", response_model=Post)
+async def update_post(
+    post_id: str,
+    request: PostUpdateRequest,
+    post_service: PostService = Depends(get_post_service),
+):
+    post = await post_service.update_post(post_id, date=request.date, topic=request.topic)
+    if not post:
+        raise HTTPException(status_code=404, detail="Post not found")
+    return post
+
+
+@router.delete("/{post_id}")
+async def delete_post(
+    post_id: str,
+    post_service: PostService = Depends(get_post_service),
+):
+    success = await post_service.delete_post(post_id)
+    if not success:
+        raise HTTPException(status_code=404, detail="Post not found or could not be deleted")
+    return {"status": "success"}
+
+
+@router.post("/{post_id}/generations")
+async def add_generations(
+    post_id: str,
+    request: AddGenerationsRequest,
+    post_service: PostService = Depends(get_post_service),
+):
+    success = await post_service.add_generations(post_id, request.generation_ids)
+    if not success:
+        raise HTTPException(status_code=404, detail="Post not found")
+    return {"status": "success"}
+
+
+@router.delete("/{post_id}/generations/{generation_id}")
+async def remove_generation(
+    post_id: str,
+    generation_id: str,
+    post_service: PostService = Depends(get_post_service),
+):
+    success = await post_service.remove_generation(post_id, generation_id)
+    if not success:
+        raise HTTPException(status_code=404, detail="Post not found or generation not linked")
+    return {"status": "success"}

api/endpoints/project_router.py

@@ -1,4 +1,5 @@
-from typing import List, Optional
+
+from bson import ObjectId
 from fastapi import APIRouter, Depends, HTTPException, status
 from pydantic import BaseModel
 from api.dependency import get_dao
@@ -10,16 +11,48 @@ router = APIRouter(prefix="/api/projects", tags=["Projects"])
 
 class ProjectCreate(BaseModel):
     name: str
-    description: Optional[str] = None
+    description: str | None = None
+
+class ProjectMemberResponse(BaseModel):
+    id: str
+    username: str
 
 class ProjectResponse(BaseModel):
     id: str
     name: str
-    description: Optional[str] = None
+    description: str | None = None
     owner_id: str
-    members: List[str]
+    members: list[ProjectMemberResponse]
     is_owner: bool = False
 
+async def _get_project_response(project: Project, current_user_id: str, dao: DAO) -> ProjectResponse:
+    member_responses = []
+    for member_id in project.members:
+        # We need a way to get user by ID. Let's check UsersRepo for get_user by ObjectId or string.
+        # Currently UsersRepo has get_user(user_id: int) for Telegram IDs. 
+        # But for Web users we might need to search by _id.
+        # Let's try to get user info. 
+        # Since project.members contains strings (ObjectIds as strings), we search by _id.
+        user_doc = await dao.users.collection.find_one({"_id": ObjectId(member_id)})
+        if not user_doc and member_id.isdigit():
+             # Fallback for telegram IDs if they are stored as strings of digits
+             user_doc = await dao.users.get_user(int(member_id))
+             
+        username = "unknown"
+        if user_doc:
+            username = user_doc.get("username", "unknown")
+        
+        member_responses.append(ProjectMemberResponse(id=member_id, username=username))
+        
+    return ProjectResponse(
+        id=project.id,
+        name=project.name,
+        description=project.description,
+        owner_id=project.owner_id,
+        members=member_responses,
+        is_owner=(project.owner_id == current_user_id)
+    )
+
 @router.post("", response_model=ProjectResponse)
 async def create_project(
     project_data: ProjectCreate,
@@ -34,29 +67,17 @@ async def create_project(
         members=[user_id] 
     )
     project_id = await dao.projects.create_project(new_project)
+    new_project.id = project_id
     
     # Add project to user's project list
-    # Assuming user_repo has a method to add project or we do it directly?
-    # UserRepo doesn't have add_project method yet. 
-    # But since UserRepo is just a wrapper around collection, lets add it here or update UserRepo later?
-    # Better to update UserRepo. For now, let's just return success. 
-    # But user needs to see it in list.
-    # Update user in DB
     await dao.users.collection.update_one(
         {"_id": current_user["_id"]},
         {"$addToSet": {"project_ids": project_id}}
     )
 
-    return ProjectResponse(
+    return await _get_project_response(new_project, user_id, dao)
-        id=project_id,
-        name=new_project.name,
-        description=new_project.description,
-        owner_id=new_project.owner_id,
-        members=new_project.members,
-        is_owner=True
-    )
 
-@router.get("", response_model=List[ProjectResponse])
+@router.get("", response_model=list[ProjectResponse])
 async def get_my_projects(
     dao: DAO = Depends(get_dao),
     current_user: dict = Depends(get_current_user)
@@ -66,14 +87,7 @@ async def get_my_projects(
     
     responses = []
     for p in projects:
-        responses.append(ProjectResponse(
+        responses.append(await _get_project_response(p, user_id, dao))
-            id=p.id,
-            name=p.name,
-            description=p.description,
-            owner_id=p.owner_id,
-            members=p.members,
-            is_owner=(p.owner_id == user_id)
-        ))
     return responses
 
 class MemberAdd(BaseModel):

api/models/AssetDTO.py

@@ -1,5 +1,4 @@
 from datetime import datetime
-from typing import List, Optional
 
 from pydantic import BaseModel
 
@@ -11,10 +10,10 @@ class AssetResponse(BaseModel):
     name: str
     type: str # uploaded / generated
     content_type: str # image / prompt
-    linked_char_id: Optional[str] = None
+    linked_char_id: str | None = None
     created_at: datetime
-    url: Optional[str] = None
+    url: str | None = None
 
 class AssetsResponse(BaseModel):
-    assets: List[AssetResponse]
+    assets: list[AssetResponse]
     total_count: int

api/models/CharacterDTO.py

@@ -1,18 +1,17 @@
-from typing import Optional
 from pydantic import BaseModel
 
 class CharacterCreateRequest(BaseModel):
     name: str
     character_bio: str
-    character_image_doc_tg_id: Optional[str] = None
+    character_image_doc_tg_id: str | None = None
-    avatar_image: Optional[str] = None
+    avatar_image: str | None = None
-    character_image_tg_id: Optional[str] = None
+    character_image_tg_id: str | None = None
-    project_id: Optional[str] = None
+    project_id: str | None = None
 
 class CharacterUpdateRequest(BaseModel):
-    name: Optional[str] = None
+    name: str | None = None
-    character_bio: Optional[str] = None
+    character_bio: str | None = None
-    character_image_doc_tg_id: Optional[str] = None
+    character_image_doc_tg_id: str | None = None
-    avatar_image: Optional[str] = None
+    avatar_image: str | None = None
-    character_image_tg_id: Optional[str] = None
+    character_image_tg_id: str | None = None
-    project_id: Optional[str] = None
+    project_id: str | None = None

api/models/EnvironmentRequest.py

@@ -0,0 +1,22 @@
+from pydantic import BaseModel, Field
+
+
+class EnvironmentCreate(BaseModel):
+    character_id: str
+    name: str = Field(..., min_length=1)
+    description: str | None = None
+    asset_ids: list[str] | None = []
+
+
+class EnvironmentUpdate(BaseModel):
+    name: str | None = Field(None, min_length=1)
+    description: str | None = None
+    asset_ids: list[str] | None = None
+
+
+class AssetToEnvironment(BaseModel):
+    asset_id: str
+
+
+class AssetsToEnvironment(BaseModel):
+    asset_ids: list[str]

api/models/ExternalGenerationDTO.py

@@ -1,4 +1,3 @@
-from typing import Optional
 from pydantic import BaseModel, Field
 from models.enums import AspectRatios, Quality
 
@@ -7,27 +6,31 @@ class ExternalGenerationRequest(BaseModel):
     """Request model for importing external generations."""
     
     prompt: str
-    tech_prompt: Optional[str] = None
+    tech_prompt: str | None = None
     
     # Image can be provided as base64 string OR URL (one must be provided)
-    image_data: Optional[str] = Field(None, description="Base64-encoded image data")
+    image_data: str | None = Field(None, description="Base64-encoded image data")
-    image_url: Optional[str] = Field(None, description="URL to download image from")
+    image_url: str | None = Field(None, description="URL to download image from")
+
+    nsfw: bool = False
 
     # Generation metadata
-    aspect_ratio: AspectRatios = AspectRatios.NINESIXTEEN
+    aspect_ratio: AspectRatios = AspectRatios.NINESIXTEEN  # "1:1","2:3","3:2","3:4","4:3","4:5","5:4","9:16","16:9","21:9"
     quality: Quality = Quality.ONEK
+    model: str | None = None
+    seed: int | None = None
     
     # Optional linking
-    linked_character_id: Optional[str] = None
+    linked_character_id: str | None = None
     created_by: str = Field(..., description="User ID from external system")
-    project_id: Optional[str] = None
+    project_id: str | None = None
     
     # Performance metrics
-    execution_time_seconds: Optional[float] = None
+    execution_time_seconds: float | None = None
-    api_execution_time_seconds: Optional[float] = None
+    api_execution_time_seconds: float | None = None
-    token_usage: Optional[int] = None
+    token_usage: int | None = None
-    input_token_usage: Optional[int] = None
+    input_token_usage: int | None = None
-    output_token_usage: Optional[int] = None
+    output_token_usage: int | None = None
     
     def validate_image_source(self):
         """Ensure at least one image source is provided."""

api/models/FinancialUsageDTO.py

@@ -0,0 +1,17 @@
+from pydantic import BaseModel
+
+class UsageStats(BaseModel):
+    total_runs: int
+    total_tokens: int
+    total_input_tokens: int
+    total_output_tokens: int
+    total_cost: float
+
+class UsageByEntity(BaseModel):
+    entity_id: str | None = None
+    stats: UsageStats
+
+class FinancialReport(BaseModel):
+    summary: UsageStats
+    by_user: list[UsageByEntity] | None = None
+    by_project: list[UsageByEntity] | None = None

api/models/GenerationRequest.py

@@ -1,58 +1,78 @@
 from datetime import datetime, UTC
-from typing import List, Optional
 
-from pydantic import BaseModel
+from pydantic import BaseModel, Field
 
 from models.Asset import Asset
 from models.Generation import GenerationStatus
-from models.enums import AspectRatios, Quality, GenType
+from models.enums import AspectRatios, Quality, GenType, ImageModel, TextModel
 
 
 class GenerationRequest(BaseModel):
-    linked_character_id: Optional[str] = None
+    linked_character_id: str | None = None
-    aspect_ratio: AspectRatios = AspectRatios.NINESIXTEEN
+    aspect_ratio: AspectRatios = AspectRatios.NINESIXTEEN  # "1:1","2:3","3:2","3:4","4:3","4:5","5:4","9:16","16:9","21:9"
     quality: Quality = Quality.ONEK
     prompt: str
-    telegram_id: Optional[int] = None
+    model: ImageModel = Field(default=ImageModel.GEMINI_3_PRO_IMAGE_PREVIEW)
+    telegram_id: int | None = None
     use_profile_image: bool = True
-    assets_list: List[str]
+    assets_list: list[str]
-    project_id: Optional[str] = None
+    environment_id: str | None = None
+    project_id: str | None = None
+    idea_id: str | None = None
+    nsfw: bool = False
+    count: int = Field(default=1, ge=1, le=10)
+
+
+class NsfwRequest(BaseModel):
+    is_nsfw: bool
 
 
 class GenerationsResponse(BaseModel):
-    generations: List["GenerationResponse"]
+    generations: list["GenerationResponse"]
     total_count: int
 
 
 class GenerationResponse(BaseModel):
     id: str
     status: GenerationStatus
-    failed_reason: Optional[str] = None
+    failed_reason: str | None = None
-    
+    project_id: str | None = None
-    linked_character_id: Optional[str] = None
+    linked_character_id: str | None = None
     aspect_ratio: AspectRatios
     quality: Quality
     prompt: str
-    tech_prompt: Optional[str] = None
+    model: ImageModel | None = None
-    assets_list: List[str]
+    seed: int | None = None
-    result_list: List[str] = []
+    tech_prompt: str | None = None
-    result: Optional[str] = None
+    assets_list: list[str]
-    execution_time_seconds: Optional[float] = None
+    result_list: list[str] = []
-    api_execution_time_seconds: Optional[float] = None
+    result: str | None = None
-    token_usage: Optional[int] = None
+    execution_time_seconds: float | None = None
-    input_token_usage: Optional[int] = None
+    api_execution_time_seconds: float | None = None
-    output_token_usage: Optional[int] = None
+    token_usage: int | None = None
+    input_token_usage: int | None = None
+    output_token_usage: int | None = None
     progress: int = 0
-    cost: Optional[float] = None
+    cost: float | None = None
-    created_by: Optional[str] = None
+    created_by: str | None = None
+    generation_group_id: str | None = None
+    idea_id: str | None = None
+    likes_count: int = 0
+    is_liked: bool = False
+    nsfw: bool = False
     created_at: datetime = datetime.now(UTC)
     updated_at: datetime = datetime.now(UTC)
 
