Fixed thumbnails ratio. Preparing user preference management

.gitignore

@@ -216,3 +216,159 @@ __marimo__/
 
 # Streamlit
 .streamlit/secrets.toml
+
+### react ###
+.DS_*
+*.log
+logs
+**/*.backup.*
+**/*.back.*
+
+node_modules
+bower_components
+
+*.sublime*
+
+psd
+thumb
+sketch
+
+### Node ###
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+lerna-debug.log*
+.pnpm-debug.log*
+
+# Diagnostic reports (https://nodejs.org/api/report.html)
+report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json
+
+# Runtime data
+pids
+*.pid
+*.seed
+*.pid.lock
+
+# Directory for instrumented libs generated by jscoverage/JSCover
+lib-cov
+
+# Coverage directory used by tools like istanbul
+coverage
+*.lcov
+
+# nyc test coverage
+.nyc_output
+
+# Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files)
+.grunt
+
+# Bower dependency directory (https://bower.io/)
+bower_components
+
+# node-waf configuration
+.lock-wscript
+
+# Compiled binary addons (https://nodejs.org/api/addons.html)
+build/Release
+
+# Dependency directories
+node_modules/
+jspm_packages/
+
+# Snowpack dependency directory (https://snowpack.dev/)
+web_modules/
+
+# TypeScript cache
+*.tsbuildinfo
+
+# Optional npm cache directory
+.npm
+
+# Optional eslint cache
+.eslintcache
+
+# Optional stylelint cache
+.stylelintcache
+
+# Microbundle cache
+.rpt2_cache/
+.rts2_cache_cjs/
+.rts2_cache_es/
+.rts2_cache_umd/
+
+# Optional REPL history
+.node_repl_history
+
+# Output of 'npm pack'
+*.tgz
+
+# Yarn Integrity file
+.yarn-integrity
+
+# dotenv environment variable files
+.env
+.env.development.local
+.env.test.local
+.env.production.local
+.env.local
+
+# parcel-bundler cache (https://parceljs.org/)
+.cache
+.parcel-cache
+
+# Next.js build output
+.next
+out
+
+# Nuxt.js build / generate output
+.nuxt
+dist
+
+# Gatsby files
+.cache/
+# Comment in the public line in if your project uses Gatsby and not Next.js
+# https://nextjs.org/blog/next-9-1#public-directory-support
+# public
+
+# vuepress build output
+.vuepress/dist
+
+# vuepress v2.x temp and cache directory
+.temp
+
+# Docusaurus cache and generated files
+.docusaurus
+
+# Serverless directories
+.serverless/
+
+# FuseBox cache
+.fusebox/
+
+# DynamoDB Local files
+.dynamodb/
+
+# TernJS port file
+.tern-port
+
+# Stores VSCode versions used for testing VSCode extensions
+.vscode-test
+
+# yarn v2
+.yarn/cache
+.yarn/unplugged
+.yarn/build-state.yml
+.yarn/install-state.gz
+.pnp.*
+
+### Node Patch ###
+# Serverless Webpack directories
+.webpack/
+
+# Optional stylelint cache
+
+# SvelteKit build / generate output
+.svelte-kit

Makefile

@@ -0,0 +1,32 @@
+.PHONY: init up down restart logs clean
+
+init:
+	@echo "Creating directories and setting permissions..."
+	@mkdir -p ./volumes/watched_files ./volumes/objects
+	@chown -R 1002:1002 ./volumes/watched_files ./volumes/objects
+	@echo "✓ Directories initialized"
+
+up: init
+	@echo "Starting services..."
+	@docker-compose up -d
+	@echo "✓ Services started"
+
+down:
+	@docker-compose down
+
+restart:
+	@docker-compose restart
+
+logs:
+	@docker-compose logs -f
+
+clean: down
+	@echo "Cleaning volumes..."
+	@sudo rm -rf ./volumes
+	@echo "✓ Volumes cleaned"
+
+rebuild: clean init
+	@echo "Rebuilding images..."
+	@docker-compose build --no-cache
+	@docker-compose up -d
+	@echo "✓ Services rebuilt and started"

Readme.md

@@ -13,7 +13,7 @@ architecture with Redis for task queuing and MongoDB for data persistence.
 - **Backend API**: FastAPI (Python 3.12)
 - **Task Processing**: Celery with Redis broker
 - **Document Processing**: EasyOCR, PyMuPDF, python-docx, pdfplumber
-- **Database**: MongoDB
+- **Database**: MongoDB (pymongo)
 - **Frontend**: React
 - **Containerization**: Docker & Docker Compose
 - **File Monitoring**: Python watchdog library
@@ -109,16 +109,18 @@ MyDocManager/
 │   │   │   │   └── types.py                 # PyObjectId and other useful types
 │   │   │   ├── database/
 │   │   │   │   ├── __init__.py
-│   │   │   │   ├── connection.py            # MongoDB connection
+│   │   │   │   ├── connection.py            # MongoDB connection (pymongo)
 │   │   │   │   └── repositories/
 │   │   │   │       ├── __init__.py
-│   │   │   │       ├── user_repository.py      # User CRUD operations
+│   │   │   │       ├── user_repository.py      # User CRUD operations (synchronous)
-│   │   │   │       └── document_repository.py  # User CRUD operations
+│   │   │   │       ├── document_repository.py  # Document CRUD operations (synchronous)
+│   │   │   │       └── job_repository.py       # Job CRUD operations (synchronous)
 │   │   │   ├── services/
 │   │   │   │   ├── __init__.py
-│   │   │   │   ├── auth_service.py          # JWT & password logic
+│   │   │   │   ├── auth_service.py          # JWT & password logic (synchronous)
-│   │   │   │   ├── user_service.py          # User business logic
+│   │   │   │   ├── user_service.py          # User business logic (synchronous)
-│   │   │   │   ├── document_service.py      # Document business logic
+│   │   │   │   ├── document_service.py      # Document business logic (synchronous)
+│   │   │   │   ├── job_service.py           # Job processing logic (synchronous)
 │   │   │   │   └── init_service.py          # Admin creation at startup
 │   │   │   ├── api/
 │   │   │   │   ├── __init__.py
@@ -138,7 +140,13 @@ MyDocManager/
 │   └── frontend/
 │       ├── Dockerfile
 │       ├── package.json
+│       ├── index.html
 │       └── src/
+│           ├── assets/
+│           ├── App.css
+│           ├── App.jsx
+│           ├── main.css
+│           └── main.jsx
 ├── tests/
 │   ├── file-processor/
 │   │   ├── test_auth/
@@ -334,13 +342,12 @@ class ProcessingJob(BaseModel):
 - **Rationale**: MongoDB is not meant for large files, better performance. Files remain in the file system for easy
   access.
 
-### Implementation Order
+#### Repository and Services Implementation
+
+- **Choice**: Synchronous implementation using pymongo
+- **Rationale**: Full compatibility with Celery workers and simplified workflow
+- **Implementation**: All repositories and services operate synchronously for seamless integration
 
-1. ✅ Pydantic models for MongoDB collections
-2. UNDER PROGRESS : Repository layer for data access (files + processing_jobs)
-3. TODO :  Celery tasks for document processing
-4. TODO : Watchdog file monitoring implementation
-5. TODO : FastAPI integration and startup coordination
 
 ## Job Management Layer
 
@@ -350,7 +357,7 @@ The job management system follows the repository pattern for clean separation be
 
 #### JobRepository
 
-Handles direct MongoDB operations for processing jobs:
+Handles direct MongoDB operations for processing jobs using synchronous pymongo:
 
 **CRUD Operations:**
 - `create_job()` - Create new processing job with automatic `created_at` timestamp
@@ -367,7 +374,7 @@ Handles direct MongoDB operations for processing jobs:
 
 #### JobService
 
-Provides business logic layer with strict status transition validation:
+Provides synchronous business logic layer with strict status transition validation:
 
 **Status Transition Methods:**
 - `mark_job_as_started()` - PENDING → PROCESSING
@@ -381,7 +388,6 @@ Provides business logic layer with strict status transition validation:
 
 #### Custom Exceptions
 
-**JobNotFoundError**: Raised when job ID doesn't exist
 **InvalidStatusTransitionError**: Raised for invalid status transitions  
 **JobRepositoryError**: Raised for MongoDB operation failures
 
@@ -400,9 +406,15 @@ All other transitions are forbidden and will raise `InvalidStatusTransitionError
 ```
 src/file-processor/app/
 ├── database/repositories/
-│   └── job_repository.py           # JobRepository class
+│   ├── job_repository.py           # JobRepository class (synchronous)
+│   ├── user_repository.py          # UserRepository class (synchronous)
+│   ├── document_repository.py      # DocumentRepository class (synchronous)
+│   └── file_repository.py          # FileRepository class (synchronous)
 ├── services/  
-│   └── job_service.py             # JobService class
+│   ├── job_service.py              # JobService class (synchronous)
+│   ├── auth_service.py             # AuthService class (synchronous)
+│   ├── user_service.py             # UserService class (synchronous)
+│   └── document_service.py         # DocumentService class (synchronous)
 └── exceptions/
     └── job_exceptions.py           # Custom exceptions
 ```
@@ -414,6 +426,7 @@ src/file-processor/app/
 - **Status Tracking**: Real-time processing status via `processing_jobs` collection
 - **Extensible Metadata**: Flexible metadata storage per file type
 - **Multiple Extraction Methods**: Support for direct text, OCR, and hybrid approaches
+- **Synchronous Operations**: All database operations use pymongo for Celery compatibility
 
 ## Key Implementation Notes
 
@@ -436,6 +449,7 @@ src/file-processor/app/
 - **Package Manager**: pip (standard)
 - **External Dependencies**: Listed in each service's requirements.txt
 - **Standard Library First**: Prefer standard library when possible
+- **Database Driver**: pymongo for synchronous MongoDB operations
 
 ### Testing Strategy
 
@@ -460,6 +474,7 @@ src/file-processor/app/
 12. **Content in Files Collection**: Extracted content stored with file metadata
 13. **Direct Task Dispatch**: File watcher directly creates Celery tasks
 14. **SHA256 Duplicate Detection**: Prevents reprocessing identical files
+15. **Synchronous Implementation**: All repositories and services use pymongo for Celery compatibility
 