 
+class GenerationGroupResponse(BaseModel):
+    generation_group_id: str
+    generations: list[GenerationResponse]
+
 
 class PromptRequest(BaseModel):
     prompt: str
-    linked_assets: List[str] = []
+    model: TextModel = Field(default=TextModel.GEMINI_3_1_PRO_PREVIEW)
+    linked_assets: list[str] = []
 
 
 class PromptResponse(BaseModel):

api/models/IdeaRequest.py

@@ -0,0 +1,17 @@
+from pydantic import BaseModel
+from models.Idea import Idea
+from api.models.GenerationRequest import GenerationResponse
+
+class IdeaCreateRequest(BaseModel):
+    name: str
+    description: str | None = None
+    project_id: str | None = None # Optional in body if passed via header/dependency
+    inspiration_id: str | None = None
+
+class IdeaUpdateRequest(BaseModel):
+    name: str | None = None
+    description: str | None = None
+    inspiration_id: str | None = None
+
+class IdeaResponse(Idea):
+    last_generation: GenerationResponse | None = None

api/models/InspirationRequest.py

@@ -0,0 +1,28 @@
+from datetime import datetime
+
+from pydantic import BaseModel
+
+from models.Inspiration import Inspiration
+
+
+class InspirationCreateRequest(BaseModel):
+    source_url: str
+    caption: str | None = None
+    project_id: str | None = None
+
+
+class InspirationResponse(BaseModel):
+    id: str
+    source_url: str
+    caption: str | None = None
+    asset_id: str
+    is_completed: bool
+    created_by: str
+    project_id: str | None = None
+    created_at: datetime
+    updated_at: datetime
+
+
+class InspirationListResponse(BaseModel):
+    inspirations: list[InspirationResponse]
+    total_count: int

api/models/PostRequest.py

@@ -0,0 +1,18 @@
+from datetime import datetime
+from pydantic import BaseModel
+
+
+class PostCreateRequest(BaseModel):
+    date: datetime
+    topic: str
+    generation_ids: list[str] = []
+    project_id: str | None = None
+
+
+class PostUpdateRequest(BaseModel):
+    date: datetime | None = None
+    topic: str | None = None
+
+
+class AddGenerationsRequest(BaseModel):
+    generation_ids: list[str]

api/models/__init__.py

@@ -0,0 +1,7 @@
+from .AssetDTO import AssetResponse, AssetsResponse
+from .CharacterDTO import CharacterCreateRequest, CharacterUpdateRequest
+from .ExternalGenerationDTO import ExternalGenerationRequest
+from .FinancialUsageDTO import FinancialReport, UsageStats, UsageByEntity
+from .GenerationRequest import GenerationRequest, GenerationResponse, GenerationsResponse, GenerationGroupResponse, PromptRequest, PromptResponse, NsfwRequest
+from .IdeaRequest import IdeaCreateRequest, IdeaUpdateRequest, IdeaResponse
+from .PostRequest import PostCreateRequest, PostUpdateRequest, AddGenerationsRequest

api/service/generation_service.py

@@ -1,68 +1,73 @@
 import asyncio
+import base64
 import logging
 import random
-import base64
 from datetime import datetime, UTC
 from typing import List, Optional, Tuple, Any, Dict
-from io import BytesIO
+from uuid import uuid4
-import httpx
 
+import httpx
 from aiogram import Bot
 from aiogram.types import BufferedInputFile
+
 from adapters.Exception import GoogleGenerationException
 from adapters.google_adapter import GoogleAdapter
-from api.models.GenerationRequest import GenerationRequest, GenerationResponse, GenerationsResponse
+from adapters.s3_adapter import S3Adapter
-# Импортируйте ваши модели DAO, Asset, Generation корректно
+from api.models import (
+    FinancialReport, UsageStats, UsageByEntity,
+    GenerationRequest, GenerationResponse, GenerationsResponse, GenerationGroupResponse
+)
 from models.Asset import Asset, AssetType, AssetContentType
 from models.Generation import Generation, GenerationStatus
-from models.enums import AspectRatios, Quality, GenType
+from models.enums import AspectRatios, Quality
 from repos.dao import DAO
-from adapters.s3_adapter import S3Adapter
+from utils.image_utils import create_thumbnail
 
 logger = logging.getLogger(__name__)
 
+# Limit concurrent generations to 4
+generation_semaphore = asyncio.Semaphore(4)
+
 
-# --- Вспомогательная функция генерации ---
 async def generate_image_task(
         prompt: str,
         media_group_bytes: List[bytes],
         aspect_ratio: AspectRatios,
         quality: Quality,
+        model: str,
         gemini: GoogleAdapter,
-        
 ) -> Tuple[List[bytes], Dict[str, Any]]:
     """
-    Обертка для вызова синхронного метода Gemini в отдельном потоке.
+    Wrapper for calling Gemini's synchronous method in a separate thread.
-    Возвращает список байтов сгенерированных изображений.
     """
-    try :
+    try:
         logger.info(f"Starting generate_image_task with prompt length: {len(prompt)}")
-    # Запускаем блокирующую операцию в отдельном потоке, чтобы не тормозить Event Loop
         result = await asyncio.to_thread(
             gemini.generate_image,
             prompt=prompt,
             images_list=media_group_bytes,
             aspect_ratio=aspect_ratio,
             quality=quality,
+            model=model,
         )
         generated_images_io, metrics = result
-        
         logger.info(f"generate_image_task completed, received {len(generated_images_io) if generated_images_io else 0} images")
-    except GoogleGenerationException as e:
+    except GoogleGenerationException:
-        raise e
+        raise
+    finally:
+        del media_group_bytes
+
     images_bytes = []
     if generated_images_io:
         for img_io in generated_images_io:
-            # Читаем байты из BytesIO
             img_io.seek(0)
-            content = img_io.read()
+            images_bytes.append(img_io.read())
-            images_bytes.append(content)
-
-            # Закрываем поток
             img_io.close()
+        del generated_images_io
 
     return images_bytes, metrics
 
+
 class GenerationService:
     def __init__(self, dao: DAO, gemini: GoogleAdapter, s3_adapter: S3Adapter, bot: Optional[Bot] = None):
         self.dao = dao
@@ -70,173 +75,109 @@ class GenerationService:
         self.s3_adapter = s3_adapter
         self.bot = bot
 
+    # --- Public API ---
 
-    async def ask_prompt_assistant(self, prompt: str, assets: List[str] = None) -> str:
+    async def ask_prompt_assistant(self, prompt: str, assets: list[str] | None = None, model: str = "gemini-3.1-pro-preview") -> str:
-        future_prompt = """You are an prompt-assistant. You improving user-entered prompts for image generation. User may upload reference image too.
+        future_prompt = (
-         I will provide sources prompt entered by user. Understand user needs and generate best variation of prompt.
+            "You are an prompt-assistant. You improving user-entered prompts for image generation. "
-          ANSWER ONLY PROMPT STRING!!! USER_ENTERED_PROMPT: """
+            "User may upload reference image too. I will provide sources prompt entered by user. "
-        future_prompt += prompt
+            "Understand user needs and generate best variation of prompt. ANSWER ONLY PROMPT STRING!!! "
+            f"USER_ENTERED_PROMPT: {prompt}"
+        )
         assets_data = []
-        if assets is not None:
+        if assets:
             assets_db = await self.dao.assets.get_assets_by_ids(assets)
-            assets_data.extend(asset.data for asset in assets_db)
+            assets_data.extend(asset.data for asset in assets_db if asset.data)
-        generated_prompt = await asyncio.to_thread(self.gemini.generate_text, future_prompt, assets_data)
+
-        logger.info(future_prompt)
+        generated_prompt = await asyncio.to_thread(self.gemini.generate_text, future_prompt, model, assets_data)
-        logger.info(generated_prompt)
+        logger.info(f"Prompt Assistant: {generated_prompt}")
         return generated_prompt
 
-    async def generate_prompt_from_images(self, images: List[bytes], user_prompt: Optional[str] = None) -> str:
+    async def generate_prompt_from_images(self, images: List[bytes], user_prompt: Optional[str] = None, model: str = "gemini-3.1-pro-preview") -> str:
         technical_prompt = "You are a prompt engineer. Describe this image in detail to create a stable diffusion using this image as reference. "
         if user_prompt:
             technical_prompt += f"User also provided this context: {user_prompt}. "
-
         technical_prompt += "Provide ONLY the detailed prompt."
 
-        return await asyncio.to_thread(self.gemini.generate_text, prompt=technical_prompt, images_list=images)
+        return await asyncio.to_thread(self.gemini.generate_text, prompt=technical_prompt, model=model, images_list=images)
 
-    async def get_generations(self, character_id: Optional[str] = None, limit: int = 10, offset: int = 0, user_id: Optional[str] = None, project_id: Optional[str] = None) -> List[
+    async def get_generations(self, **kwargs) -> GenerationsResponse:
-        Generation]:
+        current_user_id = kwargs.pop('current_user_id', None)
-        generations = await self.dao.generations.get_generations(character_id = character_id,limit=limit, offset=offset, created_by=user_id, project_id=project_id)
+        generations = await self.dao.generations.get_generations(**kwargs)
-        total_count = await self.dao.generations.count_generations(character_id = character_id, created_by=user_id, project_id=project_id)
+        total_count = await self.dao.generations.count_generations(
-        generations = [GenerationResponse(**gen.model_dump()) for gen in generations]
+            character_id=kwargs.get('character_id'),
-        return GenerationsResponse(generations=generations, total_count=total_count)
+            created_by=kwargs.get('created_by'),
+            project_id=kwargs.get('project_id'),
+            idea_id=kwargs.get('idea_id'),
+            only_liked_by=kwargs.get('only_liked_by')
+        )
+        return GenerationsResponse(
+            generations=[self._map_to_response(gen, current_user_id) for gen in generations],
+            total_count=total_count
+        )
 
-    async def get_generation(self, generation_id: str) -> Optional[GenerationResponse]:
+    async def get_generation(self, generation_id: str, current_user_id: Optional[str] = None) -> Optional[GenerationResponse]:
         gen = await self.dao.generations.get_generation(generation_id)
-        if gen is None:
+        return self._map_to_response(gen, current_user_id) if gen else None
-            return None
+
-        else:
+    async def toggle_like(self, generation_id: str, user_id: str) -> bool | None:
-            return GenerationResponse(**gen.model_dump())
+        return await self.dao.generations.toggle_like(generation_id, user_id)
+
+    async def get_generations_by_group(self, group_id: str, current_user_id: Optional[str] = None) -> GenerationGroupResponse:
+        generations = await self.dao.generations.get_generations_by_group(group_id)
+        return GenerationGroupResponse(
+            generation_group_id=group_id,
+            generations=[self._map_to_response(gen, current_user_id) for gen in generations]
+        )
+
+    def _map_to_response(self, gen: Generation, current_user_id: Optional[str] = None) -> GenerationResponse:
+        res = GenerationResponse(**gen.model_dump())
+        res.likes_count = len(gen.liked_by) if gen.liked_by else 0
+        res.is_liked = current_user_id in gen.liked_by if current_user_id and gen.liked_by else False
+        return res
 
     async def get_running_generations(self, user_id: Optional[str] = None, project_id: Optional[str] = None) -> List[Generation]:
         return await self.dao.generations.get_generations(status=GenerationStatus.RUNNING, created_by=user_id, project_id=project_id)
 
-    async def create_generation_task(self, generation_request: GenerationRequest, user_id: Optional[str] = None) -> GenerationResponse:
+    async def create_generation_task(self, generation_request: GenerationRequest, user_id: Optional[str] = None, generation_group_id: Optional[str] = None) -> GenerationGroupResponse:
-        gen_id = None
+        if generation_group_id is None:
-        generation_model = None
+            generation_group_id = str(uuid4())
 
-        try:
+        results = []
-            generation_model = Generation(**generation_request.model_dump())
+        for _ in range(generation_request.count):
-            if user_id:
+            gen_response = await self._create_single_generation(generation_request, user_id, generation_group_id)
-                generation_model.created_by = user_id
+            results.append(gen_response)
-            
+        return GenerationGroupResponse(generation_group_id=generation_group_id, generations=results)
-            gen_id = await self.dao.generations.create_generation(generation_model)
-            generation_model.id = gen_id
-
-            async def runner(gen):
-                logger.info(f"Starting background generation task for ID: {gen.id}")
-                try:
-                    await self.create_generation(gen)
-                    logger.info(f"Background generation task finished for ID: {gen.id}")
-                except Exception:
-                    # если генерация уже пошла и упала — пометим FAILED
-                    try:
-                        db_gen = await self.dao.generations.get_generation(gen.id)
-                        db_gen.status = GenerationStatus.FAILED
-                        await self.dao.generations.update_generation(db_gen)
-                    except Exception:
-                        logger.exception("Failed to mark generation as FAILED")
-                    logger.exception("create_generation task failed")
-
-            asyncio.create_task(runner(generation_model))
-
-            return GenerationResponse(**generation_model.model_dump())
-
-        except Exception:
-            # если не успели создать запись — нечего помечать
-            if gen_id is not None:
-                try:
-                    gen = await self.dao.generations.get_generation(gen_id)
-                    gen.status = GenerationStatus.FAILED
-                    await self.dao.generations.update_generation(gen)
-                except Exception:
-                    logger.exception("Failed to mark generation as FAILED in create_generation_task")
-            raise
 
     async def create_generation(self, generation: Generation):
         start_time = datetime.now()
         logger.info(f"Processing generation {generation.id}. Character ID: {generation.linked_character_id}")
 
-        # 2. Получаем ассеты-референсы (если они есть)
+        # 1. Prepare input
-        reference_assets: List[Asset] = []
+        media_group_bytes, generation_prompt = await self._prepare_generation_input(generation)
-        media_group_bytes: List[bytes] = []
-        generation_prompt = generation.prompt
-#         generation_prompt = f"""
 