 ### Development Process Requirements
 
@@ -470,14 +485,88 @@ src/file-processor/app/
 
 ### Next Implementation Steps
 
-1. **IN PROGRESS**: Implement file processing pipeline =>
+1. Build React Login Page
-    1. Create Pydantic models for files and processing_jobs collections
+2. Build React Registration Page
-    2. Implement repository layer for file and processing job data access
+3. Build React Default Dashboard
-    3. Create Celery tasks for document processing (.txt, .pdf, .docx)
+4. Build React User Management Pages
-    4. Implement Watchdog file monitoring with dedicated observer
+
-    5. Integrate file watcher with FastAPI startup
+#### Validated Folders and files
-2. Create protected API routes for user management
+```
-3. Build React monitoring interface with authentication
+src/frontend/src/
+├── components/
+│   ├── auth/
+│   │   ├── LoginForm.jsx          # Composant formulaire de login => Done
+│   │   └── AuthLayout.jsx         # Layout pour les pages d'auth => Done
+│   └── common/
+│       ├── Header.jsx             # Header commun => TODO
+│       ├── Layout.jsx             # Header commun => TODO
+│       └── ProtectedRoutes.jsx    #  Done
+├── contexts/
+│   └── AuthContext.jsx            # Done
+├── pages/
+│   ├── LoginPage.jsx              # Page complète de login => Done
+│   └── DashboardPage.jsx          # Page tableau de bord (exemple) => TODO
+├── services/
+│   └── authService.js             # Service API pour auth => Done
+├── hooks/
+│   └── useAuth.js                 # Hook React pour gestion auth => TODO
+├── utils/
+│   └── api.js                     # Configuration axios/fetch => Done
+├── App.jsx                        # Needs to be updated => TODO
+```
+#### Choices already made
+* Pour la gestion des requêtes API et de l'état d'authentification, je propose
+    * axios (plus de fonctionnalités) :
+    * Installation d'axios pour les requêtes HTTP
+    * Intercepteurs pour gestion automatique du token
+    * Gestion d'erreurs centralisée
+* Pour la gestion de l'état d'authentification et la navigation : Option A + C en même temps
+  * Option A - Context React + React Router :
+    * React Context pour l'état global d'auth (user, token, isAuthenticated)
+    * React Router pour la navigation entre pages
+    * Routes protégées automatiques
+  * Option C - Context + localStorage pour persistance :
+    * Token sauvegardé en localStorage pour rester connecté
+    * Context qui se recharge au démarrage de l'app
+* CSS : Utilisation de daisyUI
+
+#### Package.json
+```
+{
+  "name": "frontend",
+  "private": true,
+  "version": "0.0.0",
+  "type": "module",
+  "scripts": {
+    "dev": "vite",
+    "build": "vite build",
+    "lint": "eslint .",
+    "preview": "vite preview"
+  },
+  "dependencies": {
+    "@tailwindcss/vite": "^4.1.13",
+    "axios": "^1.12.2",
+    "react": "^19.1.1",
+    "react-dom": "^19.1.1",
+    "react-router-dom": "^7.9.3"
+  },
+  "devDependencies": {
+    "@eslint/js": "^9.33.0",
+    "@types/react": "^19.1.10",
+    "@types/react-dom": "^19.1.7",
+    "@vitejs/plugin-react": "^5.0.0",
+    "autoprefixer": "^10.4.21",
+    "daisyui": "^5.1.23",
+    "eslint": "^9.33.0",
+    "eslint-plugin-react-hooks": "^5.2.0",
+    "eslint-plugin-react-refresh": "^0.4.20",
+    "globals": "^16.3.0",
+    "postcss": "^8.5.6",
+    "tailwindcss": "^4.1.13",
+    "vite": "^7.1.2"
+  }
+}
+```
 
 ## Annexes
 

docker-compose.yml

@@ -40,6 +40,8 @@ services:
       - ./src/worker/tasks:/app/tasks          # <- Added: shared access to worker tasks
       - ./volumes/watched_files:/watched_files
       - ./volumes/objects:/objects
+      - ./volumes/errors:/errors
+      - ./volumes/ignored:/ignored
     depends_on:
       - redis
       - mongodb
@@ -59,14 +61,31 @@ services:
       - PYTHONPATH=/app
     volumes:
       - ./src/worker:/app
+      - ./src/file-processor/app:/app/app     # <- Added: shared access file-processor app
       - ./volumes/watched_files:/watched_files
+      - ./volumes/objects:/objects
+      - ./volumes/errors:/errors
+      - ./volumes/ignored:/ignored
     depends_on:
       - redis
       - mongodb
     networks:
       - mydocmanager-network
     command: celery -A tasks.main worker --loglevel=info
-    #command: celery -A main --loglevel=info # pour la production
+
+  # Frontend - React application with Vite
+  frontend:
+    build:
+      context: ./src/frontend
+      dockerfile: Dockerfile
+    container_name: mydocmanager-frontend
+    ports:
+      - "5173:5173"
+    volumes:
+      - ./src/frontend:/app
+      - /app/node_modules  # Anonymous volume to prevent node_modules override
+    networks:
+      - mydocmanager-network
 
 volumes:
   mongodb-data:

package-lock.json

@@ -0,0 +1,31 @@
+{
+  "name": "MyDocManager",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "dependencies": {
+        "react-icons": "^5.5.0"
+      }
+    },
+    "node_modules/react": {
+      "version": "19.1.1",
+      "resolved": "https://registry.npmjs.org/react/-/react-19.1.1.tgz",
+      "integrity": "sha512-w8nqGImo45dmMIfljjMwOGtbmC/mk4CMYhWIicdSflH91J9TyCyczcPFXJzrZ/ZXcgGRFeP6BU0BEJTw6tZdfQ==",
+      "license": "MIT",
+      "peer": true,
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/react-icons": {
+      "version": "5.5.0",
+      "resolved": "https://registry.npmjs.org/react-icons/-/react-icons-5.5.0.tgz",
+      "integrity": "sha512-MEFcXdkP3dLo8uumGI5xN3lDFNsRtrjbOEKDLD7yv76v4wpnEq2Lt2qeHaQOr34I/wPN3s3+N08WkQ+CW37Xiw==",
+      "license": "MIT",
+      "peerDependencies": {
+        "react": "*"
+      }
+    }
+  }
+}

package.json

@@ -0,0 +1,5 @@
+{
+  "dependencies": {
+    "react-icons": "^5.5.0"
+  }
+}

requirements.txt

@@ -1,40 +1,66 @@
 amqp==5.3.1
 annotated-types==0.7.0
 anyio==4.10.0
+asgiref==3.9.1
 bcrypt==4.3.0
 billiard==4.2.1
 celery==5.5.3
+certifi==2025.8.3
+cffi==2.0.0
+charset-normalizer==3.4.3
 click==8.2.1
 click-didyoumean==0.3.1
 click-plugins==1.1.1.2
 click-repl==0.3.0
+cryptography==46.0.1
+Deprecated==1.2.18
 dnspython==2.8.0
+ecdsa==0.19.1
 email-validator==2.3.0
 fastapi==0.116.1
 h11==0.16.0
+hiredis==3.2.1
+httpcore==1.0.9
 httptools==0.6.4
+httpx==0.28.1
 idna==3.10
+importlib_metadata==8.7.0
 iniconfig==2.1.0
+izulu==0.50.0
 kombu==5.5.4
+lxml==6.0.2
 mongomock==4.3.0
 mongomock-motor==0.0.36
 motor==3.7.1
 packaging==25.0
+pikepdf==9.11.0
+pillow==11.3.0
 pipdeptree==2.28.0
 pluggy==1.6.0
 prompt_toolkit==3.0.52
+pyasn1==0.6.1
+pycparser==2.23
+pycron==3.2.0
 pydantic==2.11.9
 pydantic_core==2.33.2
 Pygments==2.19.2
+PyJWT==2.10.1
 pymongo==4.15.1
+PyMuPDF==1.26.4
+pypandoc==1.15
 pytest==8.4.2
 pytest-asyncio==1.2.0
 pytest-mock==3.15.1
 python-dateutil==2.9.0.post0
+python-docx==1.2.0
 python-dotenv==1.1.1
 python-magic==0.4.27
+python-multipart==0.0.20
 pytz==2025.2
 PyYAML==6.0.2
+redis==6.4.0
+reportlab==4.4.4
+rsa==4.9.1
 sentinels==1.1.1
 six==1.17.0
 sniffio==1.3.1
@@ -49,3 +75,5 @@ watchdog==6.0.0
 watchfiles==1.1.0
 wcwidth==0.2.13
 websockets==15.0.1
+wrapt==1.17.3
+zipp==3.23.0

src/file-processor/Dockerfile

@@ -7,12 +7,19 @@ WORKDIR /app
 RUN apt-get update && apt-get install -y --no-install-recommends \
     libmagic1 \
     file \
+    pandoc \
+    ghostscript \
+    texlive-xetex \
  && rm -rf /var/lib/apt/lists/*
 
+
 # Copy requirements and install dependencies
 COPY requirements.txt .
 RUN pip install --no-cache-dir -r requirements.txt
 
+# Change the user
+USER 1002:1002
+
 # Copy application code
 COPY . .
 
@@ -21,5 +28,6 @@ ENV PYTHONPATH=/app
 # Expose port
 EXPOSE 8000
 
+
 # Command will be overridden by docker-compose
 CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8000"]

src/file-processor/app/api/dependencies.py

@@ -0,0 +1,107 @@
+import jwt
+from fastapi import Depends, HTTPException
+from fastapi.security import HTTPBearer, HTTPAuthorizationCredentials
+from jwt import InvalidTokenError
+from starlette import status
+
+from app.config import settings
+from app.database.connection import get_database
+from app.models.auth import UserRole
+from app.models.user import UserInDB
+from app.services.auth_service import AuthService
+from app.services.document_service import DocumentService
+from app.services.user_service import UserService
+
+security = HTTPBearer()
+
+
+def get_auth_service() -> AuthService:
+  """Dependency to get AuthService instance."""
+  return AuthService()
+
+
+def get_user_service() -> UserService:
+  """Dependency to get UserService instance."""
+  database = get_database()
+  return UserService(database)
+
+
+def get_document_service() -> DocumentService:
+  """Dependency to get DocumentService instance."""
+  database = get_database()
+  return DocumentService(database)
+
+
+def get_current_user(
+    credentials: HTTPAuthorizationCredentials = Depends(security),
+    user_service: UserService = Depends(get_user_service)
+) -> UserInDB:
+  """
+  Dependency to get current authenticated user from JWT token.
+
+  Args:
+      credentials: HTTP Bearer credentials
+      user_service: Auth service instance
+
+  Returns:
+      User: Current authenticated user
+
+  Raises:
+      HTTPException: If token is invalid or user not found
+  """
+  try:
+    payload = jwt.decode(
+      credentials.credentials,
+      settings.get_jwt_secret_key(),
+      algorithms=[settings.get_jwt_algorithm()]
+    )
+    username: str = payload.get("sub")
+    if username is None:
+      raise HTTPException(
+        status_code=status.HTTP_401_UNAUTHORIZED,
+        detail="Could not validate credentials",
+        headers={"WWW-Authenticate": "Bearer"},
+      )
+  except InvalidTokenError:
+    raise HTTPException(
+      status_code=status.HTTP_401_UNAUTHORIZED,
+      detail="Could not validate credentials",
+      headers={"WWW-Authenticate": "Bearer"},
+    )
+  
+  user = user_service.get_user_by_username(username)
+  if user is None:
+    raise HTTPException(
+      status_code=status.HTTP_401_UNAUTHORIZED,
+      detail="Could not validate credentials",
+      headers={"WWW-Authenticate": "Bearer"},
+    )
+  
+  if not user.is_active:
+    raise HTTPException(
+      status_code=status.HTTP_400_BAD_REQUEST,
+      detail="Inactive user"
+    )
+  
+  return user
+
+
+def get_admin_user(current_user: UserInDB = Depends(get_current_user)) -> UserInDB:
+  """
+  Dependency to ensure current user has admin role.
+
+  Args:
+      current_user: Current authenticated user
+
+  Returns:
+      User: Current user if admin
+
+  Raises:
+      HTTPException: If user is not admin
+  """
+  if current_user.role != UserRole.ADMIN:
+    raise HTTPException(
+      status_code=status.HTTP_403_FORBIDDEN,
+      detail="Not enough permissions"
+    )
+  return current_user

src/file-processor/app/api/routes/auth.py

@@ -0,0 +1,80 @@
+from fastapi import APIRouter, Depends, HTTPException, status
+from fastapi.security import OAuth2PasswordRequestForm
+
+from app.api.dependencies import get_auth_service, get_current_user, get_user_service
+from app.models.auth import LoginResponse, UserResponse
+from app.models.user import UserInDB
+from app.services.auth_service import AuthService
+from app.services.user_service import UserService
+
+router = APIRouter(tags=["authentication"])
+
+
+@router.post("/login", response_model=LoginResponse)
+def login(
+    form_data: OAuth2PasswordRequestForm = Depends(),
+    auth_service: AuthService = Depends(get_auth_service),
+    user_service: UserService = Depends(get_user_service)
+):
+  """
+  Authenticate user and return JWT token.
+
+  Args:
+      form_data: OAuth2 password form data
+      auth_service: Auth service instance
+      user_service: User service instance
+
+  Returns:
+      LoginResponse: JWT token and user info
+
+  Raises:
+      HTTPException: If authentication fails
+  """
+  incorrect_username_or_pwd = HTTPException(
+    status_code=status.HTTP_401_UNAUTHORIZED,
+    detail="Incorrect username or password",
+    headers={"WWW-Authenticate": "Bearer"},
+  )
+  
+  user = user_service.get_user_by_username(form_data.username)
+  if (not user or
+      not user.is_active or
+      not auth_service.verify_user_password(form_data.password, user.hashed_password)):
+    raise incorrect_username_or_pwd
+  
+  access_token = auth_service.create_access_token(data={"sub": user.username})
+  
+  return LoginResponse(
+    access_token=access_token,
+    user=UserResponse(
+      _id=user.id,
+      username=user.username,
+      email=user.email,
+      role=user.role,
+      is_active=user.is_active,
+      created_at=user.created_at,
+      updated_at=user.updated_at
+    )
+  )
+
+
+@router.get("/me", response_model=UserResponse)
+def get_current_user_profile(current_user: UserInDB = Depends(get_current_user)):
+  """
+  Get current user profile.
+
+  Args:
+      current_user: Current authenticated user
+
+  Returns:
+      UserResponse: Current user profile without sensitive data
+  """
+  return UserResponse(
+    _id=current_user.id,
+    username=current_user.username,
+    email=current_user.email,
+    role=current_user.role,
+    is_active=current_user.is_active,
+    created_at=current_user.created_at,
+    updated_at=current_user.updated_at
+  )

src/file-processor/app/api/routes/document.py

@@ -0,0 +1,243 @@
+"""
+Document API routes.
+
+This module provides REST endpoints for document management operations.
+"""
+
+import logging
+import os
+from typing import List, Optional
+
+import fitz  # PyMuPDF
+from fastapi import APIRouter, Depends, HTTPException, Query, status, Path
+from starlette.responses import Response
+
+from app.api.dependencies import get_document_service, get_current_user
+from app.models.document import DocumentResponse, FileDocument
+from app.models.user import UserInDB
+from app.services.document_service import DocumentService
+
+logger = logging.getLogger(__name__)
+
+router = APIRouter(tags=["Documents"])
+
+
+def _count_pdf_pages(pdf_file_path: str) -> int:
+  """
+  Count the number of pages in a PDF file using PyMuPDF.
+
+  Args:
+      pdf_file_path: Path to the PDF file
+
+  Returns:
+      Number of pages in the PDF, or 0 if file cannot be read
+  """
+  try:
+    with fitz.open(pdf_file_path) as doc:
+      return doc.page_count
+  except Exception as e:
+    logger.warning(f"Could not count pages for PDF {pdf_file_path}: {e}")
+    return 0
+
+
+def _build_object_url(file_hash: Optional[str]) -> Optional[str]:
+  """
+  Build object URL from file hash.
+
+  Args:
+      file_hash: SHA256 hash of the file
+
+  Returns:
+      URL string or None if hash is not provided
+  """
+  if not file_hash:
+    return None
+  return f"/api/objects/{file_hash}"
+
+
+def _extract_metadata_field(metadata: dict, field_name: str) -> List[str]:
+  """
+  Extract a list field from metadata dictionary.
+
+  Args:
+      metadata: Document metadata dictionary
+      field_name: Name of the field to extract
+
+  Returns:
+      List of strings, empty list if field doesn't exist or is not a list
+  """
+  field_value = metadata.get(field_name, [])
+  if isinstance(field_value, list):
+    return [str(item) for item in field_value]
+  return []
+
+
+def _map_file_document_to_response(
+    document: FileDocument,
+    document_service: DocumentService
+) -> DocumentResponse:
+  """
+  Map FileDocument to DocumentResponse format.
+
+  Args:
+      document: FileDocument instance from database
+      document_service: Document service for file operations
+
+  Returns:
+      DocumentResponse instance ready for API response
+  """
+  # Calculate page count for PDF files
+  page_count = 0
+  if document.pdf_file_hash and document_service.exists(document.pdf_file_hash):
+    pdf_path = document_service.get_document_path(document.pdf_file_hash)
+    page_count = _count_pdf_pages(pdf_path)
+  
+  # Build URLs
+  thumbnail_url = _build_object_url(document.thumbnail_file_hash)
+  pdf_url = _build_object_url(document.pdf_file_hash)
+  
+  # Extract tags and categories from metadata
+  tags = _extract_metadata_field(document.metadata, "tags")
+  categories = _extract_metadata_field(document.metadata, "categories")
+  
+  # Format created_at timestamp
+  created_at = document.detected_at.isoformat() if document.detected_at else ""
+  
+  as_dict = {
+      "id": str(document.id),
+      "name": document.filename,
+      "original_file_type": document.file_type.value.upper(),
+      "created_at": created_at,
+      "file_size": document.file_size,
+      "page_count": page_count,
+      "thumbnail_url": thumbnail_url,
+      "pdf_url": pdf_url,
+      "tags": tags,
+      "categories": categories
+  }
+  logger.info(f"Document: {as_dict}")
+  
+  return DocumentResponse(**as_dict)
+
+
+@router.get("/documents", response_model=List[DocumentResponse])
+def list_documents(
+    skip: int = Query(0, ge=0, description="Number of documents to skip"),
+    limit: int = Query(100, ge=1, le=1000, description="Maximum number of documents to return"),
+    user: UserInDB = Depends(get_current_user),
+    document_service: DocumentService = Depends(get_document_service)
+) -> List[DocumentResponse]:
+  """
+  Retrieve a paginated list of documents.
+
+  Args:
+      skip: Number of documents to skip for pagination
+      limit: Maximum number of documents to return
+      document_service: Document service instance
+
+  Returns:
+      List of documents in API response format
+
+  Raises:
+      HTTPException: If database operation fails
+  """
+  try:
+    # Get documents from service
+    documents = document_service.list_documents(skip=skip, limit=limit)
+    
+    # Map to response format
+    document_responses = [
+        _map_file_document_to_response(doc, document_service)
+        for doc in documents
+    ]
+    
+    return document_responses
+  
+  except Exception as e:
+    logger.error(f"Failed to list documents: {e}")
+    raise HTTPException(
+      status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
+      detail="Failed to retrieve documents"
+    )
+
+
+@router.get("/objects/{file_hash}")
+async def get_object_by_hash(
+    file_hash: str = Path(..., description="SHA256 hash of the object to retrieve"),
+    document_service: DocumentService = Depends(get_document_service),
+    user: UserInDB = Depends(get_current_user),
+):
+  """
+  Serve object content by its hash.
+
+  This endpoint serves files (original documents, PDFs, thumbnails) by their
+  SHA256 hash. It supports all file types stored in the objects folder.
+
+  Args:
+      file_hash: SHA256 hash of the object
+      document_service: Document service dependency
+
+  Returns:
+      FileResponse with the requested object content
+
+  Raises:
+      HTTPException: If object not found (404) or server error (500)
+  """
+  try:
+    # Check if object exists
+    if not document_service.exists(file_hash):
+      raise HTTPException(
+        status_code=status.HTTP_404_NOT_FOUND,
+        detail="Object not found"
+      )
+    
+    # Get file path
+    file_path = document_service.get_document_path(file_hash)
+    
+    # Verify file exists on disk
+    if not os.path.exists(file_path):
+      logger.error(f"Object {file_hash} registered but file not found at {file_path}")
+      raise HTTPException(
+        status_code=status.HTTP_404_NOT_FOUND,
+        detail="Object file not found on disk"
+      )
+    
+    # Determine media type based on file content
+    try:
+      file_content = document_service.get_document_content_by_hash(file_hash)
+      if not file_content:
+        raise HTTPException(
+          status_code=status.HTTP_404_NOT_FOUND,
+          detail="Object content not available"
+        )
+      
+      # Detect MIME type
+      import magic
+      mime_type = magic.from_buffer(file_content, mime=True)
+      
+      # Return file content with appropriate headers
+      return Response(
+        content=file_content,
+        media_type=mime_type,
+        headers={
+            "Content-Length": str(len(file_content)),
+            "Cache-Control": "public, max-age=3600"  # Cache for 1 hour
+        }
+      )
+    
+    except Exception as e:
+      logger.error(f"Error reading object content for hash {file_hash}: {str(e)}")
+      raise HTTPException(
+        status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
+        detail="Failed to read object content"
+      )
+  
+  except HTTPException:
+    # Re-raise HTTP exceptions as-is
+    raise
+  except Exception as e:
+    logger.error(f"Unexpected error serving object {file_hash}: {str(e)}")
+    raise HTTPException(
+      status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
+      detail="Internal server error while serving object"
+    )