-#    Create detailed image of character in scene. 
+        # 2. Run generation with progress simulation
-    
-#     SCENE DESCRIPTION: {generation.prompt}
-    
-#     Rules:
-#     - Integrate the character's appearance naturally into the scene description.
-#     - Focus on lighting, texture, and composition.
-#     """
-        if generation.linked_character_id is not None:
-            char_info = await self.dao.chars.get_character(generation.linked_character_id)
-            if char_info is None:
-                raise Exception(f"Character ID {generation.linked_character_id} not found")
-            if generation.use_profile_image:
-                avatar_asset = await self.dao.assets.get_asset(char_info.avatar_asset_id)
-                if avatar_asset:
-                    media_group_bytes.append(avatar_asset.data)
-            # generation_prompt = generation_prompt.replace("$char_bio_inserted", f"1. CHARACTER BIO (Must be strictly followed): {char_info.character_bio}")
-
-        reference_assets = await self.dao.assets.get_assets_by_ids(generation.assets_list)
-        
-        # Извлекаем данные (bytes) из ассетов для отправки в Gemini
-        for asset in reference_assets:
-            if asset.content_type != AssetContentType.IMAGE:
-                continue
-                
-            img_data = None
-            if asset.minio_object_name:
-                img_data = await self.s3_adapter.get_file(asset.minio_object_name)
-            elif asset.data:
-                img_data = asset.data
-                
-            if img_data:
-                media_group_bytes.append(img_data)
-
-        if media_group_bytes:
-            generation_prompt += " \n\n[Reference Image Guidance]: Use the provided image(s) as the STRICT reference for the main character's facial features and hair, enviroment or clothes. Maintain high fidelity to the reference identity."
-        
-        logger.info(f"Final generation prompt assembled. Length: {len(generation_prompt)}. Media count: {len(media_group_bytes)}")
-
-        # 3. Запускаем процесс генерации и симуляцию прогресса
         progress_task = asyncio.create_task(self._simulate_progress(generation))
-        
         try:
-           
-            # Default to Image Generation (Gemini)
             generated_bytes_list, metrics = await generate_image_task(
-                prompt=generation_prompt,  # или request.prompt
+                prompt=generation_prompt,
                 media_group_bytes=media_group_bytes,
-                aspect_ratio=generation.aspect_ratio,  # предполагаем поля в request
+                aspect_ratio=generation.aspect_ratio,
                 quality=generation.quality,
+                model=generation.model or "gemini-3-pro-image-preview",
                 gemini=self.gemini
             )
+            self._update_generation_metrics(generation, metrics)
 
+            # 3. Process results
+            created_assets = await self._process_generated_images(generation, generated_bytes_list)
 
-            # Update metrics from API (Common for both)
+            # 4. Finalize generation record
-            generation.api_execution_time_seconds = metrics.get("api_execution_time_seconds")
+            await self._finalize_generation(generation, created_assets, generation_prompt, start_time)
-            generation.token_usage = metrics.get("token_usage")
-            generation.input_token_usage = metrics.get("input_token_usage")
-            generation.output_token_usage = metrics.get("output_token_usage")
 
-        except GoogleGenerationException as e:
+            # 5. Notify
-            generation.status = GenerationStatus.FAILED
+            if generation.telegram_id and self.bot:
-            generation.failed_reason = str(e)
+                await self._notify_telegram(generation, created_assets)
-            generation.updated_at = datetime.now(UTC)
-            await self.dao.generations.update_generation(generation)
-            raise e
-        except Exception as e:
-            # Тут стоит добавить логирование ошибки
-            logging.error(f"Generation failed: {e}")
-            generation.status = GenerationStatus.FAILED
-            generation.failed_reason = str(e)
-            generation.updated_at = datetime.now(UTC)
-            await self.dao.generations.update_generation(generation)
-            raise e
         finally:
             if not progress_task.done():
                 progress_task.cancel()
@@ -245,198 +186,53 @@ class GenerationService:
                 except asyncio.CancelledError:
                     pass
 
-        # 4. Сохраняем полученные изображения как новые Ассеты
-        created_assets: List[Asset] = []
-
-        for idx, img_bytes in enumerate(generated_bytes_list):
-            # Generate thumbnail
-            thumbnail_bytes = None
-            from utils.image_utils import create_thumbnail
-            thumbnail_bytes = await asyncio.to_thread(create_thumbnail, img_bytes)
-            
-            # Save to S3
-            filename = f"generated/{generation.linked_character_id}/{datetime.now().strftime('%Y%m%d_%H%M%S')}_{random.randint(1000, 9999)}.png"
-            await self.s3_adapter.upload_file(filename, img_bytes, content_type="image/png")
-            
-            new_asset = Asset(
-                name=f"Generated_{generation.linked_character_id}",
-                type=AssetType.GENERATED,
-                content_type=AssetContentType.IMAGE,
-                linked_char_id=generation.linked_character_id, 
-                data=None, # Not storing bytes in DB anymore
-                minio_object_name=filename,
-                minio_bucket=self.s3_adapter.bucket_name,
-                thumbnail=thumbnail_bytes,
-                created_by=generation.created_by,
-                project_id=generation.project_id
-            )
-
-            # Сохраняем в БД
-            asset_id = await self.dao.assets.create_asset(new_asset)
-            new_asset.id = str(asset_id)  # Присваиваем ID, полученный от базы
-
-            created_assets.append(new_asset)
-
-        # 5. (Опционально) Обновляем запись генерации ссылками на результаты
-        # Предполагаем, что у модели Generation есть поле result_asset_ids
-        result_ids = [a.id for a in created_assets]
-
-        generation.result_list = result_ids
-        generation.status = GenerationStatus.DONE
-        generation.progress = 100
-        generation.updated_at = datetime.now(UTC)
-        generation.tech_prompt = generation_prompt
-        
-        end_time = datetime.now()
-        generation.execution_time_seconds = (end_time - start_time).total_seconds()
-        
-        logger.info(f"DEBUG: Saving generation {generation.id}. Metrics: api_exec={generation.api_execution_time_seconds}, tokens={generation.token_usage}, in_tokens={generation.input_token_usage}, out_tokens={generation.output_token_usage}, exec={generation.execution_time_seconds}")
-        
-        await self.dao.generations.update_generation(generation)
-        logger.info(f"Generation {generation.id} completed successfully. {len(created_assets)} assets created. Total Time: {generation.execution_time_seconds:.2f}s")
-
-        # 6. Send to Telegram if telegram_id is provided
-        if generation.telegram_id and self.bot:
-            try:
-                for asset in created_assets:
-                    if asset.data:
-                         await self.bot.send_photo(
-                            chat_id=generation.telegram_id,
-                            photo=BufferedInputFile(asset.data, filename=f"{asset.name}.jpg"),
-                            caption=f"Generated from prompt: {generation.prompt[:100]}..."
-                        )
-                logger.info(f"Sent {len(created_assets)} assets to Telegram ID: {generation.telegram_id}")
-            except Exception as e:
-                logger.error(f"Failed to send assets to Telegram ID {generation.telegram_id}: {e}")
-
-
-    async def _simulate_progress(self, generation: Generation):
-        """
-        Increments progress from 0 to 90 over ~20 seconds.
-        """
-        current_progress = 0
-        try:
-            while current_progress < 90:
-                await asyncio.sleep(4)
-                # Random increment between 5 and 15
-                increment = random.randint(5, 15)
-                current_progress = min(current_progress + increment, 90)
-                
-                # Fetch latest state (optional, but good practice to avoid overwriting unrelated fields)
-                # But for simplicity here we just use the object we have and save it.
-                # Ideally, we should fetch-update-save or use partial update if DAO supports it.
-                # Assuming simple update is fine for now.
-                generation.progress = current_progress
-                await self.dao.generations.update_generation(generation)
-        except asyncio.CancelledError:
-            # Task cancelled, generation finished (or failed)
-            pass
-        except Exception as e:
-            logger.error(f"Error in progress simulation: {e}")
-
-
-
-
     async def import_external_generation(self, external_gen) -> Generation:
-        """
-        Import a generation from an external source.
-        
-        Args:
-            external_gen: ExternalGenerationRequest with generation data and image
-            
-        Returns:
-            Created Generation object
-        """
-        from api.models.ExternalGenerationDTO import ExternalGenerationRequest
-        
-        # Validate image source
         external_gen.validate_image_source()
-        
         logger.info(f"Importing external generation for user: {external_gen.created_by}")
 
-        # 1. Process image (download or decode)
+        image_bytes = await self._fetch_external_image(external_gen)
-        image_bytes = None
         
-        if external_gen.image_url:
+        # Reuse internal processing logic
-            # Download image from URL
+        new_asset = await self._save_asset(
-            logger.info(f"Downloading image from URL: {external_gen.image_url}")
+            image_bytes=image_bytes,
-            async with httpx.AsyncClient() as client:
-                response = await client.get(external_gen.image_url, timeout=30.0)
-                response.raise_for_status()
-                image_bytes = response.content
-        elif external_gen.image_data:
-            # Decode base64 image
-            logger.info("Decoding base64 image data")
-            image_bytes = base64.b64decode(external_gen.image_data)
-        
-        if not image_bytes:
-            raise ValueError("Failed to process image data")
-        
-        # 2. Generate thumbnail
-        from utils.image_utils import create_thumbnail
-        thumbnail_bytes = await asyncio.to_thread(create_thumbnail, image_bytes)
-        
-        # 3. Save to S3
-        filename = f"external/{external_gen.created_by}/{datetime.now().strftime('%Y%m%d_%H%M%S')}_{random.randint(1000, 9999)}.png"
-        await self.s3_adapter.upload_file(filename, image_bytes, content_type="image/png")
-        
-        # 4. Create Asset
-        new_asset = Asset(
             name=f"External_Generated_{external_gen.linked_character_id or 'no_char'}",
-            type=AssetType.GENERATED,
-            content_type=AssetContentType.IMAGE,
-            linked_char_id=external_gen.linked_character_id,
-            data=None,  # Not storing bytes in DB
-            minio_object_name=filename,
-            minio_bucket=self.s3_adapter.bucket_name,
-            thumbnail=thumbnail_bytes,
             created_by=external_gen.created_by,
-            project_id=external_gen.project_id
+            project_id=external_gen.project_id,
+            linked_char_id=external_gen.linked_character_id,
+            folder="external"
         )
 
-        asset_id = await self.dao.assets.create_asset(new_asset)
-        new_asset.id = str(asset_id)
-        
-        logger.info(f"Created asset {asset_id} for external generation")
-        
-        # 5. Create Generation record
         generation = Generation(
             status=GenerationStatus.DONE,
             linked_character_id=external_gen.linked_character_id,
             aspect_ratio=external_gen.aspect_ratio,
             quality=external_gen.quality,
             prompt=external_gen.prompt,
+            model=external_gen.model,
             tech_prompt=external_gen.tech_prompt,
+            seed=external_gen.seed,
             result_list=[new_asset.id],
             result=new_asset.id,
             progress=100,
+            nsfw=external_gen.nsfw,
             execution_time_seconds=external_gen.execution_time_seconds,
             api_execution_time_seconds=external_gen.api_execution_time_seconds,
             token_usage=external_gen.token_usage,
             input_token_usage=external_gen.input_token_usage,
             output_token_usage=external_gen.output_token_usage,
             created_by=external_gen.created_by,
-            project_id=external_gen.project_id,
+            project_id=external_gen.project_id
-            created_at=datetime.now(UTC),
-            updated_at=datetime.now(UTC)
         )
         
         gen_id = await self.dao.generations.create_generation(generation)
         generation.id = gen_id
-        
-        logger.info(f"Created generation {gen_id} from external source")
-        
         return generation
 