src/file-processor/app/api/routes/users.py

@@ -0,0 +1,172 @@
+from fastapi import APIRouter, Depends, HTTPException
+from starlette import status
+
+from app.api.dependencies import get_admin_user, get_user_service
+from app.models.auth import UserResponse, MessageResponse
+from app.models.types import PyObjectId
+from app.models.user import UserInDB, UserCreate, UserUpdate
+from app.services.user_service import UserService
+
+router = APIRouter(tags=["users"])
+
+
+@router.get("", response_model=list[UserInDB])
+def list_users(
+    admin_user: UserInDB = Depends(get_admin_user),
+    user_service: UserService = Depends(get_user_service)
+):
+  """
+  List all users (admin only).
+
+  Args:
+      admin_user: Current admin user
+      user_service: User service instance
+
+  Returns:
+      List[UserResponse]: List of all users without sensitive data
+  """
+  return user_service.list_users()
+
+
+@router.get("/{user_id}", response_model=UserResponse)
+def get_user_by_id(
+    user_id: PyObjectId,
+    admin_user: UserInDB = Depends(get_admin_user),
+    user_service: UserService = Depends(get_user_service)
+):
+  """
+  Get specific user by ID (admin only).
+
+  Args:
+      user_id: User ID to retrieve
+      admin_user: Current admin user
+      user_service: User service instance
+
+  Returns:
+      UserResponse: User information without sensitive data
+
+  Raises:
+      HTTPException: If user not found
+  """
+  user = user_service.get_user_by_id(str(user_id))
+  if not user:
+    raise HTTPException(
+      status_code=status.HTTP_404_NOT_FOUND,
+      detail="User not found"
+    )
+  
+  return user
+
+
+@router.post("", response_model=UserResponse, status_code=status.HTTP_201_CREATED)
+def create_user(
+    user_data: UserCreate,
+    admin_user: UserInDB = Depends(get_admin_user),
+    user_service: UserService = Depends(get_user_service)
+):
+  """
+  Create new user (admin only).
+
+  Args:
+      user_data: User creation data
+      admin_user: Current admin user
+      user_service: User service instance
+
+  Returns:
+      UserResponse: Created user information without sensitive data
+
+  Raises:
+      HTTPException: If user creation fails
+  """
+  try:
+    user = user_service.create_user(user_data)
+    return UserResponse(
+      _id=user.id,
+      username=user.username,
+      email=user.email,
+      role=user.role,
+      is_active=user.is_active,
+      created_at=user.created_at,
+      updated_at=user.updated_at
+    )
+  except ValueError as e:
+    raise HTTPException(
+      status_code=status.HTTP_400_BAD_REQUEST,
+      detail=str(e)
+    )
+
+
+@router.put("/{user_id}", response_model=UserResponse)
+def update_user(
+    user_id: PyObjectId,
+    user_data: UserUpdate,
+    admin_user: UserInDB = Depends(get_admin_user),
+    user_service: UserService = Depends(get_user_service)
+):
+  """
+  Update existing user (admin only).
+
+  Args:
+      user_id: User ID to update
+      user_data: User update data
+      admin_user: Current admin user
+      user_service: User service instance
+
+  Returns:
+      UserResponse: Updated user information without sensitive data
+
+  Raises:
+      HTTPException: If user not found or update fails
+  """
+  try:
+    user = user_service.update_user(str(user_id), user_data)
+    if not user:
+      raise HTTPException(
+        status_code=status.HTTP_404_NOT_FOUND,
+        detail="User not found"
+      )
+    
+    return UserResponse(
+      _id=user.id,
+      username=user.username,
+      email=user.email,
+      role=user.role,
+      is_active=user.is_active,
+      created_at=user.created_at,
+      updated_at=user.updated_at
+    )
+  except ValueError as e:
+    raise HTTPException(
+      status_code=status.HTTP_400_BAD_REQUEST,
+      detail=str(e)
+    )
+
+
+@router.delete("/{user_id}", response_model=MessageResponse)
+def delete_user(
+    user_id: PyObjectId,
+    admin_user: UserInDB = Depends(get_admin_user),
+    user_service: UserService = Depends(get_user_service)
+):
+  """
+  Delete user by ID (admin only).
+
+  Args:
+      user_id: User ID to delete
+      admin_user: Current admin user
+      user_service: User service instance
+
+  Returns:
+      MessageResponse: Success message
+
+  Raises:
+      HTTPException: If user not found or deletion fails
+  """
+  success = user_service.delete_user(str(user_id))
+  if not success:
+    raise HTTPException(
+      status_code=status.HTTP_404_NOT_FOUND,
+      detail="User not found"
+    )
+  
+  return MessageResponse(message="User successfully deleted")

src/file-processor/app/config/settings.py

@@ -30,6 +30,10 @@ def get_mongodb_database_name() -> str:
   return os.getenv("MONGODB_DATABASE", "mydocmanager")
 
 
+def get_redis_url() -> str:
+  return os.getenv("REDIS_URL", "redis://localhost:6379/0")
+
+
 def get_jwt_secret_key() -> str:
   """
   Get JWT secret key from environment variables.
@@ -94,6 +98,21 @@ def get_objects_folder() -> str:
   return os.getenv("OBJECTS_FOLDER", "/objects")
 
 
-def watch_directory() -> str:
+def get_watch_folder() -> str:
   """Directory to monitor for new files"""
   return os.getenv("WATCH_DIRECTORY", "/watched_files")
+
+
+def get_temp_folder() -> str:
+  """Directory to store temporary files"""
+  return os.getenv("TEMP_DIRECTORY", "/tmp")
+
+
+def get_errors_folder() -> str:
+  """Directory to store temporary files"""
+  return os.getenv("ERRORS_DIRECTORY", "/errors")
+
+
+def get_ignored_folder() -> str:
+  """Directory to store temporary files"""
+  return os.getenv("IGNORED_DIRECTORY", "/ignored")

src/file-processor/app/database/connection.py

@@ -4,21 +4,25 @@ MongoDB database connection management.
 This module handles MongoDB connection with fail-fast approach.
 The application will terminate if MongoDB is not accessible at startup.
 """
-
+import logging
 import sys
 from typing import Optional
+
 from pymongo import MongoClient
 from pymongo.database import Database
 from pymongo.errors import ConnectionFailure, ServerSelectionTimeoutError
-from motor.motor_asyncio import AsyncIOMotorClient, AsyncIOMotorDatabase
+
 from app.config.settings import get_mongodb_url, get_mongodb_database_name
+from app.utils.security import safe_connection_string
 
 # Global variables for singleton pattern
 _client: Optional[MongoClient] = None
 _database: Optional[Database] = None
 
+logger = logging.getLogger(__name__)
 
-def create_mongodb_client() -> AsyncIOMotorClient:
+
+def create_mongodb_client() -> MongoClient:
   """
   Create MongoDB client with connection validation.
 
@@ -32,7 +36,7 @@ def create_mongodb_client() -> AsyncIOMotorClient:
   
   try:
     # Create client with short timeout for fail-fast behavior
-    client = AsyncIOMotorClient(
+    client = MongoClient(
       mongodb_url,
       serverSelectionTimeoutMS=5000,  # 5 seconds timeout
       connectTimeoutMS=5000,
@@ -42,16 +46,16 @@ def create_mongodb_client() -> AsyncIOMotorClient:
     # Test connection by running admin command
     client.admin.command('ping')
     
-    print(f"Successfully connected to MongoDB at {mongodb_url}")
+    logger.info(f"Successfully connected to MongoDB at {safe_connection_string(mongodb_url)}")
     return client
   
   except (ConnectionFailure, ServerSelectionTimeoutError) as e:
-    print(f"ERROR: Failed to connect to MongoDB at {mongodb_url}")
+    logger.error(f"ERROR: Failed to connect to MongoDB at {safe_connection_string(mongodb_url)}")
-    print(f"Connection error: {str(e)}")
+    logger.error(f"Connection error: {str(e)}")
-    print("MongoDB is required for this application. Please ensure MongoDB is running and accessible.")
+    logger.error("MongoDB is required for this application. Please ensure MongoDB is running and accessible.")
     sys.exit(1)
   except Exception as e:
-    print(f"ERROR: Unexpected error connecting to MongoDB: {str(e)}")
+    logger.error(f"ERROR: Unexpected error connecting to MongoDB: {str(e)}")
     sys.exit(1)
 
 
@@ -73,7 +77,7 @@ def get_database() -> Database:
     
     database_name = get_mongodb_database_name()
     _database = _client[database_name]
-    print(f"Connected to database: {database_name}")
+    logger.info(f"Connected to database: {database_name}")
   
   return _database
 
@@ -91,7 +95,7 @@ def close_database_connection():
     _client.close()
     _client = None
     _database = None
-    print("MongoDB connection closed")
+    logger.info("MongoDB connection closed")
 
 
 def get_mongodb_client() -> Optional[MongoClient]:

src/file-processor/app/database/repositories/document_repository.py

@@ -6,9 +6,11 @@ in MongoDB with proper error handling and type safety.
 """
 
 from typing import Optional, List
+
 from bson import ObjectId
+from pymongo.collection import Collection
+from pymongo.database import Database
 from pymongo.errors import DuplicateKeyError, PyMongoError
-from motor.motor_asyncio import AsyncIOMotorCollection, AsyncIOMotorDatabase
 
 from app.database.connection import get_extra_args
 from app.models.document import FileDocument
@@ -36,34 +38,29 @@ class FileDocumentRepository:
   with proper error handling and data validation.
   """
   
-  def __init__(self, database: AsyncIOMotorDatabase):
+  def __init__(self, database: Database):
     """Initialize file repository with database connection."""
     self.db = database
-    self.collection: AsyncIOMotorCollection = self.db.documents
+    self.collection: Collection = self.db.documents
-    self._ensure_indexes()
   
-  async def initialize(self):
+  def initialize(self):
     """
     Initialize repository by ensuring required indexes exist.
 
     Should be called after repository instantiation to setup database indexes.
     """
-    await self._ensure_indexes()
+    self._ensure_indexes()
     return self
   
-  async def _ensure_indexes(self):
+  def _ensure_indexes(self):
     """
     Ensure required database indexes exist.
 
     Creates unique index on username field to prevent duplicates.
     """
-    try:
-      await self.collection.create_index("filepath", unique=True)
-    except PyMongoError:
-      # Index might already exist, ignore error
     pass
   
-  async def create_document(self, file_data: FileDocument, session=None) -> FileDocument:
+  def create_document(self, file_data: FileDocument, session=None) -> FileDocument:
     """
     Create a new file document in database.
     
@@ -83,7 +80,7 @@ class FileDocumentRepository:
       if "_id" in file_dict and file_dict["_id"] is None:
         del file_dict["_id"]
       
-      result = await self.collection.insert_one(file_dict, **get_extra_args(session))
+      result = self.collection.insert_one(file_dict, **get_extra_args(session))
       file_data.id = result.inserted_id
       return file_data
     
@@ -92,7 +89,7 @@ class FileDocumentRepository:
     except PyMongoError as e:
       raise ValueError(f"Failed to create file document: {e}")
   
-  async def find_document_by_id(self, file_id: str) -> Optional[FileDocument]:
+  def find_document_by_id(self, file_id: str) -> Optional[FileDocument]:
     """
     Find file document by ID.
     
@@ -106,7 +103,7 @@ class FileDocumentRepository:
       if not ObjectId.is_valid(file_id):
         return None
       
-      file_doc = await self.collection.find_one({"_id": ObjectId(file_id)})
+      file_doc = self.collection.find_one({"_id": ObjectId(file_id)})
       if file_doc:
         return FileDocument(**file_doc)
       return None
@@ -114,7 +111,7 @@ class FileDocumentRepository:
     except PyMongoError:
       return None
   
-  async def find_document_by_hash(self, file_hash: str) -> Optional[FileDocument]:
+  def find_document_by_hash(self, file_hash: str) -> Optional[FileDocument]:
     """
     Find file document by file hash to detect duplicates.
     
@@ -125,7 +122,7 @@ class FileDocumentRepository:
         FileDocument or None: File document if found, None otherwise
     """
     try:
-      file_doc = await self.collection.find_one({"file_hash": file_hash})
+      file_doc = self.collection.find_one({"file_hash": file_hash})
       if file_doc:
         return FileDocument(**file_doc)
       return None
@@ -133,7 +130,48 @@ class FileDocumentRepository:
     except PyMongoError:
       return None
   
-  async def find_document_by_filepath(self, filepath: str) -> Optional[FileDocument]:
+  def find_document_with_pdf_hash(self, file_hash: str) -> Optional[FileDocument]:
+    """
+    Find file document by file hash with a pdf_file_hash set (not None).
+
+    Args:
+        file_hash (str): SHA256 hash of file content
+
+    Returns:
+        FileDocument or None: File document if found, None otherwise
+    """
+    try:
+      file_doc = self.collection.find_one({"file_hash": file_hash,
+                                           "pdf_file_hash": {"$ne": None}})
+      if file_doc:
+        return FileDocument(**file_doc)
+      return None
+    
+    except PyMongoError:
+      return None
+  
+  def find_same_document(self, filename: str, file_hash: str):
+    """
+    Find document with the same file_name and the same file hash
+
+    Args:
+        filename (str):
+        file_hash (str): SHA256 hash of file content
+
+    Returns:
+        FileDocument or None: File document if found, None otherwise
+    """
+    try:
+      file_doc = self.collection.find_one({"file_hash": file_hash,
+                                           "filename": filename})
+      if file_doc:
+        return FileDocument(**file_doc)
+      return None
+    
+    except PyMongoError:
+      return None
+  
+  def find_document_by_filepath(self, filepath: str) -> Optional[FileDocument]:
     """
     Find file document by exact filepath.
     
@@ -144,7 +182,7 @@ class FileDocumentRepository:
         FileDocument or None: File document if found, None otherwise
     """
     try:
-      file_doc = await self.collection.find_one({"filepath": filepath})
+      file_doc = self.collection.find_one({"filepath": filepath})
       if file_doc:
         return FileDocument(**file_doc)
       return None
@@ -152,7 +190,7 @@ class FileDocumentRepository:
     except PyMongoError:
       return None
   
-  async def find_document_by_name(self, filename: str, matching_method: MatchMethodBase = None) -> List[FileDocument]:
+  def find_document_by_name(self, filename: str, matching_method: MatchMethodBase = None) -> List[FileDocument]:
     """
     Find file documents by filename using fuzzy matching.
     
@@ -166,8 +204,7 @@ class FileDocumentRepository:
     try:
       # Get all files from database
       cursor = self.collection.find({})
-      all_files = await cursor.to_list(length=None)
+      all_documents = [FileDocument(**file_doc) for file_doc in cursor]
-      all_documents = [FileDocument(**file_doc) for file_doc in all_files]
       
       if isinstance(matching_method, FuzzyMatching):
         return fuzzy_matching(filename, all_documents, matching_method.threshold)
@@ -177,7 +214,7 @@ class FileDocumentRepository:
     except PyMongoError:
       return []
   
-  async def list_documents(self, skip: int = 0, limit: int = 100) -> List[FileDocument]:
+  def list_documents(self, skip: int = 0, limit: int = 100) -> List[FileDocument]:
     """
     List file documents with pagination.
     
@@ -190,13 +227,12 @@ class FileDocumentRepository:
     """
     try:
       cursor = self.collection.find({}).skip(skip).limit(limit).sort("detected_at", -1)
-      file_docs = await cursor.to_list(length=limit)
+      return [FileDocument(**doc) for doc in cursor]
-      return [FileDocument(**doc) for doc in file_docs]
     
     except PyMongoError:
       return []
   
-  async def count_documents(self) -> int:
+  def count_documents(self) -> int:
     """
     Count total number of file documents.
     
@@ -204,11 +240,11 @@ class FileDocumentRepository:
         int: Total number of file documents in collection
     """
     try:
-      return await self.collection.count_documents({})
+      return self.collection.count_documents({})
     except PyMongoError:
       return 0
   
-  async def update_document(self, file_id: str, update_data: dict, session=None) -> Optional[FileDocument]:
+  def update_document(self, file_id: str, update_data: dict, session=None) -> Optional[FileDocument]:
     """
     Update file document with new data.
     
@@ -228,9 +264,9 @@ class FileDocumentRepository:
       clean_update_data = {k: v for k, v in update_data.items() if v is not None}
       
       if not clean_update_data:
-        return await self.find_document_by_id(file_id)
+        return self.find_document_by_id(file_id)
       
-      result = await self.collection.find_one_and_update(
+      result = self.collection.find_one_and_update(
         {"_id": ObjectId(file_id)},
         {"$set": clean_update_data},
         return_document=True,
@@ -244,7 +280,7 @@ class FileDocumentRepository:
     except PyMongoError:
       return None
   
-  async def delete_document(self, file_id: str, session=None) -> bool:
+  def delete_document(self, file_id: str, session=None) -> bool:
     """
     Delete file document from database.
     
@@ -259,7 +295,7 @@ class FileDocumentRepository:
       if not ObjectId.is_valid(file_id):
         return False
       
-      result = await self.collection.delete_one({"_id": ObjectId(file_id)}, **get_extra_args(session))
+      result = self.collection.delete_one({"_id": ObjectId(file_id)}, **get_extra_args(session))
       return result.deleted_count > 0
     
     except PyMongoError:

src/file-processor/app/database/repositories/job_repository.py

@@ -8,7 +8,8 @@ with automatic timestamp management and error handling.
 from datetime import datetime
 from typing import List, Optional
 
-from motor.motor_asyncio import AsyncIOMotorCollection, AsyncIOMotorDatabase
+from pymongo.collection import Collection
+from pymongo.database import Database
 from pymongo.errors import PyMongoError
 
 from app.exceptions.job_exceptions import JobRepositoryError
@@ -24,33 +25,33 @@ class JobRepository:
   timestamp management and proper error handling.
   """
   
-  def __init__(self, database: AsyncIOMotorDatabase):
+  def __init__(self, database: Database):
     """Initialize repository with MongoDB collection reference."""
     self.db = database
-    self.collection: AsyncIOMotorCollection = self.db.processing_jobs
+    self.collection: Collection = self.db.processing_jobs
   
-  async def _ensure_indexes(self):
+  def _ensure_indexes(self):
     """
     Ensure required database indexes exist.
 
     Creates unique index on username field to prevent duplicates.
     """
     try:
-      await self.collection.create_index("document_id", unique=True)
+      self.collection.create_index("document_id", unique=True)
     except PyMongoError:
       # Index might already exist, ignore error
       pass
   
-  async def initialize(self):
+  def initialize(self):
     """
     Initialize repository by ensuring required indexes exist.
 
     Should be called after repository instantiation to setup database indexes.
     """
-    await self._ensure_indexes()
+    self._ensure_indexes()
     return self
   
-  async def create_job(self, document_id: PyObjectId, task_id: Optional[str] = None) -> ProcessingJob:
+  def create_job(self, document_id: PyObjectId, task_id: Optional[str] = None) -> ProcessingJob:
     """
     Create a new processing job.
 
@@ -75,7 +76,7 @@ class JobRepository:
           "error_message": None
       }
       
-      result = await self.collection.insert_one(job_data)
+      result = self.collection.insert_one(job_data)
       job_data["_id"] = result.inserted_id
       
       return ProcessingJob(**job_data)
@@ -83,7 +84,7 @@ class JobRepository:
     except PyMongoError as e:
       raise JobRepositoryError("create_job", e)
   
-  async def find_job_by_id(self, job_id: PyObjectId) -> Optional[ProcessingJob]:
+  def find_job_by_id(self, job_id: PyObjectId) -> Optional[ProcessingJob]:
     """
     Retrieve a job by its ID.
 