     async def delete_generation(self, generation_id: str) -> bool:
-        """
-        Soft delete generation by marking it as deleted.
-        """
         try:
             generation = await self.dao.generations.get_generation(generation_id)
             if not generation:
                 return False
-            
             generation.is_deleted = True
             generation.updated_at = datetime.now(UTC)
             await self.dao.generations.update_generation(generation)
@@ -444,3 +240,207 @@ class GenerationService:
         except Exception as e:
             logger.error(f"Error deleting generation {generation_id}: {e}")
             return False
+
+    async def cleanup_stale_generations(self):
+        try:
+            count = await self.dao.generations.cancel_stale_generations(timeout_minutes=5)
+            if count > 0:
+                logger.info(f"Cleaned up {count} stale generations")
+        except Exception as e:
+            logger.error(f"Error cleaning up stale generations: {e}")
+
+    async def cleanup_old_data(self, days: int = 30):
+        try:
+            gen_count, asset_ids = await self.dao.generations.soft_delete_old_generations(days=days)
+            if gen_count > 0:
+                logger.info(f"Soft-deleted {gen_count} generations. Purging {len(asset_ids)} assets.")
+            if asset_ids:
+                await self.dao.assets.soft_delete_and_purge_assets(asset_ids)
+        except Exception as e:
+            logger.error(f"Error during old data cleanup: {e}")
+
+    async def get_financial_report(self, user_id: Optional[str] = None, project_id: Optional[str] = None, breakdown_by: Optional[str] = None) -> FinancialReport:
+        summary_data = await self.dao.generations.get_usage_stats(created_by=user_id, project_id=project_id)
+        summary = UsageStats(**summary_data)
+        
+        by_user, by_project = None, None
+        if breakdown_by == "created_by":
+            res = await self.dao.generations.get_usage_breakdown(group_by="created_by", project_id=project_id, created_by=user_id)
+            by_user = [UsageByEntity(**item) for item in res]
+        if breakdown_by == "project_id":
+             res = await self.dao.generations.get_usage_breakdown(group_by="project_id", project_id=project_id, created_by=user_id)
+             by_project = [UsageByEntity(**item) for item in res]
+             
+        return FinancialReport(summary=summary, by_user=by_user, by_project=by_project)
+
+    # --- Private Helpers ---
+
+    async def _create_single_generation(self, generation_request: GenerationRequest, user_id: Optional[str], generation_group_id: str) -> GenerationResponse:
+        try:
+            gen_model = Generation(**generation_request.model_dump(exclude={'count'}))
+            gen_model.created_by = user_id
+            gen_model.generation_group_id = generation_group_id
+            
+            gen_id = await self.dao.generations.create_generation(gen_model)
+            gen_model.id = gen_id
+
+            asyncio.create_task(self._queued_generation_runner(gen_model))
+            return GenerationResponse(**gen_model.model_dump())
+        except Exception:
+            logger.exception("Failed to initiate single generation")
+            raise
+
+    async def _queued_generation_runner(self, gen: Generation):
+        logger.info(f"Generation {gen.id} waiting for slot...")
+        try:
+            async with generation_semaphore:
+                await self.create_generation(gen)
+        except Exception as e:
+            await self._handle_generation_failure(gen, e)
+            logger.exception(f"Background generation task failed for ID: {gen.id}")
+
+    async def _prepare_generation_input(self, generation: Generation) -> Tuple[List[bytes], str]:
+        media_group_bytes: List[bytes] = []
+        prompt = generation.prompt
+
+        # 1. Character Avatar
+        if generation.linked_character_id:
+            char_info = await self.dao.chars.get_character(generation.linked_character_id)
+            if not char_info:
+                raise ValueError(f"Character {generation.linked_character_id} not found")
+            
+            if generation.use_profile_image and char_info.avatar_asset_id:
+                avatar_asset = await self.dao.assets.get_asset(char_info.avatar_asset_id)
+                if avatar_asset:
+                    data = await self._get_asset_data_bytes(avatar_asset)
+                    if data: media_group_bytes.append(data)
+
+        # 2. Reference Assets
+        if generation.assets_list:
+            assets = await self.dao.assets.get_assets_by_ids(generation.assets_list)
+            for asset in assets:
+                data = await self._get_asset_data_bytes(asset)
+                if data: media_group_bytes.append(data)
+
+        # 3. Environment Assets
+        if generation.environment_id:
+            env = await self.dao.environments.get_env(generation.environment_id)
+            if env and env.asset_ids:
+                env_assets = await self.dao.assets.get_assets_by_ids(env.asset_ids)
+                for asset in env_assets:
+                    data = await self._get_asset_data_bytes(asset)
+                    if data: media_group_bytes.append(data)
+
+        if media_group_bytes:
+            prompt += (
+                " \n\n[Reference Image Guidance]: Use the provided image(s) as the STRICT reference for the main "
+                "character's facial features and hair, environment or clothes. Maintain high fidelity to the reference identity."
+            )
+        
+        return media_group_bytes, prompt
+
+    async def _get_asset_data_bytes(self, asset: Asset) -> Optional[bytes]:
+        if asset.content_type != AssetContentType.IMAGE:
+            return None
+        if asset.minio_object_name:
+            return await self.s3_adapter.get_file(asset.minio_object_name)
+        return asset.data
+
+    def _update_generation_metrics(self, generation: Generation, metrics: Dict[str, Any]):
+        generation.api_execution_time_seconds = metrics.get("api_execution_time_seconds")
+        generation.token_usage = metrics.get("token_usage")
+        generation.input_token_usage = metrics.get("input_token_usage")
+        generation.output_token_usage = metrics.get("output_token_usage")
+
+    async def _handle_generation_failure(self, generation: Generation, error: Optional[Exception]):
+        logger.error(f"Generation {generation.id} failed: {error}")
+        generation.status = GenerationStatus.FAILED
+        # Don't overwrite if reason is already set, unless a new error is provided
+        if error:
+            generation.failed_reason = str(error)
+        elif not generation.failed_reason:
+            generation.failed_reason = "Unknown error"
+        
+        generation.updated_at = datetime.now(UTC)
+        await self.dao.generations.update_generation(generation)
+
+    async def _process_generated_images(self, generation: Generation, bytes_list: List[bytes]) -> List[Asset]:
+        created_assets = []
+        for img_bytes in bytes_list:
+            asset = await self._save_asset(
+                image_bytes=img_bytes,
+                name=f"Generated_{generation.linked_character_id}",
+                created_by=generation.created_by,
+                project_id=generation.project_id,
+                linked_char_id=generation.linked_character_id,
+                folder="generated"
+            )
+            created_assets.append(asset)
+        return created_assets
+
+    async def _save_asset(self, image_bytes: bytes, name: str, created_by: str, project_id: str, linked_char_id: str, folder: str) -> Asset:
+        thumbnail_bytes = await asyncio.to_thread(create_thumbnail, image_bytes)
+        filename = f"{folder}/{linked_char_id}/{datetime.now().strftime('%Y%m%d_%H%M%S')}_{random.randint(1000, 9999)}.png"
+        
+        await self.s3_adapter.upload_file(filename, image_bytes, content_type="image/png")
+        
+        new_asset = Asset(
+            name=name,
+            type=AssetType.GENERATED,
+            content_type=AssetContentType.IMAGE,
+            linked_char_id=linked_char_id,
+            data=None,
+            minio_object_name=filename,
+            minio_bucket=self.s3_adapter.bucket_name,
+            thumbnail=thumbnail_bytes,
+            created_by=created_by,
+            project_id=project_id
+        )
+        asset_id = await self.dao.assets.create_asset(new_asset)
+        new_asset.id = str(asset_id)
+        return new_asset
+
+    async def _finalize_generation(self, generation: Generation, assets: List[Asset], tech_prompt: str, start_time: datetime):
+        generation.result_list = [a.id for a in assets]
+        generation.status = GenerationStatus.DONE
+        generation.progress = 100
+        generation.updated_at = datetime.now(UTC)
+        generation.tech_prompt = tech_prompt
+        generation.execution_time_seconds = (datetime.now() - start_time).total_seconds()
+        await self.dao.generations.update_generation(generation)
+        logger.info(f"Generation {generation.id} finalized. Time: {generation.execution_time_seconds:.2f}s")
+
+    async def _notify_telegram(self, generation: Generation, assets: List[Asset]):
+        try:
+            for asset in assets:
+                # Need to get data for telegram if it's not in Asset object
+                img_data = await self.s3_adapter.get_file(asset.minio_object_name) if asset.minio_object_name else asset.data
+                if img_data:
+                    await self.bot.send_photo(
+                        chat_id=generation.telegram_id,
+                        photo=BufferedInputFile(img_data, filename=f"{asset.name}.png"),
+                        caption=f"Generated from: {generation.prompt[:100]}..."
+                    )
+        except Exception as e:
+            logger.error(f"Failed to send to Telegram: {e}")
+
+    async def _simulate_progress(self, generation: Generation):
+        current_progress = 0
+        try:
+            while current_progress < 90:
+                await asyncio.sleep(4)
+                current_progress = min(current_progress + random.randint(5, 15), 90)
+                generation.progress = current_progress
+                await self.dao.generations.update_generation(generation)
+        except asyncio.CancelledError:
+            pass
+
+    async def _fetch_external_image(self, external_gen) -> bytes:
+        if external_gen.image_url:
+            async with httpx.AsyncClient() as client:
+                response = await client.get(external_gen.image_url, timeout=30.0)
+                response.raise_for_status()
+                return response.content
+        elif external_gen.image_data:
+            return base64.b64decode(external_gen.image_data)
+        raise ValueError("No image source provided")

api/service/idea_service.py

@@ -0,0 +1,82 @@
+from typing import List, Optional
+from datetime import datetime
+from repos.dao import DAO
+from models.Idea import Idea
+
+class IdeaService:
+    def __init__(self, dao: DAO):
+        self.dao = dao
+
+    async def create_idea(self, name: str, description: Optional[str], project_id: Optional[str], user_id: str, inspiration_id: Optional[str] = None) -> Idea:
+        idea = Idea(
+            name=name, 
+            description=description, 
+            project_id=project_id, 
+            created_by=user_id,
+            inspiration_id=inspiration_id
+        )
+        idea_id = await self.dao.ideas.create_idea(idea)
+        idea.id = idea_id
+        return idea
+
+    async def get_ideas(self, project_id: Optional[str], user_id: str, limit: int = 20, offset: int = 0) -> List[dict]:
+        return await self.dao.ideas.get_ideas(project_id, user_id, limit, offset)
+
+    async def get_idea(self, idea_id: str) -> Optional[Idea]:
+        return await self.dao.ideas.get_idea(idea_id)
+
+    async def update_idea(self, idea_id: str, name: Optional[str] = None, description: Optional[str] = None, inspiration_id: Optional[str] = None) -> Optional[Idea]:
+        idea = await self.dao.ideas.get_idea(idea_id)
+        if not idea:
+            return None
+        
+        if name is not None:
+            idea.name = name
+        if description is not None:
+            idea.description = description
+        if inspiration_id is not None:
+            idea.inspiration_id = inspiration_id
+            
+        idea.updated_at = datetime.now()
+        await self.dao.ideas.update_idea(idea)
+        return idea
+
+    async def delete_idea(self, idea_id: str) -> bool:
+        return await self.dao.ideas.delete_idea(idea_id)
+
+    async def add_generation_to_idea(self, idea_id: str, generation_id: str) -> bool:
+        # Verify idea exists
+        idea = await self.dao.ideas.get_idea(idea_id)
+        if not idea:
+            return False
+            
+        # Get generation
+        gen = await self.dao.generations.get_generation(generation_id)
+        if not gen:
+            return False
+            
+        # Link
+        gen.idea_id = idea_id
+        gen.updated_at = datetime.now()
+        await self.dao.generations.update_generation(gen)
+        return True
+
+    async def remove_generation_from_idea(self, idea_id: str, generation_id: str) -> bool:
+         # Verify idea exists (optional, but good for validation)
+        idea = await self.dao.ideas.get_idea(idea_id)
+        if not idea:
+            return False
+
+        # Get generation
+        gen = await self.dao.generations.get_generation(generation_id)
+        if not gen:
+            return False
+            
+        # Unlink only if currently linked to this idea
+        if gen.idea_id == idea_id:
+            gen.idea_id = None
+            gen.updated_at = datetime.now()
+            await self.dao.generations.update_generation(gen)
+            return True
+            
+        return False

api/service/inspiration_service.py

@@ -0,0 +1,146 @@
+import asyncio
+import logging
+import os
+import tempfile
+from datetime import datetime
+from typing import List, Optional, Tuple
+
+import httpx
+from fastapi import HTTPException
+
+from models.Asset import Asset, AssetType, AssetContentType
+from models.Inspiration import Inspiration
+from repos.dao import DAO
+from adapters.s3_adapter import S3Adapter
+
+# Try to import yt_dlp, but don't crash if it's missing (though we added it to requirements)
+try:
+    import yt_dlp
+except ImportError:
+    yt_dlp = None
+
+logger = logging.getLogger(__name__)
+
+class InspirationService:
+    def __init__(self, dao: DAO, s3_adapter: S3Adapter):
+        self.dao = dao
+        self.s3_adapter = s3_adapter
+
+    async def create_inspiration(self, source_url: str, created_by: str, project_id: Optional[str] = None, caption: Optional[str] = None) -> Inspiration:
+        # 1. Download content from Instagram
+        try:
+            content_bytes, content_type, ext = await self._download_content(source_url)
+        except Exception as e:
+            logger.error(f"Failed to download content from {source_url}: {e}")
+            raise HTTPException(status_code=400, detail=f"Failed to download content: {str(e)}")
+        
+        # 2. Save as Asset
+        filename = f"inspirations/{datetime.now().strftime('%Y%m%d_%H%M%S')}_insta.{ext}"
+        
+        await self.s3_adapter.upload_file(filename, content_bytes, content_type=content_type)
+
+        asset = Asset(
+            name=f"Inspiration from {source_url}",
+            type=AssetType.INSPIRATION,
+            content_type=AssetContentType.VIDEO if content_type.startswith("video") else AssetContentType.IMAGE,
+            minio_object_name=filename,
+            minio_bucket=self.s3_adapter.bucket_name,
+            created_by=created_by,
+            project_id=project_id
+        )
+        asset_id = await self.dao.assets.create_asset(asset)
+
+        # 3. Create Inspiration object
+        inspiration = Inspiration(
+            source_url=source_url,
+            caption=caption,
+            asset_id=str(asset_id),
+            created_by=created_by,
+            project_id=project_id
+        )
+        insp_id = await self.dao.inspirations.create_inspiration(inspiration)
+        inspiration.id = insp_id
+        
+        return inspiration
+
+    async def get_inspirations(self, project_id: Optional[str], created_by: str, limit: int = 20, offset: int = 0) -> List[Inspiration]:
+        return await self.dao.inspirations.get_inspirations(project_id, created_by, limit, offset)
+
+    async def get_inspiration(self, inspiration_id: str) -> Optional[Inspiration]:
+        return await self.dao.inspirations.get_inspiration(inspiration_id)
+
+    async def mark_as_completed(self, inspiration_id: str, is_completed: bool = True) -> Optional[Inspiration]:
+        inspiration = await self.dao.inspirations.get_inspiration(inspiration_id)
+        if not inspiration:
+            return None
+        
+        inspiration.is_completed = is_completed
+        inspiration.updated_at = datetime.now()
+        await self.dao.inspirations.update_inspiration(inspiration)
+        return inspiration
+
+    async def delete_inspiration(self, inspiration_id: str) -> bool:
+        inspiration = await self.dao.inspirations.get_inspiration(inspiration_id)
+        if not inspiration:
+            return False
+            
+        # Delete associated asset
+        if inspiration.asset_id:
+            await self.dao.assets.delete_asset(inspiration.asset_id)
+            
+        return await self.dao.inspirations.delete_inspiration(inspiration_id)
+
+    async def _download_content(self, url: str) -> Tuple[bytes, str, str]:
+        """
+        Downloads content using yt-dlp.
+        Returns (content_bytes, content_type, extension)
+        """
+        if not yt_dlp:
+             raise RuntimeError("yt-dlp is not installed")
+
+        logger.info(f"Downloading from {url} using yt-dlp...")
+
+        def run_yt_dlp():
+            with tempfile.TemporaryDirectory() as tmpdirname:
+                ydl_opts = {
+                    'outtmpl': f'{tmpdirname}/%(id)s.%(ext)s',
+                    'quiet': True,
+                    'no_warnings': True,
+                    'format': 'best', # Best quality single file
+                    'noplaylist': True, # Only single video if it's a playlist/profile
+                    'writethumbnail': False,
+                    'writesubtitles': False,
+                }
+                
+                with yt_dlp.YoutubeDL(ydl_opts) as ydl:
+                    ydl.download([url])
+                    
+                    # Find the downloaded file
+                    files = os.listdir(tmpdirname)
+                    if not files:
+                        raise Exception("No files downloaded")
+                    
+                    # Pick the largest file if multiple (e.g. if yt-dlp downloaded parts)
+                    # But with 'format': 'best', it should be one.
+                    # If carousel, it might be multiple. Let's pick the first one.
+                    filename = files[0]
+                    filepath = os.path.join(tmpdirname, filename)
+                    
+                    with open(filepath, 'rb') as f:
+                        data = f.read()
+                        
+                    ext = filename.split('.')[-1].lower()
+                    
+                    # Determine content type
+                    if ext in ['mp4', 'mov', 'avi', 'mkv', 'webm']:
+                        content_type = f"video/{ext}"
+                        if ext == 'mov': content_type = "video/quicktime"
+                    elif ext in ['jpg', 'jpeg', 'png', 'webp']:
+                        content_type = f"image/{ext}"
+                        if ext == 'jpg': content_type = "image/jpeg"
+                    else:
+                        content_type = "application/octet-stream"
+                        
+                    return data, content_type, ext
+
+        return await asyncio.to_thread(run_yt_dlp)