@@ -98,7 +99,7 @@ class JobRepository:
         JobRepositoryError: If database operation fails
     """
     try:
-      job_data = await self.collection.find_one({"_id": job_id})
+      job_data = self.collection.find_one({"_id": job_id})
       if job_data:
         return ProcessingJob(**job_data)
       
@@ -107,7 +108,7 @@ class JobRepository:
     except PyMongoError as e:
       raise JobRepositoryError("get_job_by_id", e)
   
-  async def update_job_status(
+  def update_job_status(
       self,
       job_id: PyObjectId,
       status: ProcessingStatus,
@@ -143,7 +144,7 @@ class JobRepository:
       if error_message is not None:
         update_data["error_message"] = error_message
       
-      result = await self.collection.find_one_and_update(
+      result = self.collection.find_one_and_update(
         {"_id": job_id},
         {"$set": update_data},
         return_document=True
@@ -157,7 +158,7 @@ class JobRepository:
     except PyMongoError as e:
       raise JobRepositoryError("update_job_status", e)
   
-  async def delete_job(self, job_id: PyObjectId) -> bool:
+  def delete_job(self, job_id: PyObjectId) -> bool:
     """
     Delete a job from the database.
 
@@ -171,14 +172,14 @@ class JobRepository:
         JobRepositoryError: If database operation fails
     """
     try:
-      result = await self.collection.delete_one({"_id": job_id})
+      result = self.collection.delete_one({"_id": job_id})
       
       return result.deleted_count > 0
     
     except PyMongoError as e:
       raise JobRepositoryError("delete_job", e)
   
-  async def find_jobs_by_document_id(self, document_id: PyObjectId) -> List[ProcessingJob]:
+  def find_jobs_by_document_id(self, document_id: PyObjectId) -> List[ProcessingJob]:
     """
     Retrieve all jobs for a specific file.
 
@@ -195,7 +196,7 @@ class JobRepository:
       cursor = self.collection.find({"document_id": document_id})
       
       jobs = []
-      async for job_data in cursor:
+      for job_data in cursor:
         jobs.append(ProcessingJob(**job_data))
       
       return jobs
@@ -203,7 +204,7 @@ class JobRepository:
     except PyMongoError as e:
       raise JobRepositoryError("get_jobs_by_file_id", e)
   
-  async def get_jobs_by_status(self, status: ProcessingStatus) -> List[ProcessingJob]:
+  def get_jobs_by_status(self, status: ProcessingStatus) -> List[ProcessingJob]:
     """
     Retrieve all jobs with a specific status.
 
@@ -220,7 +221,7 @@ class JobRepository:
       cursor = self.collection.find({"status": status})
       
       jobs = []
-      async for job_data in cursor:
+      for job_data in cursor:
         jobs.append(ProcessingJob(**job_data))
       
       return jobs

src/file-processor/app/database/repositories/user_repository.py

@@ -5,10 +5,12 @@ This module implements the repository pattern for user CRUD operations
 with dependency injection of the database connection using async/await.
 """
 
-from typing import Optional, List
 from datetime import datetime
+from typing import Optional, List
+
 from bson import ObjectId
-from motor.motor_asyncio import AsyncIOMotorDatabase, AsyncIOMotorCollection
+from pymongo.collection import Collection
+from pymongo.database import Database
 from pymongo.errors import DuplicateKeyError, PyMongoError
 
 from app.models.user import UserCreate, UserInDB, UserUpdate
@@ -23,7 +25,7 @@ class UserRepository:
   following the repository pattern with dependency injection and async/await.
   """
   
-  def __init__(self, database: AsyncIOMotorDatabase):
+  def __init__(self, database: Database):
     """
     Initialize repository with database dependency.
 
@@ -31,30 +33,30 @@ class UserRepository:
         database (AsyncIOMotorDatabase): MongoDB database instance
     """
     self.db = database
-    self.collection: AsyncIOMotorCollection = database.users
+    self.collection: Collection = database.users
   
-  async def initialize(self):
+  def initialize(self):
     """
     Initialize repository by ensuring required indexes exist.
 
     Should be called after repository instantiation to setup database indexes.
     """
-    await self._ensure_indexes()
+    self._ensure_indexes()
     return self
   
-  async def _ensure_indexes(self):
+  def _ensure_indexes(self):
     """
     Ensure required database indexes exist.
 
     Creates unique index on username field to prevent duplicates.
     """
     try:
-      await self.collection.create_index("username", unique=True)
+      self.collection.create_index("username", unique=True)
     except PyMongoError:
       # Index might already exist, ignore error
       pass
   
-  async def create_user(self, user_data: UserCreate) -> UserInDB:
+  def create_user(self, user_data: UserCreate) -> UserInDB:
     """
     Create a new user in the database.
 
@@ -79,7 +81,7 @@ class UserRepository:
     }
     
     try:
-      result = await self.collection.insert_one(user_dict)
+      result = self.collection.insert_one(user_dict)
       user_dict["_id"] = result.inserted_id
       return UserInDB(**user_dict)
     except DuplicateKeyError as e:
@@ -87,7 +89,7 @@ class UserRepository:
     except PyMongoError as e:
       raise ValueError(f"Failed to create user: {e}")
   
-  async def find_user_by_username(self, username: str) -> Optional[UserInDB]:
+  def find_user_by_username(self, username: str) -> Optional[UserInDB]:
     """
     Find user by username.
 
@@ -98,14 +100,14 @@ class UserRepository:
         UserInDB or None: User if found, None otherwise
     """
     try:
-      user_doc = await self.collection.find_one({"username": username})
+      user_doc = self.collection.find_one({"username": username})
       if user_doc:
         return UserInDB(**user_doc)
       return None
     except PyMongoError:
       return None
   
-  async def find_user_by_id(self, user_id: str) -> Optional[UserInDB]:
+  def find_user_by_id(self, user_id: str) -> Optional[UserInDB]:
     """
     Find user by ID.
 
@@ -119,14 +121,14 @@ class UserRepository:
       if not ObjectId.is_valid(user_id):
         return None
       
-      user_doc = await self.collection.find_one({"_id": ObjectId(user_id)})
+      user_doc = self.collection.find_one({"_id": ObjectId(user_id)})
       if user_doc:
         return UserInDB(**user_doc)
       return None
     except PyMongoError:
       return None
   
-  async def find_user_by_email(self, email: str) -> Optional[UserInDB]:
+  def find_user_by_email(self, email: str) -> Optional[UserInDB]:
     """
     Find user by email address.
 
@@ -137,14 +139,14 @@ class UserRepository:
         UserInDB or None: User if found, None otherwise
     """
     try:
-      user_doc = await self.collection.find_one({"email": email})
+      user_doc = self.collection.find_one({"email": email})
       if user_doc:
         return UserInDB(**user_doc)
       return None
     except PyMongoError:
       return None
   
-  async def update_user(self, user_id: str, user_update: UserUpdate) -> Optional[UserInDB]:
+  def update_user(self, user_id: str, user_update: UserUpdate) -> Optional[UserInDB]:
     """
     Update user information.
 
@@ -172,14 +174,16 @@ class UserRepository:
         update_data["role"] = user_update.role
       if user_update.is_active is not None:
         update_data["is_active"] = user_update.is_active
+      if user_update.preferences is not None:
+        update_data["preferences"] = user_update.preferences
       
       # Remove None values from update data
       clean_update_data = {k: v for k, v in update_data.items() if v is not None}
       
       if not clean_update_data:
-        return await self.find_user_by_id(user_id)
+        return self.find_user_by_id(user_id)
       
-      result = await self.collection.find_one_and_update(
+      result = self.collection.find_one_and_update(
         {"_id": ObjectId(user_id)},
         {"$set": clean_update_data},
         return_document=True
@@ -192,7 +196,7 @@ class UserRepository:
     except PyMongoError:
       return None
   
-  async def delete_user(self, user_id: str) -> bool:
+  def delete_user(self, user_id: str) -> bool:
     """
     Delete user from database.
 
@@ -206,12 +210,12 @@ class UserRepository:
       if not ObjectId.is_valid(user_id):
         return False
       
-      result = await self.collection.delete_one({"_id": ObjectId(user_id)})
+      result = self.collection.delete_one({"_id": ObjectId(user_id)})
       return result.deleted_count > 0
     except PyMongoError:
       return False
   
-  async def list_users(self, skip: int = 0, limit: int = 100) -> List[UserInDB]:
+  def list_users(self, skip: int = 0, limit: int = 100) -> List[UserInDB]:
     """
     List users with pagination.
 
@@ -224,12 +228,12 @@ class UserRepository:
     """
     try:
       cursor = self.collection.find({}).skip(skip).limit(limit).sort("created_at", -1)
-      user_docs = await cursor.to_list(length=limit)
+      user_docs = cursor.to_list(length=limit)
       return [UserInDB(**user_doc) for user_doc in user_docs]
     except PyMongoError:
       return []
   
-  async def count_users(self) -> int:
+  def count_users(self) -> int:
     """
     Count total number of users.
 
@@ -237,11 +241,11 @@ class UserRepository:
         int: Total number of users in database
     """
     try:
-      return await self.collection.count_documents({})
+      return self.collection.count_documents({})
     except PyMongoError:
       return 0
   
-  async def user_exists(self, username: str) -> bool:
+  def user_exists(self, username: str) -> bool:
     """
     Check if user exists by username.
 
@@ -252,7 +256,7 @@ class UserRepository:
         bool: True if user exists, False otherwise
     """
     try:
-      count = await self.collection.count_documents({"username": username})
+      count = self.collection.count_documents({"username": username})
       return count > 0
     except PyMongoError:
       return False

src/file-processor/app/file_watcher.py

@@ -30,7 +30,7 @@ class DocumentFileEventHandler(FileSystemEventHandler):
   dispatching Celery tasks, and managing processing jobs.
   """
   
-  SUPPORTED_EXTENSIONS = {'.txt', '.pdf', '.docx'}
+  SUPPORTED_EXTENSIONS = {'.txt', '.pdf', '.docx', '.jpg', '.png', '.jpeg'}
   
   def __init__(self, document_service: DocumentService, job_service: JobService):
     """
@@ -59,15 +59,16 @@ class DocumentFileEventHandler(FileSystemEventHandler):
     
     if file_extension not in self.SUPPORTED_EXTENSIONS:
       logger.info(f"Ignoring unsupported file type: {filepath}")
+      self.document_service.move_to_ignored(filepath, "unsupported file type")
       return
     
     logger.info(f"Processing new file: {filepath}")
     
     try:
       from tasks.document_processing import process_document
-      celery_result = process_document.delay(filepath)
+      task_result = process_document.delay(filepath)
-      celery_task_id = celery_result.id
+      task_id = task_result.task_id
-      logger.info(f"Dispatched Celery task with ID: {celery_task_id}")
+      logger.info(f"Dispatched Celery task with ID: {task_id}")
     
     except Exception as e:
       logger.error(f"Failed to process file {filepath}: {str(e)}")

src/file-processor/app/main.py

@@ -15,6 +15,9 @@ from typing import AsyncGenerator
 from fastapi import FastAPI
 from fastapi.middleware.cors import CORSMiddleware
 
+from app.api.routes.auth import router as auth_router
+from app.api.routes.users import router as users_router
+from app.api.routes.document import router as documents_router
 from app.config import settings
 from app.database.connection import get_database
 from app.file_watcher import create_file_watcher, FileWatcher
@@ -23,12 +26,6 @@ from app.services.init_service import InitializationService
 from app.services.job_service import JobService
 from app.services.user_service import UserService
 
-# from api.routes.auth import router as auth_router
-# from api.routes.users import router as users_router
-# from api.routes.documents import router as documents_router
-# from api.routes.jobs import router as jobs_router
-
-
 # Configure logging
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
@@ -64,17 +61,17 @@ async def lifespan(app: FastAPI) -> AsyncGenerator[None, None]:
     
     # Create default admin user
     init_service = InitializationService(user_service)
-    await init_service.initialize_application()
+    init_service.initialize_application()
     logger.info("Default admin user initialization completed")
     
     # Create and start file watcher
     file_watcher = create_file_watcher(
-      watch_directory=settings.watch_directory(),
+      watch_directory=settings.get_watch_folder(),
       document_service=document_service,
       job_service=job_service
     )
     file_watcher.start()
-    logger.info(f"FileWatcher started for directory: {settings.watch_directory()}")
+    logger.info(f"FileWatcher started for directory: {settings.get_watch_folder()}")
     
     logger.info("Application startup completed successfully")
     
@@ -106,17 +103,16 @@ app = FastAPI(
 # Configure CORS
 app.add_middleware(
   CORSMiddleware,
-  allow_origins=["http://localhost:3000"],  # React frontend
+  allow_origins=["http://localhost:5173", "http://localhost:5174"],  # React frontend
   allow_credentials=True,
   allow_methods=["*"],
   allow_headers=["*"],
 )
 
-
 # Include routers
-# app.include_router(auth_router, prefix="/auth", tags=["Authentication"])
+app.include_router(auth_router, prefix="/auth", tags=["Authentication"])
-# app.include_router(users_router, prefix="/users", tags=["User Management"])
+app.include_router(users_router, prefix="/users", tags=["User Management"])
-# app.include_router(documents_router, prefix="/documents", tags=["Documents"])
+app.include_router(documents_router, prefix="/api", tags=["Documents"])
 # app.include_router(jobs_router, prefix="/jobs", tags=["Processing Jobs"])
 
 

src/file-processor/app/models/auth.py

@@ -3,12 +3,45 @@ Authentication models and enums for user management.
 
 Contains user roles enumeration and authentication-related Pydantic models.
 """
-
+from datetime import datetime
 from enum import Enum
 
+from pydantic import BaseModel, Field
+
+from app.models.types import PyObjectId
+
 
 class UserRole(str, Enum):
   """User roles enumeration with string values."""
   
   USER = "user"
   ADMIN = "admin"
+
+
+class UserResponse(BaseModel):
+  """Model for user data in API responses (excludes password_hash)."""
+  
+  id: PyObjectId = Field(alias="_id")
+  username: str
+  email: str
+  role: UserRole
+  is_active: bool
+  created_at: datetime
+  updated_at: datetime
+  
+  model_config = {
+      "populate_by_name": True,
+      "arbitrary_types_allowed": True,
+  }
+
+
+class LoginResponse(BaseModel):
+  """Response model for successful login."""
+  access_token: str
+  token_type: str = "bearer"
+  user: UserResponse
+
+
+class MessageResponse(BaseModel):
+  """Generic message response."""
+  message: str

src/file-processor/app/models/document.py

@@ -7,10 +7,9 @@ stored in MongoDB collections.
 
 from datetime import datetime
 from enum import Enum
-from typing import Any, Dict, Optional
+from typing import Any, Dict, List, Optional
 
-from bson import ObjectId
+from pydantic import BaseModel, Field, field_validator, ConfigDict
-from pydantic import BaseModel, Field, field_validator
 
 from app.models.types import PyObjectId
 
@@ -49,6 +48,8 @@ class FileDocument(BaseModel):
   metadata: Dict[str, Any] = Field(default_factory=dict, description="File-specific metadata")
   detected_at: Optional[datetime] = Field(default=None, description="Timestamp when file was detected")
   file_hash: Optional[str] = Field(default=None, description="SHA256 hash of file content")
+  pdf_file_hash: Optional[str] = Field(default=None, description="SHA256 hash of the associated pdf file content")
+  thumbnail_file_hash: Optional[str] = Field(default=None, description="SHA256 hash of the thumbnail")
   encoding: str = Field(default="utf-8", description="Character encoding for text files")
   file_size: int = Field(..., ge=0, description="File size in bytes")
   mime_type: str = Field(..., description="MIME type detected")
@@ -68,3 +69,28 @@ class FileDocument(BaseModel):
     if not v.strip():
       raise ValueError("Filename cannot be empty")
     return v.strip()
+
+
+class DocumentResponse(BaseModel):
+  """
+  Response model for document API endpoints.
+  
+  Represents a document in the format expected by the frontend application.
+  Field names are automatically converted from snake_case to camelCase.
+  """
+  
+  model_config = ConfigDict(alias_generator=lambda field_name: ''.join(
+    word.capitalize() if i > 0 else word
+    for i, word in enumerate(field_name.split('_'))
+  ), populate_by_name=True)
+  
+  id: str = Field(..., description="Document unique identifier")
+  name: str = Field(..., description="Document filename")
+  original_file_type: str = Field(..., description="Original file type before conversion")
+  created_at: str = Field(..., description="ISO timestamp when document was created")
+  file_size: int = Field(..., description="File size in bytes")
+  page_count: int = Field(..., description="Number of pages in the document")
+  thumbnail_url: Optional[str] = Field(default=None, description="URL to document thumbnail")
+  pdf_url: Optional[str] = Field(default=None, description="URL to PDF version of document")
+  tags: List[str] = Field(default_factory=list, description="Document tags")
+  categories: List[str] = Field(default_factory=list, description="Document categories")

src/file-processor/app/models/job.py

@@ -14,6 +14,9 @@ class ProcessingStatus(str, Enum):
   PENDING = "pending"
   PROCESSING = "processing"
   COMPLETED = "completed"
+  SAVING_OBJECT = "saving_object"
+  SAVING_PDF = "saving_pdf"
+  CREATING_THUMBNAIL = "creating_thumbnail"
   FAILED = "failed"
 
 

src/file-processor/app/models/user.py

@@ -7,10 +7,10 @@ and API responses with proper validation and type safety.
 
 import re
 from datetime import datetime
-from typing import Optional, Any
+from typing import Optional
+
 from bson import ObjectId
 from pydantic import BaseModel, Field, field_validator, EmailStr
-from pydantic_core import core_schema
 
 from app.models.auth import UserRole
 from app.models.types import PyObjectId
@@ -105,6 +105,7 @@ class UserUpdate(BaseModel):
   password: Optional[str] = None
   role: Optional[UserRole] = None
   is_active: Optional[bool] = None
+  preferences: Optional[dict] = None
   
   @field_validator('username')
   @classmethod
@@ -130,24 +131,7 @@ class UserInDB(BaseModel):
   hashed_password: str
   role: UserRole
   is_active: bool = True
-  created_at: datetime
+  preferences: dict = Field(default_factory=dict)
-  updated_at: datetime
-  
-  model_config = {
-      "populate_by_name": True,
-      "arbitrary_types_allowed": True,
-      "json_encoders": {ObjectId: str}
-  }
-
-
-class UserResponse(BaseModel):
-  """Model for user data in API responses (excludes password_hash)."""
-  
-  id: PyObjectId = Field(alias="_id")
-  username: str
-  email: str
-  role: UserRole
-  is_active: bool
   created_at: datetime
   updated_at: datetime
   

src/file-processor/app/services/auth_service.py

@@ -4,7 +4,11 @@ Authentication service for password hashing and verification.
 This module provides authentication-related functionality including
 password hashing, verification, and JWT token management.
 """
+from datetime import datetime, timedelta
 
+import jwt
+
+from app.config import settings
 from app.utils.security import hash_password, verify_password
 
 
@@ -56,3 +60,25 @@ class AuthService:
         False
     """
     return verify_password(password, hashed_password)
+  
+  @staticmethod
+  def create_access_token(data=dict) -> str:
+    """
+      Create a JWT access token.
+
+      Args:
+          data (dict): Payload data to include in the token.
+
+      Returns:
+          str: Encoded JWT token.
+      """
+    # Copy data to avoid modifying the original dict
+    to_encode = data.copy()
+    
+    # Add expiration time
+    expire = datetime.now() + timedelta(hours=settings.get_jwt_expire_hours())
+    to_encode.update({"exp": expire})
+    
+    # Encode JWT
+    encoded_jwt = jwt.encode(to_encode, settings.get_jwt_secret_key(), algorithm=settings.get_jwt_algorithm())
+    return encoded_jwt

src/file-processor/app/services/document_service.py

@@ -6,7 +6,9 @@ while maintaining data consistency through MongoDB transactions.
 """
 
 import hashlib
+import logging
 import os
+import shutil
 from datetime import datetime
 from pathlib import Path
 from typing import List, Optional, Dict, Any
@@ -14,13 +16,28 @@ from typing import List, Optional, Dict, Any
 import magic
 from pymongo.errors import PyMongoError
 
-from app.config.settings import get_objects_folder
+from app.config.settings import get_objects_folder, get_temp_folder, get_errors_folder, get_ignored_folder
 from app.database.repositories.document_repository import FileDocumentRepository
 from app.models.document import (
   FileDocument,
   FileType,
 )
 from app.models.types import PyObjectId
+from app.utils.pdf_converter import convert_to_pdf
+from app.utils.pdf_thumbmail import PDFThumbnailGenerator
+from app.utils.security import generate_uuid_filename
+
+logger = logging.getLogger(__name__)
+
+
+class DocumentAlreadyExists(Exception):
+  def __init__(self, message):
+    self.message = message
+
+
+class DocumentProcessingError(Exception):
+  def __init__(self, message):
+    self.message = message
 
 
 class DocumentService:
@@ -31,7 +48,11 @@ class DocumentService:
   and their content while ensuring data consistency through transactions.
   """
   
-  def __init__(self, database, objects_folder: str = None):
+  def __init__(self, database,
+               objects_folder: str = None,
+               temp_folder: str = None,
+               errors_folder: str = None,
+               ignored_folder: str = None):
     """
     Initialize the document service with repository dependencies.
     