api/service/post_service.py

@@ -0,0 +1,79 @@
+from typing import List, Optional
+from datetime import datetime, UTC
+
+from repos.dao import DAO
+from models.Post import Post
+
+
+class PostService:
+    def __init__(self, dao: DAO):
+        self.dao = dao
+
+    async def create_post(
+        self,
+        date: datetime,
+        topic: str,
+        generation_ids: List[str],
+        project_id: Optional[str],
+        user_id: str,
+    ) -> Post:
+        post = Post(
+            date=date,
+            topic=topic,
+            generation_ids=generation_ids,
+            project_id=project_id,
+            created_by=user_id,
+        )
+        post_id = await self.dao.posts.create_post(post)
+        post.id = post_id
+        return post
+
+    async def get_post(self, post_id: str) -> Optional[Post]:
+        return await self.dao.posts.get_post(post_id)
+
+    async def get_posts(
+        self,
+        project_id: Optional[str],
+        user_id: str,
+        limit: int = 20,
+        offset: int = 0,
+        date_from: Optional[datetime] = None,
+        date_to: Optional[datetime] = None,
+    ) -> List[Post]:
+        return await self.dao.posts.get_posts(project_id, user_id, limit, offset, date_from, date_to)
+
+    async def update_post(
+        self,
+        post_id: str,
+        date: Optional[datetime] = None,
+        topic: Optional[str] = None,
+    ) -> Optional[Post]:
+        post = await self.dao.posts.get_post(post_id)
+        if not post:
+            return None
+
+        updates: dict = {"updated_at": datetime.now(UTC)}
+        if date is not None:
+            updates["date"] = date
+        if topic is not None:
+            updates["topic"] = topic
+
+        await self.dao.posts.update_post(post_id, updates)
+
+        # Return refreshed post
+        return await self.dao.posts.get_post(post_id)
+
+    async def delete_post(self, post_id: str) -> bool:
+        return await self.dao.posts.delete_post(post_id)
+
+    async def add_generations(self, post_id: str, generation_ids: List[str]) -> bool:
+        post = await self.dao.posts.get_post(post_id)
+        if not post:
+            return False
+        return await self.dao.posts.add_generations(post_id, generation_ids)
+
+    async def remove_generation(self, post_id: str, generation_id: str) -> bool:
+        post = await self.dao.posts.get_post(post_id)
+        if not post:
+            return False
+        return await self.dao.posts.remove_generation(post_id, generation_id)

config.py

@@ -0,0 +1,39 @@
+import os
+from typing import Optional
+from pydantic_settings import BaseSettings, SettingsConfigDict
+
+
+class Settings(BaseSettings):
+    # Telegram Bot
+    BOT_TOKEN: str
+    ADMIN_ID: int = 0
+
+    # AI Service
+    GEMINI_API_KEY: str
+
+    # Database
+    MONGO_HOST: str = "mongodb://localhost:27017"
+    DB_NAME: str = "my_bot_db"
+
+    # S3 Storage (Minio)
+    MINIO_ENDPOINT: str = "http://localhost:9000"
+    MINIO_ACCESS_KEY: str = "minioadmin"
+    MINIO_SECRET_KEY: str = "minioadmin"
+    MINIO_BUCKET: str = "ai-char"
+
+    # External API
+    EXTERNAL_API_SECRET: Optional[str] = None
+
+    # JWT Security
+    SECRET_KEY: str = "CHANGE_ME_TO_A_SUPER_SECRET_KEY"
+    ALGORITHM: str = "HS256"
+    ACCESS_TOKEN_EXPIRE_MINUTES: int = 30 * 24 * 60  # 30 days
+
+    model_config = SettingsConfigDict(
+        env_file=os.getenv("ENV_FILE", ".env"),
+        env_file_encoding="utf-8",
+        extra="ignore"
+    )
+
+
+settings = Settings()

middlewares/album.py

@@ -27,19 +27,19 @@ class AlbumMiddleware(BaseMiddleware):
                 # Ждем сбора остальных частей
                 await asyncio.sleep(self.latency)
 
-                # Проверяем, что ключ все еще существует (на всякий случай)
+                # Проверяем, что ключ все еще существует
                 if group_id in self.album_data:
                     # Передаем собранный альбом в хендлер
                     # Сортируем по message_id, чтобы порядок был верным
-                    self.album_data[group_id].sort(key=lambda x: x.message_id)
+                    current_album = self.album_data[group_id]
-                    data["album"] = self.album_data[group_id]
+                    current_album.sort(key=lambda x: x.message_id)
+                    data["album"] = current_album
                     return await handler(event, data)
 
             finally:
-                # ЧИСТКА: Удаляем всегда, если это "головной" поток, который создал запись
+                # ЧИСТКА: Удаляем запись после обработки или таймаута
-                # Проверяем, что мы удаляем именно то, что создали, и ключ существует
+                # Используем pop() с дефолтом, чтобы избежать KeyError
-                if group_id in self.album_data and self.album_data[group_id][0] == event:
+                self.album_data.pop(group_id, None)
-                    del self.album_data[group_id]
 
         else:
             # Если группа уже собирается - просто добавляем и выходим

models/Album.py

@@ -1,12 +1,11 @@
 from datetime import datetime, UTC
-from typing import Optional, List
 from pydantic import BaseModel, Field
 
 class Album(BaseModel):
-    id: Optional[str] = None
+    id: str | None = None
     name: str
-    description: Optional[str] = None
+    description: str | None = None
-    cover_asset_id: Optional[str] = None
+    cover_asset_id: str | None = None
-    generation_ids: List[str] = []
+    generation_ids: list[str] = []
     created_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
     updated_at: datetime = Field(default_factory=lambda: datetime.now(UTC))

models/Asset.py

@@ -1,6 +1,6 @@
 from datetime import datetime, UTC
 from enum import Enum
-from typing import Optional, Any, List
+from typing import Any
 
 from pydantic import BaseModel, computed_field, Field, model_validator
 
@@ -8,28 +8,31 @@ from pydantic import BaseModel, computed_field, Field, model_validator
 class AssetContentType(str, Enum):
     IMAGE = 'image'
     PROMPT = 'prompt'
+    VIDEO = 'video'
 
 class AssetType(str, Enum):
     UPLOADED = 'uploaded'
     GENERATED = 'generated'
+    INSPIRATION = 'inspiration'
 
 
 class Asset(BaseModel):
-    id: Optional[str] = None
+    id: str | None = None
     name: str
     type: AssetType = AssetType.GENERATED
     content_type: AssetContentType = AssetContentType.IMAGE
-    linked_char_id: Optional[str] = None
+    linked_char_id: str | None = None
-    data: Optional[bytes] = None
+    data: bytes | None = None
-    tg_doc_file_id: Optional[str] = None
+    tg_doc_file_id: str | None = None
-    tg_photo_file_id: Optional[str] = None
+    tg_photo_file_id: str | None = None
-    minio_object_name: Optional[str] = None
+    minio_object_name: str | None = None
-    minio_bucket: Optional[str] = None
+    minio_bucket: str | None = None
-    minio_thumbnail_object_name: Optional[str] = None
+    minio_thumbnail_object_name: str | None = None
-    thumbnail: Optional[bytes] = None
+    thumbnail: bytes | None = None
-    tags: List[str] = []
+    tags: list[str] = []
-    created_by: Optional[str] = None
+    created_by: str | None = None
-    project_id: Optional[str] = None
+    project_id: str | None = None
+    is_deleted: bool = False
     created_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
     updated_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
 
@@ -62,6 +65,7 @@ class Asset(BaseModel):
 
     # --- CALCULATED FIELD ---
     @computed_field
+    @property
     def url(self) -> str:
         """
         Это поле автоматически вычислится и попадет в model_dump() / .json()

models/Character.py

@@ -1,17 +1,15 @@
-from typing import Optional
 
 from pydantic import BaseModel
 from pydantic_core.core_schema import computed_field
 
 
 class Character(BaseModel):
-    id: Optional[str] = None
+    id: str | None = None
     name: str
-    avatar_asset_id: Optional[str] = None
+    avatar_asset_id: str | None = None
-    avatar_image: Optional[str] = None
+    avatar_image: str | None = None
-    character_image_data: Optional[bytes] = None
+    character_image_doc_tg_id: str | None = None
-    character_image_doc_tg_id: Optional[str] = None
+    character_image_tg_id: str | None = None
-    character_image_tg_id: Optional[str] = None
+    character_bio: str | None = None
-    character_bio: Optional[str] = None
+    created_by: str | None = None
-    created_by: Optional[str] = None
+    project_id: str | None = None
-    project_id: Optional[str] = None

models/Environment.py

@@ -0,0 +1,19 @@
+from pydantic import BaseModel, Field, ConfigDict
+from datetime import datetime
+from bson import ObjectId
+
+
+class Environment(BaseModel):
+    id: str | None = Field(None, alias="_id")
+    character_id: str
+    name: str = Field(..., min_length=1)
+    description: str | None = None
+    asset_ids: list[str] = Field(default_factory=list)
+    created_at: datetime = Field(default_factory=datetime.utcnow)
+    updated_at: datetime = Field(default_factory=datetime.utcnow)
+
+    model_config = ConfigDict(
+        populate_by_name=True,
+        json_encoders={ObjectId: str},
+        arbitrary_types_allowed=True
+    )

models/Generation.py

@@ -1,11 +1,9 @@
 from datetime import datetime, UTC
 from enum import Enum
-from typing import List, Optional
 
 from pydantic import BaseModel, Field, computed_field
 
-from models.Asset import Asset
+from models.enums import AspectRatios, Quality
-from models.enums import AspectRatios, Quality, GenType
 
 
 class GenerationStatus(str, Enum):
@@ -14,29 +12,36 @@ class GenerationStatus(str, Enum):
     FAILED = "failed"
 
 class Generation(BaseModel):
-    id: Optional[str] = None
+    id: str | None = None
     status: GenerationStatus = GenerationStatus.RUNNING
-    failed_reason: Optional[str] = None
+    failed_reason: str | None = None
-    linked_character_id: Optional[str] = None
+    linked_character_id: str | None = None
-    telegram_id: Optional[int] = None
+    telegram_id: int | None = None
     use_profile_image: bool = True
     aspect_ratio: AspectRatios
     quality: Quality
     prompt: str
-    tech_prompt: Optional[str] = None
+    model: str | None = None
-    assets_list: List[str] = Field(default_factory=list)
+    seed: int | None = None
-    result_list: List[str] = Field(default_factory=list)
+    tech_prompt: str | None = None
-    result: Optional[str] = None
+    assets_list: list[str] = Field(default_factory=list)
+    result_list: list[str] = Field(default_factory=list)
+    result: str | None = None
     progress: int = 0
-    execution_time_seconds: Optional[float] = None
+    execution_time_seconds: float | None = None
-    api_execution_time_seconds: Optional[float] = None
+    api_execution_time_seconds: float | None = None
-    token_usage: Optional[int] = None
+    token_usage: int | None = None
-    input_token_usage: Optional[int] = None
+    input_token_usage: int | None = None
-    output_token_usage: Optional[int] = None
+    output_token_usage: int | None = None
     is_deleted: bool = False
-    album_id: Optional[str] = None  
+    album_id: str | None = None  
-    created_by: Optional[str] = None  # Stores User ID (Telegram ID or Web User ObjectId)
+    environment_id: str | None = None
-    project_id: Optional[str] = None
+    generation_group_id: str | None = None
+    created_by: str | None = None  # Stores User ID (Telegram ID or Web User ObjectId)
+    project_id: str | None = None
+    idea_id: str | None = None
+    liked_by: list[str] = Field(default_factory=list)
+    nsfw: bool = False
     created_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
     updated_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
 

models/Idea.py

@@ -0,0 +1,13 @@
+from datetime import datetime
+from pydantic import BaseModel, Field
+
+class Idea(BaseModel):
+    id: str | None = None
+    name: str = "New Idea"
+    description: str | None = None
+    project_id: str | None = None
+    inspiration_id: str | None = None  # Link to Inspiration
+    created_by: str  # User ID
+    is_deleted: bool = False
+    created_at: datetime = Field(default_factory=datetime.now)
+    updated_at: datetime = Field(default_factory=datetime.now)

models/Inspiration.py

@@ -0,0 +1,15 @@
+from datetime import datetime, UTC
+
+from pydantic import BaseModel, Field
+
+
+class Inspiration(BaseModel):
+    id: str | None = None
+    source_url: str
+    caption: str | None = None
+    asset_id: str
+    is_completed: bool = False
+    created_by: str
+    project_id: str | None = None
+    created_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
+    updated_at: datetime = Field(default_factory=lambda: datetime.now(UTC))

models/Post.py

@@ -0,0 +1,22 @@
+from datetime import datetime, timezone, UTC
+from pydantic import BaseModel, Field, model_validator
+
+
+class Post(BaseModel):
+    id: str | None = None
+    date: datetime
+    topic: str
+    generation_ids: list[str] = Field(default_factory=list)
+    project_id: str | None = None
+    created_by: str
+    is_deleted: bool = False
+    created_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
+    updated_at: datetime = Field(default_factory=lambda: datetime.now(UTC))
+
+    @model_validator(mode="after")
+    def ensure_tz_aware(self):
+        for field in ("date", "created_at", "updated_at"):
+            val = getattr(self, field)
+            if val is not None and val.tzinfo is None:
+                setattr(self, field, val.replace(tzinfo=timezone.utc))
+        return self

models/Project.py

@@ -1,12 +1,11 @@
 from datetime import datetime
-from typing import List, Optional
 from pydantic import BaseModel, Field
 
 class Project(BaseModel):
-    id: Optional[str] = None
+    id: str | None = None
     name: str
-    description: Optional[str] = None
+    description: str | None = None
     owner_id: str
-    members: List[str] = [] # List of User IDs
+    members: list[str] = [] # List of User IDs
     is_deleted: bool = False
     created_at: datetime = Field(default_factory=datetime.now)

models/enums.py

@@ -2,19 +2,30 @@ from enum import Enum
 
 
 class AspectRatios(str, Enum):
-    NINESIXTEEN = "NINESIXTEEN"
+    ONEONE = "1:1"
-    SIXTEENNINE = "SIXTEENNINE"
+    TWOTHREE = "2:3"
-    THREEFOUR = "THREEFOUR"
+    THREETWO = "3:2"
-    FOURTHREE = "FOURTHREE"
+    THREEFOUR = "3:4"
+    FOURTHREE = "4:3"
+    FOURFIVE = "4:5"
+    FIVEFOUR = "5:4"
+    NINESIXTEEN = "9:16"
+    SIXTEENNINE = "16:9"
+    TWENTYONENINE = "21:9"
+
+    @classmethod
+    def _missing_(cls, value):
+        mapping = {
+            "NINESIXTEEN": cls.NINESIXTEEN,
+            "SIXTEENNINE": cls.SIXTEENNINE,
+            "THREEFOUR": cls.THREEFOUR,
+            "FOURTHREE": cls.FOURTHREE,
+        }
+        return mapping.get(value)
 
     @property
     def value_ratio(self) -> str:
-        return {
+        return self.value
-            AspectRatios.NINESIXTEEN: "9:16",
-            AspectRatios.SIXTEENNINE: "16:9",
-            AspectRatios.THREEFOUR: "3:4",
-            AspectRatios.FOURTHREE: "4:3",
-        }[self]
 
 
 class Quality(str, Enum):
@@ -41,3 +52,20 @@ class GenType(str, Enum):
             GenType.TEXT: 'Text',
             GenType.IMAGE: 'Image',
         }[self]
+
+
+class TextModel(str, Enum):
+    GEMINI_3_1_PRO_PREVIEW = "gemini-3.1-pro-preview"
+
+    @property
+    def value_model(self) -> str:
+        return self.value
+
+
+class ImageModel(str, Enum):
+    GEMINI_3_PRO_IMAGE_PREVIEW = "gemini-3-pro-image-preview"
+    GEMINI_3_1_FLASH_IMAGE_PREVIEW = "gemini-3.1-flash-image-preview"
+
+    @property
+    def value_model(self) -> str:
+        return self.value

repos/assets_repo.py

@@ -1,6 +1,8 @@
-from typing import List, Optional
+from typing import Any, List, Optional
 import logging
+from datetime import datetime, UTC
 from bson import ObjectId
+from uuid import uuid4
 from motor.motor_asyncio import AsyncIOMotorClient
 
 from models.Asset import Asset
@@ -19,7 +21,8 @@ class AssetsRepo:
              # Main data
              if asset.data:
                 ts = int(asset.created_at.timestamp())
-                object_name = f"{asset.type.value}/{ts}_{asset.name}"
+                uid = uuid4().hex[:8]
+                object_name = f"{asset.type.value}/{ts}_{uid}_{asset.name}"
                 
                 uploaded = await self.s3.upload_file(object_name, asset.data)
                 if uploaded:
@@ -32,7 +35,8 @@ class AssetsRepo:
              # Thumbnail
              if asset.thumbnail:
                 ts = int(asset.created_at.timestamp())
-                thumb_name = f"{asset.type.value}/thumbs/{ts}_{asset.name}_thumb.jpg"
+                uid = uuid4().hex[:8]
+                thumb_name = f"{asset.type.value}/thumbs/{ts}_{uid}_{asset.name}_thumb.jpg"
                 
                 uploaded_thumb = await self.s3.upload_file(thumb_name, asset.thumbnail)
                 if uploaded_thumb:
@@ -47,7 +51,7 @@ class AssetsRepo:
         return str(res.inserted_id)
 
     async def get_assets(self, asset_type: Optional[str] = None, limit: int = 10, offset: int = 0, with_data: bool = False, created_by: Optional[str] = None, project_id: Optional[str] = None) -> List[Asset]:
-        filter = {}
+        filter: dict[str, Any]= {"is_deleted": {"$ne": True}}
         if asset_type:
             filter["type"] = asset_type
         args = {}
@@ -98,7 +102,7 @@ class AssetsRepo:
 
         return assets
 
-    async def get_asset(self, asset_id: str, with_data: bool = True) -> Asset:
+    async def get_asset(self, asset_id: str, with_data: bool = True) -> Optional[Asset]:
         projection = None
         if not with_data:
              projection = {"data": 0, "thumbnail": 0}
@@ -134,7 +138,8 @@ class AssetsRepo:
         if self.s3:
             if asset.data:
                  ts = int(asset.created_at.timestamp())
-                 object_name = f"{asset.type.value}/{ts}_{asset.name}"
+                 uid = uuid4().hex[:8]
+                 object_name = f"{asset.type.value}/{ts}_{uid}_{asset.name}"
                  if await self.s3.upload_file(object_name, asset.data):
                       asset.minio_object_name = object_name
                       asset.minio_bucket = self.s3.bucket_name
@@ -142,7 +147,8 @@ class AssetsRepo:
             
             if asset.thumbnail:
                  ts = int(asset.created_at.timestamp())
-                 thumb_name = f"{asset.type.value}/thumbs/{ts}_{asset.name}_thumb.jpg"
+                 uid = uuid4().hex[:8]
+                 thumb_name = f"{asset.type.value}/thumbs/{ts}_{uid}_{asset.name}_thumb.jpg"
                  if await self.s3.upload_file(thumb_name, asset.thumbnail):
                       asset.minio_thumbnail_object_name = thumb_name
                       asset.thumbnail = None
@@ -169,12 +175,16 @@ class AssetsRepo:
             filter["linked_char_id"] = character_id
         if created_by:
             filter["created_by"] = created_by
+            if project_id is None:
+                filter["project_id"] = None
         if project_id:
             filter["project_id"] = project_id
         return await self.collection.count_documents(filter)
 
     async def get_assets_by_ids(self, asset_ids: List[str]) -> List[Asset]:
-        object_ids = [ObjectId(asset_id) for asset_id in asset_ids]
+        object_ids = [ObjectId(asset_id) for asset_id in asset_ids if ObjectId.is_valid(asset_id)]
+        if not object_ids:
+            return []
         res = self.collection.find({"_id": {"$in": object_ids}}, {"data": 0}) # Exclude data but maybe allow thumbnail if small?
         # Original excluded thumbnail too.
         assets = []
@@ -197,6 +207,61 @@ class AssetsRepo:
         res = await self.collection.delete_one({"_id": ObjectId(asset_id)})
         return res.deleted_count > 0
 
+    async def soft_delete_and_purge_assets(self, asset_ids: List[str]) -> int:
+        """
+        Мягко удаляет ассеты и жёстко удаляет их файлы из S3.
+        Возвращает количество обработанных ассетов.
+        """
+        if not asset_ids:
+            return 0
+
+        object_ids = [ObjectId(aid) for aid in asset_ids if ObjectId.is_valid(aid)]
+        if not object_ids:
+            return 0
+
+        # Находим ассеты, которые ещё не удалены
+        cursor = self.collection.find(
+            {"_id": {"$in": object_ids}, "is_deleted": {"$ne": True}},
+            {"minio_object_name": 1, "minio_thumbnail_object_name": 1}
+        )
+
+        purged_count = 0
+        ids_to_update = []
+
+        async for doc in cursor:
+            ids_to_update.append(doc["_id"])
+
+            # Жёсткое удаление файлов из S3
+            if self.s3:
+                if doc.get("minio_object_name"):
+                    try:
+                        await self.s3.delete_file(doc["minio_object_name"])
+                    except Exception as e:
+                        logger.error(f"Failed to delete S3 object {doc['minio_object_name']}: {e}")
+                if doc.get("minio_thumbnail_object_name"):
+                    try:
+                        await self.s3.delete_file(doc["minio_thumbnail_object_name"])
+                    except Exception as e:
+                        logger.error(f"Failed to delete S3 thumbnail {doc['minio_thumbnail_object_name']}: {e}")
+
+            purged_count += 1
+
+        # Мягкое удаление + очистка ссылок на S3
+        if ids_to_update:
+            await self.collection.update_many(
+                {"_id": {"$in": ids_to_update}},
+                {
+                    "$set": {
+                        "is_deleted": True,
+                        "minio_object_name": None,
+                        "minio_thumbnail_object_name": None,
+                        "updated_at": datetime.now(UTC)
+                    }
+                }
+            )
+
+        return purged_count
+
     async def migrate_to_minio(self) -> dict:
         """Переносит данные и thumbnails из Mongo в MinIO."""
         if not self.s3:
@@ -216,7 +281,8 @@ class AssetsRepo:
                 created_at = doc.get("created_at")
                 ts = int(created_at.timestamp()) if created_at else 0
                 
-                object_name = f"{type_}/{ts}_{asset_id}_{name}"
+                uid = uuid4().hex[:8]
+                object_name = f"{type_}/{ts}_{uid}_{asset_id}_{name}"
                 if await self.s3.upload_file(object_name, data):
                     await self.collection.update_one(
                         {"_id": asset_id},
@@ -243,7 +309,8 @@ class AssetsRepo:
                 created_at = doc.get("created_at")
                 ts = int(created_at.timestamp()) if created_at else 0
                 
-                thumb_name = f"{type_}/thumbs/{ts}_{asset_id}_{name}_thumb.jpg"
+                uid = uuid4().hex[:8]
+                thumb_name = f"{type_}/thumbs/{ts}_{uid}_{asset_id}_{name}_thumb.jpg"
                 if await self.s3.upload_file(thumb_name, thumb):
                     await self.collection.update_one(
                         {"_id": asset_id},

repos/char_repo.py

@@ -15,26 +15,24 @@ class CharacterRepo:
         character.id = str(op.inserted_id)
         return character
 
-    async def get_character(self, character_id: str, with_image_data: bool = False) -> Character | None:
+    async def get_character(self, character_id: str) -> Character | None:
-        args = {}
+        res = await self.collection.find_one({"_id": ObjectId(character_id)})
-        if not with_image_data:
-            args["character_image_data"] = 0
-        res = await self.collection.find_one({"_id": ObjectId(character_id)}, args)
         if res is None:
             return None
         else:
             res["id"] = str(res.pop("_id"))
             return Character(**res)
 
-    async def get_all_characters(self, created_by: Optional[str] = None, project_id: Optional[str] = None) -> List[Character]:
+    async def get_all_characters(self, created_by: Optional[str] = None, project_id: Optional[str] = None, limit: int = 100, offset: int = 0) -> List[Character]:
         filter = {}
         if created_by:
             filter["created_by"] = created_by
+            if project_id is None:
+                filter["project_id"] = None
         if project_id:
             filter["project_id"] = project_id
             
-        args = {"character_image_data": 0}  # don't return image data for list
+        res = await self.collection.find(filter).skip(offset).limit(limit).to_list(None)
-        res = await self.collection.find(filter, args).to_list(None)
         chars = []
         for doc in res:
             doc["id"] = str(doc.pop("_id"))

repos/dao.py

@@ -6,6 +6,10 @@ from repos.generation_repo import GenerationRepo
 from repos.user_repo import UsersRepo
 from repos.albums_repo import AlbumsRepo
 from repos.project_repo import ProjectRepo
+from repos.idea_repo import IdeaRepo
+from repos.post_repo import PostRepo
+from repos.environment_repo import EnvironmentRepo
+from repos.inspiration_repo import InspirationRepo
 
 
 from typing import Optional
@@ -19,3 +23,7 @@ class DAO:
         self.albums = AlbumsRepo(client, db_name)
         self.projects = ProjectRepo(client, db_name)
         self.users = UsersRepo(client, db_name)
+        self.ideas = IdeaRepo(client, db_name)
+        self.posts = PostRepo(client, db_name)
+        self.environments = EnvironmentRepo(client, db_name)
+        self.inspirations = InspirationRepo(client, db_name)

repos/environment_repo.py

@@ -0,0 +1,73 @@
+from typing import List, Optional
+from datetime import datetime
+from bson import ObjectId
+from motor.motor_asyncio import AsyncIOMotorClient
+from models.Environment import Environment
+
+
+class EnvironmentRepo:
+    def __init__(self, client: AsyncIOMotorClient, db_name="bot_db"):
+        self.collection = client[db_name]["environments"]
+
+    async def create_env(self, env: Environment) -> Environment:
+        env_dict = env.model_dump(exclude={"id"})
+        res = await self.collection.insert_one(env_dict)
+        env.id = str(res.inserted_id)
+        return env
+
+    async def get_env(self, env_id: str) -> Optional[Environment]:
+        res = await self.collection.find_one({"_id": ObjectId(env_id)})
+        if not res:
+            return None
+        res["id"] = str(res.pop("_id"))
+        return Environment(**res)
+
+    async def get_character_envs(self, character_id: str) -> List[Environment]:
+        cursor = self.collection.find({"character_id": character_id})
+        envs = []
+        async for doc in cursor:
+            doc["id"] = str(doc.pop("_id"))
+            envs.append(Environment(**doc))
+        return envs
+
+    async def update_env(self, env_id: str, update_data: dict) -> bool:
+        update_data["updated_at"] = datetime.utcnow()
+        res = await self.collection.update_one(
+            {"_id": ObjectId(env_id)},
+            {"$set": update_data}
+        )
+        return res.modified_count > 0
+
+    async def delete_env(self, env_id: str) -> bool:
+        res = await self.collection.delete_one({"_id": ObjectId(env_id)})
+        return res.deleted_count > 0
+
+    async def add_asset(self, env_id: str, asset_id: str) -> bool:
+        res = await self.collection.update_one(
+            {"_id": ObjectId(env_id)},
+            {
+                "$addToSet": {"asset_ids": asset_id},
+                "$set": {"updated_at": datetime.utcnow()}
+            }
+        )
+        return res.modified_count > 0
+
+    async def add_assets(self, env_id: str, asset_ids: List[str]) -> bool:
+        res = await self.collection.update_one(
+            {"_id": ObjectId(env_id)},
+            {
+                "$addToSet": {"asset_ids": {"$each": asset_ids}},
+                "$set": {"updated_at": datetime.utcnow()}
+            }
+        )
+        return res.modified_count > 0
+
+    async def remove_asset(self, env_id: str, asset_id: str) -> bool:
+        res = await self.collection.update_one(
+            {"_id": ObjectId(env_id)},
+            {
+                "$pull": {"asset_ids": asset_id},
+                "$set": {"updated_at": datetime.utcnow()}
+            }
+        )
+        return res.modified_count > 0

repos/generation_repo.py

@@ -1,4 +1,5 @@
-from typing import Optional, List
+from typing import Any, Optional, List
+from datetime import datetime, timedelta, UTC
 
 from PIL.ImageChops import offset
 from bson import ObjectId
@@ -16,7 +17,7 @@ class GenerationRepo:
         res = await self.collection.insert_one(generation.model_dump())
         return str(res.inserted_id)
 
-    async def get_generation(self, generation_id: str) -> Optional[Generation]:
+    async def get_generation(self, generation_id: str) -> Generation | None:
         res = await self.collection.find_one({"_id": ObjectId(generation_id)})
         if res is None:
             return None
@@ -25,20 +26,32 @@ class GenerationRepo:
             return Generation(**res)
 
     async def get_generations(self, character_id: Optional[str] = None, status: Optional[GenerationStatus] = None,
-                              limit: int = 10, offset: int = 10, created_by: Optional[str] = None, project_id: Optional[str] = None) -> List[Generation]:
+                              limit: int = 10, offset: int = 0, created_by: Optional[str] = None, project_id: Optional[str] = None, 
+                              idea_id: Optional[str] = None, only_liked_by: Optional[str] = None) -> List[Generation]:
         
-        filter = {"is_deleted": False}
+        filter: dict[str, Any] = {"is_deleted": False}
         if character_id is not None:
             filter["linked_character_id"] = character_id
         if status is not None:
             filter["status"] = status
         if created_by is not None:
             filter["created_by"] = created_by
+            # If filtering by created_by user (e.g. "My Generations"), we typically imply personal scope if project_id is None.
+            # But if project_id is passed, we filter by that.
+            if project_id is None:
                 filter["project_id"] = None
         if project_id is not None:
             filter["project_id"] = project_id
+        if idea_id is not None:
+            filter["idea_id"] = idea_id
+        if only_liked_by is not None:
+            filter["liked_by"] = only_liked_by
 
-        res = await self.collection.find(filter).sort("created_at", -1).skip(
+        # If fetching for an idea, sort by created_at ascending (cronological)
+        # Otherwise typically descending (newest first)
+        sort_order = 1 if idea_id else -1
+
+        res = await self.collection.find(filter).sort("created_at", sort_order).skip(
             offset).limit(limit).to_list(None)
         generations: List[Generation] = []
         for generation in res:
@@ -47,7 +60,8 @@ class GenerationRepo:
         return generations
 
     async def count_generations(self, character_id: Optional[str] = None, status: Optional[GenerationStatus] = None, 
-                                album_id: Optional[str] = None, created_by: Optional[str] = None, project_id: Optional[str] = None) -> int:
+                                album_id: Optional[str] = None, created_by: Optional[str] = None, project_id: Optional[str] = None, 
+                                idea_id: Optional[str] = None, only_liked_by: Optional[str] = None) -> int:
         args = {}
         if character_id is not None:
             args["linked_character_id"] = character_id
@@ -55,8 +69,16 @@ class GenerationRepo:
             args["status"] = status
         if created_by is not None:
             args["created_by"] = created_by
+            if project_id is None:
+                args["project_id"] = None
         if project_id is not None:
             args["project_id"] = project_id
+        if idea_id is not None:
+            args["idea_id"] = idea_id
+        if album_id is not None:
+            args["album_id"] = album_id
+        if only_liked_by is not None:
+            args["liked_by"] = only_liked_by
         return await self.collection.count_documents(args)
 
     async def get_generations_by_ids(self, generation_ids: List[str]) -> List[Generation]:
@@ -77,3 +99,219 @@ class GenerationRepo:
 
     async def update_generation(self, generation: Generation, ):
         res = await self.collection.update_one({"_id": ObjectId(generation.id)}, {"$set": generation.model_dump()})
+
+    async def toggle_like(self, generation_id: str, user_id: str) -> bool | None:
+        """
+        Toggles like for a user on a generation.
+        Returns True if liked, False if unliked, None if generation not found.
+        """
+        if not ObjectId.is_valid(generation_id):
+            return None
+
+        oid = ObjectId(generation_id)
+        
+        # Check if generation exists
+        gen = await self.collection.find_one({"_id": oid}, {"liked_by": 1})
+        
+        if not gen:
+            return None
+
+        if user_id in gen.get("liked_by", []):
+            # Unlike
+            await self.collection.update_one(
+                {"_id": oid},
+                {"$pull": {"liked_by": user_id}}
+            )
+            return False
+        else:
+            # Like
+            await self.collection.update_one(
+                {"_id": oid},
+                {"$addToSet": {"liked_by": user_id}}
+            )
+            return True
+
+    async def mark_nsfw(self, generation_id: str, is_nsfw: bool) -> bool:
+        if not ObjectId.is_valid(generation_id):
+            return False
+        
+        res = await self.collection.update_one(
+            {"_id": ObjectId(generation_id)},
+            {"$set": {"nsfw": is_nsfw}}
+        )
+        return res.modified_count > 0
+
+    async def get_usage_stats(self, created_by: Optional[str] = None, project_id: Optional[str] = None) -> dict:
+        """
+        Calculates usage statistics (runs, tokens, cost) using MongoDB aggregation.
+        Includes even soft-deleted generations to reflect actual expenditure.
+        """
+        pipeline = []
+        
+        # 1. Match all done generations (including soft-deleted)
+        match_stage = {"status": GenerationStatus.DONE}
+        if created_by:
+            match_stage["created_by"] = created_by
+        if project_id:
+            match_stage["project_id"] = project_id
+            
+        pipeline.append({"$match": match_stage})
+        
+        # 2. Group by null (total)
+        pipeline.append({
+            "$group": {
+                "_id": None,
+                "total_runs": {"$sum": 1},
+                "total_tokens": {
+                    "$sum": {
+                        "$cond": [
+                            {"$and": [{"$gt": ["$input_token_usage", 0]}, {"$gt": ["$output_token_usage", 0]}]},
+                            {"$add": ["$input_token_usage", "$output_token_usage"]},
+                            {"$ifNull": ["$token_usage", 0]}
+                        ]
+                    }
+                },
+                "total_input_tokens": {"$sum": {"$ifNull": ["$input_token_usage", 0]}},
+                "total_output_tokens": {"$sum": {"$ifNull": ["$output_token_usage", 0]}},
+                "total_cost": {
+                    "$sum": {
+                        "$add": [
+                            {"$multiply": [{"$ifNull": ["$input_token_usage", 0]}, 0.000002]},
+                            {"$multiply": [{"$ifNull": ["$output_token_usage", 0]}, 0.00012]}
+                        ]
+                    }
+                }
+            }
+        })
+        
+        cursor = self.collection.aggregate(pipeline)
+        res = await cursor.to_list(1)
+        
+        if not res:
+            return {
+                "total_runs": 0,
+                "total_tokens": 0,
+                "total_input_tokens": 0,
+                "total_output_tokens": 0,
+                "total_cost": 0.0
+            }
+            
+        result = res[0]
+        result.pop("_id")
+        result["total_cost"] = round(result["total_cost"], 4)
+        return result
+
+    async def get_usage_breakdown(self, group_by: str = "created_by", project_id: Optional[str] = None, created_by: Optional[str] = None) -> List[dict]:
+        """
+        Returns usage statistics grouped by user or project.
+        Includes even soft-deleted generations to reflect actual expenditure.
+        """
+        pipeline = []
+        
+        match_stage = {"status": GenerationStatus.DONE}
+        if project_id:
+            match_stage["project_id"] = project_id
+        if created_by:
+            match_stage["created_by"] = created_by
+            
+        pipeline.append({"$match": match_stage})
+        
+        pipeline.append({
+            "$group": {
+                "_id": f"${group_by}",
+                "total_runs": {"$sum": 1},
+                "total_tokens": {
+                    "$sum": {
+                        "$cond": [
+                            {"$and": [{"$gt": ["$input_token_usage", 0]}, {"$gt": ["$output_token_usage", 0]}]},
+                            {"$add": ["$input_token_usage", "$output_token_usage"]},
+                            {"$ifNull": ["$token_usage", 0]}
+                        ]
+                    }
+                },
+                "total_input_tokens": {"$sum": {"$ifNull": ["$input_token_usage", 0]}},
+                "total_output_tokens": {"$sum": {"$ifNull": ["$output_token_usage", 0]}},
+                "total_cost": {
+                    "$sum": {
+                        "$add": [
+                            {"$multiply": [{"$ifNull": ["$input_token_usage", 0]}, 0.000002]},
+                            {"$multiply": [{"$ifNull": ["$output_token_usage", 0]}, 0.00012]}
+                        ]
+                    }
+                }
+            }
+        })
+        
+        pipeline.append({"$sort": {"total_cost": -1}})
+        
+        cursor = self.collection.aggregate(pipeline)
+        res = await cursor.to_list(None)
+        
+        results = []
+        for item in res:
+            entity_id = item.pop("_id")
+            item["total_cost"] = round(item["total_cost"], 4)
+            results.append({
+                "entity_id": str(entity_id) if entity_id else "unknown",
+                "stats": item
+            })
+            
+        return results
+
+    async def get_generations_by_group(self, group_id: str) -> List[Generation]:
+        res = await self.collection.find({"generation_group_id": group_id, "is_deleted": False}).sort("created_at", 1).to_list(None)
+        generations: List[Generation] = []
+        for generation in res:
+            generation["id"] = str(generation.pop("_id"))
+            generations.append(Generation(**generation))
+        return generations
+
+    async def cancel_stale_generations(self, timeout_minutes: int = 5) -> int:
+        cutoff_time = datetime.now(UTC) - timedelta(minutes=timeout_minutes)
+        res = await self.collection.update_many(
+            {
+                "status": GenerationStatus.RUNNING,
+                "created_at": {"$lt": cutoff_time}
+            },
+            {
+                "$set": {
+                    "status": GenerationStatus.FAILED,
+                    "failed_reason": "Timeout: Execution time limit exceeded",
+                    "updated_at": datetime.now(UTC)
+                }
+            }
+        )
+        return res.modified_count
+
+    async def soft_delete_old_generations(self, days: int = 2) -> tuple[int, List[str]]:
+        """
+        Мягко удаляет генерации старше N дней.
+        Возвращает (количество удалённых, список asset IDs для очистки).
+        """
+        cutoff_time = datetime.now(UTC) - timedelta(days=days)
+        filter_query = {
+            "is_deleted": False,
+            "status": {"$in": [GenerationStatus.DONE, GenerationStatus.FAILED]},
+            "created_at": {"$lt": cutoff_time}
+        }
+
+        # Сначала собираем asset IDs из удаляемых генераций
+        asset_ids: List[str] = []
+        cursor = self.collection.find(filter_query, {"result_list": 1, "assets_list": 1})
+        async for doc in cursor:
+            asset_ids.extend(doc.get("result_list", []))
+
+        # Мягкое удаление
+        res = await self.collection.update_many(
+            filter_query,
+            {
+                "$set": {
+                    "is_deleted": True,
+                    "updated_at": datetime.now(UTC)
+                }
+            }
+        )
+
+        # Убираем дубликаты
+        unique_asset_ids = list(set(asset_ids))
+        return res.modified_count, unique_asset_ids

repos/idea_repo.py

@@ -0,0 +1,91 @@
+from typing import Optional, List
+from bson import ObjectId
+from motor.motor_asyncio import AsyncIOMotorClient
+from models.Idea import Idea
+
+class IdeaRepo:
+    def __init__(self, client: AsyncIOMotorClient, db_name="bot_db"):
+        self.collection = client[db_name]["ideas"]
+
+    async def create_idea(self, idea: Idea) -> str:
+        res = await self.collection.insert_one(idea.model_dump())
+        return str(res.inserted_id)
+
+    async def get_idea(self, idea_id: str) -> Optional[Idea]:
+        if not ObjectId.is_valid(idea_id):
+            return None
+        res = await self.collection.find_one({"_id": ObjectId(idea_id)})
+        if res:
+            res["id"] = str(res.pop("_id"))
+            return Idea(**res)
+        return None
+
+    async def get_ideas(self, project_id: Optional[str], user_id: str, limit: int = 20, offset: int = 0) -> List[dict]:
+        if project_id:
+            match_stage = {"project_id": project_id, "is_deleted": False}
+        else:
+            match_stage = {"created_by": user_id, "project_id": None, "is_deleted": False}
+            
+        pipeline = [
+            {"$match": match_stage},
+            {"$sort": {"updated_at": -1}},
+            {"$skip": offset},
+            {"$limit": limit},
+            # Add string id field for lookup
+            {"$addFields": {"str_id": {"$toString": "$_id"}}},
+            # Lookup generations
+            {
+                "$lookup": {
+                    "from": "generations",
+                    "let": {"idea_id": "$str_id"},
+                    "pipeline": [
+                        {
+                            "$match": {
+                                "$and": [
+                                    {"$expr": {"$eq": ["$idea_id", "$$idea_id"]}},
+                                    {"status": "done"},
+                                    {"result_list": {"$exists": True, "$not": {"$size": 0}}},
+                                    {"is_deleted": False}
+                                ]
+                            }
+                        },
+                        {"$sort": {"created_at": -1}},  # Ensure we get the latest successful
+                        {"$limit": 1}
+                    ],
+                    "as": "generations"
+                }
+            },
+            # Unwind generations array (preserve ideas without generations)
+            {"$unwind": {"path": "$generations", "preserveNullAndEmptyArrays": True}},
+            # Rename for clarity
+            {"$addFields": {
+                "last_generation": "$generations",
+                "id": "$str_id"
+            }},
+            {"$project": {"generations": 0, "str_id": 0, "_id": 0}}
+        ]
+        
+        return await self.collection.aggregate(pipeline).to_list(None)
+
+    async def delete_idea(self, idea_id: str) -> bool:
+        if not ObjectId.is_valid(idea_id):
+            return False
+        res = await self.collection.update_one(
+            {"_id": ObjectId(idea_id)}, 
+            {"$set": {"is_deleted": True}}
+        )
+        return res.modified_count > 0
+
+    async def update_idea(self, idea: Idea) -> bool:
+        if not idea.id or not ObjectId.is_valid(idea.id):
+            return False
+        
+        idea_dict = idea.model_dump()
+        if "id" in idea_dict:
+            del idea_dict["id"]
+            
+        res = await self.collection.update_one(
+            {"_id": ObjectId(idea.id)},
+            {"$set": idea_dict}
+        )
+        return res.modified_count > 0

repos/inspiration_repo.py

@@ -0,0 +1,54 @@
+from typing import List, Optional
+
+from bson import ObjectId
+from motor.motor_asyncio import AsyncIOMotorClient
+
+from models.Inspiration import Inspiration
+
+
+class InspirationRepo:
+    def __init__(self, client: AsyncIOMotorClient, db_name="bot_db"):
+        self.collection = client[db_name]["inspirations"]
+
+    async def create_inspiration(self, inspiration: Inspiration) -> str:
+        res = await self.collection.insert_one(inspiration.model_dump(exclude={"id"}))
+        return str(res.inserted_id)
+
+    async def get_inspiration(self, inspiration_id: str) -> Optional[Inspiration]:
+        res = await self.collection.find_one({"_id": ObjectId(inspiration_id)})
+        if res:
+            res["id"] = str(res.pop("_id"))
+            return Inspiration(**res)
+        return None
+
+    async def get_inspirations(self, project_id: Optional[str] = None, created_by: Optional[str] = None, limit: int = 20, offset: int = 0) -> List[Inspiration]:
+        query = {}
+        if project_id:
+            query["project_id"] = project_id
+        if created_by:
+            query["created_by"] = created_by
+
+        cursor = self.collection.find(query).sort("created_at", -1).skip(offset).limit(limit)
+        inspirations = []
+        async for doc in cursor:
+            doc["id"] = str(doc.pop("_id"))
+            inspirations.append(Inspiration(**doc))
+        return inspirations
+
+    async def count_inspirations(self, project_id: Optional[str] = None, created_by: Optional[str] = None) -> int:
+        query = {}
+        if project_id:
+            query["project_id"] = project_id
+        if created_by:
+            query["created_by"] = created_by
+        return await self.collection.count_documents(query)
+
+    async def update_inspiration(self, inspiration: Inspiration):
+        await self.collection.update_one(
+            {"_id": ObjectId(inspiration.id)},
+            {"$set": inspiration.model_dump(exclude={"id"})}
+        )
+
+    async def delete_inspiration(self, inspiration_id: str) -> bool:
+        res = await self.collection.delete_one({"_id": ObjectId(inspiration_id)})
+        return res.deleted_count > 0

repos/post_repo.py

@@ -0,0 +1,97 @@
+from typing import List, Optional
+from datetime import datetime
+import logging
+from bson import ObjectId
+from motor.motor_asyncio import AsyncIOMotorClient
+
+from models.Post import Post
+
+logger = logging.getLogger(__name__)
+
+
+class PostRepo:
+    def __init__(self, client: AsyncIOMotorClient, db_name="bot_db"):
+        self.collection = client[db_name]["posts"]
+
+    async def create_post(self, post: Post) -> str:
+        res = await self.collection.insert_one(post.model_dump())
+        return str(res.inserted_id)
+
+    async def get_post(self, post_id: str) -> Optional[Post]:
+        if not ObjectId.is_valid(post_id):
+            return None
+        res = await self.collection.find_one({"_id": ObjectId(post_id), "is_deleted": False})
+        if res:
+            res["id"] = str(res.pop("_id"))
+            return Post(**res)
+        return None
+
+    async def get_posts(
+        self,
+        project_id: Optional[str],
+        user_id: str,
+        limit: int = 20,
+        offset: int = 0,
+        date_from: Optional[datetime] = None,
+        date_to: Optional[datetime] = None,
+    ) -> List[Post]:
+        if project_id:
+            match = {"project_id": project_id, "is_deleted": False}
+        else:
+            match = {"created_by": user_id, "project_id": None, "is_deleted": False}
+
+        if date_from or date_to:
+            date_filter = {}
+            if date_from:
+                date_filter["$gte"] = date_from
+            if date_to:
+                date_filter["$lte"] = date_to
+            match["date"] = date_filter
+
+        cursor = (
+            self.collection.find(match)
+            .sort("date", -1)
+            .skip(offset)
+            .limit(limit)
+        )
+        posts = []
+        async for doc in cursor:
+            doc["id"] = str(doc.pop("_id"))
+            posts.append(Post(**doc))
+        return posts
+
+    async def update_post(self, post_id: str, data: dict) -> bool:
+        if not ObjectId.is_valid(post_id):
+            return False
+        res = await self.collection.update_one(
+            {"_id": ObjectId(post_id)},
+            {"$set": data},
+        )
+        return res.modified_count > 0
+
+    async def delete_post(self, post_id: str) -> bool:
+        if not ObjectId.is_valid(post_id):
+            return False
+        res = await self.collection.update_one(
+            {"_id": ObjectId(post_id)},
+            {"$set": {"is_deleted": True}},
+        )
+        return res.modified_count > 0
+
+    async def add_generations(self, post_id: str, generation_ids: List[str]) -> bool:
+        if not ObjectId.is_valid(post_id):
+            return False
+        res = await self.collection.update_one(
+            {"_id": ObjectId(post_id)},
+            {"$addToSet": {"generation_ids": {"$each": generation_ids}}},
+        )
+        return res.modified_count > 0
+
+    async def remove_generation(self, post_id: str, generation_id: str) -> bool:
+        if not ObjectId.is_valid(post_id):
+            return False
+        res = await self.collection.update_one(
+            {"_id": ObjectId(post_id)},
+            {"$pull": {"generation_ids": generation_id}},
+        )
+        return res.modified_count > 0

requirements.txt

@@ -51,3 +51,5 @@ python-jose[cryptography]==3.3.0
 python-multipart==0.0.22
 email-validator
 prometheus-fastapi-instrumentator
+pydantic-settings==2.13.0
+yt-dlp

routers/char_router.py

@@ -51,57 +51,66 @@ async def new_char_bio(message: Message, state: FSMContext, dao: DAO, bot: Bot):
     wait_msg = await message.answer("💾 Сохраняю персонажа...")
 
     try:
-        # ВОТ ТУТ скачиваем файл (прямо перед сохранением)
+        # 1. Скачиваем файл (один раз)
+        # TODO: Для больших файлов лучше использовать streaming или сохранять во временный файл
         file_io = await bot.download(file_id)
-        # photo_bytes = file_io.getvalue()  # Получаем байты
+        file_bytes = file_io.read()
         
-
+        # 2. Создаем Character (сначала без ассета, чтобы получить ID)
-        # Создаем модель
         char = Character(
             id=None,
             name=name,
-            character_image_data=file_io.read(),
             character_image_tg_id=None,
             character_image_doc_tg_id=file_id,
             character_bio=bio,
             created_by=str(message.from_user.id)
         )
-        file_io.close()
-
-        # Сохраняем через DAO
         
+        # Сохраняем, чтобы получить ID
         await dao.chars.add_character(char)
-        file_info = await bot.get_file(char.character_image_doc_tg_id)
+        
-        file_bytes = await bot.download_file(file_info.file_path)
+        # 3. Создаем Asset (связанный с персонажем)
-        file_io = file_bytes.read()
+        avatar_asset_id = await dao.assets.create_asset(
-        avatar_asset = await dao.assets.create_asset(
+            Asset(
-            Asset(name="avatar.png", type=AssetType.UPLOADED, content_type=AssetContentType.IMAGE, linked_char_id=str(char.id), data=file_io,
+                name="avatar.png", 
-                  tg_doc_file_id=file_id))
+                type=AssetType.UPLOADED, 
-        char.avatar_image = avatar_asset.link
+                content_type=AssetContentType.IMAGE, 
+                linked_char_id=str(char.id), 
+                data=file_bytes,
+                tg_doc_file_id=file_id
+            )
+        )
+        
+        # 4. Обновляем персонажа ссылками на ассет
+        char.avatar_asset_id = avatar_asset_id
+        char.avatar_image = f"/api/assets/{avatar_asset_id}" # Формируем ссылку вручную или используем метод, если появится
+        
         # Отправляем подтверждение
-        # Используем байты для отправки обратно
         photo_msg = await message.answer_photo(
-            photo=BufferedInputFile(file_io,
+            photo=BufferedInputFile(file_bytes, filename="char.jpg"),
-                                    filename="char.jpg") if not char.character_image_tg_id else char.character_image_tg_id,
             caption=(
                 "🎉 <b>Персонаж создан!</b>\n\n"
                 f"👤 <b>Имя:</b> {char.name}\n"
                 f"📝 <b>Био:</b> {char.character_bio}"
             )
         )
-        file_bytes.close()
-        char.character_image_tg_id = photo_msg.photo[0].file_id
         
+        # Сохраняем TG ID фото (которое отправили как фото, а не документ)
+        char.character_image_tg_id = photo_msg.photo[-1].file_id
+
+        # Финальное обновление персонажа
         await dao.chars.update_char(char.id, char)
+        
         await wait_msg.delete()
+        file_io.close()
 
         # Сбрасываем состояние
         await state.clear()
 
     except Exception as e:
-        logging.error(e)
+        logger.error(f"Error creating character: {e}")
+        traceback.print_exc()
         await wait_msg.edit_text(f"❌ Ошибка при сохранении: {e}")
-        # Не сбрасываем стейт, даем возможность попробовать ввести био снова или начать заново
 
 
 @router.message(Command("chars"))

routers/gen_router.py

@@ -126,12 +126,11 @@ async def change_char(call: CallbackQuery, state: FSMContext, dao: DAO):
 @router.callback_query(States.gen_mode, F.data == 'gen_mode_change_aspect_ratio')
 async def gen_mode_change_aspect_ratio(call: CallbackQuery, state: FSMContext, dao: DAO):
     await call.answer()
-    keyboards = []
+    buttons = [InlineKeyboardButton(text=ratio.value, callback_data=f'select_ratio_{ratio.name}') for ratio in AspectRatios]
-    for ratio in AspectRatios:
+    keyboard_rows = [buttons[i:i + 4] for i in range(0, len(buttons), 4)]
-        keyboards.append(InlineKeyboardButton(text=ratio.value, callback_data=f'select_ratio_{ratio.name}'))
+    keyboard_rows.append([InlineKeyboardButton(text="⬅️ Назад", callback_data="gen_mode_cancel_ratio_change")])
     await call.message.edit_caption(caption="Выбери соотношение сторон",
-                                    reply_markup=InlineKeyboardMarkup(inline_keyboard=[keyboards, [InlineKeyboardButton(
+                                    reply_markup=InlineKeyboardMarkup(inline_keyboard=keyboard_rows))
-                                        text="⬅️ Назад", callback_data="gen_mode_cancel_ratio_change")]]))
 
 
 @router.callback_query(States.gen_mode, F.data.startswith('select_ratio_'))

tests/test_character_crud.py

@@ -3,17 +3,17 @@ import pytest
 from fastapi.testclient import TestClient
 from unittest.mock import MagicMock
 from motor.motor_asyncio import AsyncIOMotorClient
-import os
 import asyncio
+from config import settings
 
-from main import app
+from aiws import app
 from api.endpoints.auth import get_current_user
 from api.dependency import get_dao
 from repos.dao import DAO
 from models.Character import Character
 
 # Config for test DB
-MONGO_HOST = os.getenv("MONGO_HOST", "mongodb://admin:super_secure_password@31.59.58.220:27017")
+MONGO_HOST = settings.MONGO_HOST
 DB_NAME = "bot_db_test_chars"
 
 # Mock User

tests/test_external_import.py

@@ -10,13 +10,13 @@ import json
 import requests
 import base64
 import os
-from dotenv import load_dotenv
+from config import settings
 
-load_dotenv()
+# Load env is not needed as settings handles it
 
 # Configuration
 API_URL = "http://localhost:8090/api/generations/import"
-SECRET = os.getenv("EXTERNAL_API_SECRET", "your_super_secret_key_change_this_in_production")
+SECRET = settings.EXTERNAL_API_SECRET or "your_super_secret_key_change_this_in_production"
 
 # Sample generation data
 generation_data = {