@@ -43,9 +64,12 @@ class DocumentService:
     self.db = database
     self.document_repository = FileDocumentRepository(self.db)
     self.objects_folder = objects_folder or get_objects_folder()
+    self.temp_folder = temp_folder or get_temp_folder()
+    self.errors_folder = errors_folder or get_errors_folder()
+    self.ignored_folder = ignored_folder or get_ignored_folder()
   
-  async def initialize(self):
+  def initialize(self):
-    await self.document_repository.initialize()
+    self.document_repository.initialize()
     return self
   
   @staticmethod
@@ -117,7 +141,40 @@ class DocumentService:
     
     return path.read_bytes()
   
-  def _get_document_path(self, file_hash):
+  @staticmethod
+  def _get_safe_path(file_path):
+    """
+    If the path already exists, add a suffix to the filename.
+    Increment the suffix until a safe path is found.
+    :param file_path:
+    :return:
+    """
+    path = Path(file_path)
+    
+    # If the path doesn't exist, return it as is
+    if not path.exists():
+      return file_path
+    
+    # Split the filename and extension
+    stem = path.stem
+    suffix = path.suffix
+    directory = path.parent
+    
+    # Try incrementing numbers until a unique path is found
+    counter = 1
+    while True:
+      # Create new filename with counter
+      new_filename = f"{stem}_{counter}{suffix}"
+      new_path = os.path.join(directory, new_filename)
+      
+      # Check if this new path exists
+      if not os.path.exists(new_path):
+        return new_path
+      
+      # Increment counter for next attempt
+      counter += 1
+  
+  def get_document_path(self, file_hash):
     """
 
     :param file_hash:
@@ -125,8 +182,13 @@ class DocumentService:
     """
     return os.path.join(self.objects_folder, file_hash[:24], file_hash)
   
+  def exists(self, file_hash):
+    if file_hash is None:
+      return False
+    return os.path.exists(self.get_document_path(file_hash))
+  
   def save_content_if_needed(self, file_hash, content: bytes):
-    target_path = self._get_document_path(file_hash)
+    target_path = self.get_document_path(file_hash)
     if os.path.exists(target_path):
       return
     
@@ -136,7 +198,20 @@ class DocumentService:
     with open(target_path, "wb") as f:
       f.write(content)
   
-  async def create_document(
+  def move_to_errors(self, document_id, file_path):
+    logger.info(f"Moving file {file_path} to error folder")
+    error_file_name = f"{document_id}_{os.path.basename(file_path)}"
+    error_file_path = self._get_safe_path(os.path.join(self.errors_folder, error_file_name))
+    shutil.move(file_path, error_file_path)
+  
+  def move_to_ignored(self, file_path, reason="Unknown"):
+    logger.info(f"Moving file {file_path} to ignored folder")
+    ignored_file_name = datetime.now().strftime("%Y-%m-%d_%H-%M-%S") + f"_### {reason} ###_" + os.path.basename(
+      file_path)
+    ignored_file_path = self._get_safe_path(os.path.join(self.ignored_folder, ignored_file_name))
+    shutil.move(file_path, ignored_file_path)
+  
+  def create_document(
       self,
       file_path: str,
       file_bytes: bytes | None = None,
@@ -162,7 +237,7 @@ class DocumentService:
         PyMongoError: If database operation fails
     """
     # Calculate automatic attributes
-    file_bytes = file_bytes or self._read_file_bytes(file_path)
+    file_bytes = file_bytes if file_bytes is not None else self._read_file_bytes(file_path)
     file_hash = self._calculate_file_hash(file_bytes)
     file_type = self._detect_file_type(file_path)
     mime_type = self._detect_mime_type(file_bytes)
@@ -171,7 +246,16 @@ class DocumentService:
     detected_at = datetime.now()
     
     try:
+      logger.info(f'Creating Document for "{file_path}"')
+      # Skip the document if it already exists
+      same_document = self.document_repository.find_same_document(filename, file_hash)
+      if same_document is not None:
+        logger.info(f"  Document with same hash already exists. Skipping...")
+        self.move_to_ignored(file_path, f"already exists ({same_document.id})")
+        raise DocumentAlreadyExists(f"Document with same hash already exists ({same_document.id})")
+      
       self.save_content_if_needed(file_hash, file_bytes)
+      logger.info(f"  Saved content to {self.get_document_path(file_hash)}")
       
       # Create FileDocument
       file_data = FileDocument(
@@ -187,15 +271,91 @@ class DocumentService:
         mime_type=mime_type
       )
       
-      created_file = await self.document_repository.create_document(file_data)
+      created_document = self.document_repository.create_document(file_data)
+      logger.info(f"  Created document with id '{created_document.id}'")
       
-      return created_file
+      return created_document
     
+    except DocumentAlreadyExists as e:
+      raise e
     except Exception as e:
       # Transaction will automatically rollback if supported
       raise PyMongoError(f"Failed to create document: {str(e)}")
   
-  async def get_document_by_id(self, document_id: PyObjectId) -> Optional[FileDocument]:
+  def create_pdf(self, document_id: PyObjectId):
+    """
+    For all files, a controlled pdf version will be created for standard visualization and action
+    :return:
+    """
+    logger.info(f"Creating PDF document for {document_id}")
+    document = self.get_document_by_id(document_id)
+    if document is None:
+      logger.error(f"  Document not found")
+      raise DocumentProcessingError(f"Document {document_id} not found.")
+    
+    # try to find another document that has the same hash
+    document_with_same_hash = self.get_document_with_pdf_hash(document.file_hash)
+    
+    # the pdf will be created only if it does not exist yet
+    if document_with_same_hash and self.exists(document_with_same_hash.pdf_file_hash):
+      logger.info(f'Found document with same hash. Will use pdf "{document_with_same_hash.pdf_file_hash}".')
+      self.update_document(document_id, {"pdf_file_hash": document_with_same_hash.pdf_file_hash})
+      return
+    
+    # get the content of the file
+    logger.info(f"  No document with same hash and valid pdf found. Will create new pdf content.")
+    file_bytes = self.get_document_content_by_hash(document.file_hash)
+    if file_bytes is None:
+      logger.error(f'Content for document "{document_id}" not found. hash = "{document.file_hash}".')
+      raise DocumentProcessingError(f'Content for document "{document_id}" not found. hash = "{document.file_hash}".')
+    
+    # create the pdf file
+    temp_pdf_file = convert_to_pdf(self.get_document_path(document.file_hash), self.temp_folder)
+    pdf_file_hash = self._calculate_file_hash(self._read_file_bytes(temp_pdf_file))
+    self.save_content_if_needed(pdf_file_hash, self._read_file_bytes(temp_pdf_file))
+    os.remove(temp_pdf_file)  # remove the temporary file
+    logger.info(f'  Created new pdf file with hash "{pdf_file_hash}"')
+    
+    # update the document
+    self.update_document(document_id, {"pdf_file_hash": pdf_file_hash})
+  
+  def create_thumbnail(self, document_id: PyObjectId):
+    logger.info(f'Creating thumbnail document for "{document_id}"')
+    document = self.get_document_by_id(document_id)
+    if document is None:
+      logger.error(f"  Document not found !")
+      raise DocumentProcessingError(f"Document {document_id} not found.")
+    
+    # try to find another document that has the same hash
+    document_with_same_hash = self.get_document_with_pdf_hash(document.file_hash)
+    
+    # We will use the thumbnail of the pdf if it exists
+    if document_with_same_hash and self.exists(document_with_same_hash.thumbnail_file_hash):
+      logger.info(f"  Found document with same hash. Will use thumbnail {document_with_same_hash.thumbnail_file_hash}")
+      self.update_document(document_id, {"thumbnail_file_hash": document_with_same_hash.thumbnail_file_hash})
+      return
+    
+    logger.info(f"  No document with same hash and valid thumbnail found. Will create new thumbnail")
+    
+    if not self.exists(document.pdf_file_hash):
+      logger.error(f"  PDF file not found.")
+      raise DocumentProcessingError(f"PDF file for document {document_id} not found")
+    
+    tmp_thumbnail_path = os.path.join(self.temp_folder, f"{generate_uuid_filename()}.png")
+    with PDFThumbnailGenerator(self.get_document_path(document.pdf_file_hash)) as gen:
+      # create the thumbnail
+      gen.create_thumbnail(tmp_thumbnail_path, page_num=0, width=200)
+      thumbnail_file_hash = self._calculate_file_hash(self._read_file_bytes(tmp_thumbnail_path))
+      
+      # save the thumbnail to the objects folder
+      self.save_content_if_needed(thumbnail_file_hash, self._read_file_bytes(tmp_thumbnail_path))
+      os.remove(tmp_thumbnail_path)
+      
+      # update the document
+      self.update_document(document_id, {"thumbnail_file_hash": thumbnail_file_hash})
+      logger.info(f"  Created thumbnail {thumbnail_file_hash}")
+  
+  def get_document_by_id(self, document_id: PyObjectId) -> Optional[FileDocument]:
     """
     Retrieve a document by its ID.
 
@@ -205,9 +365,9 @@ class DocumentService:
     Returns:
         FileDocument if found, None otherwise
     """
-    return await self.document_repository.find_document_by_id(str(document_id))
+    return self.document_repository.find_document_by_id(str(document_id))
   
-  async def get_document_by_hash(self, file_hash: str) -> Optional[FileDocument]:
+  def get_document_by_hash(self, file_hash: str) -> Optional[FileDocument]:
     """
     Retrieve a document by its file hash.
 
@@ -217,9 +377,12 @@ class DocumentService:
     Returns:
         FileDocument if found, None otherwise
     """
-    return await self.document_repository.find_document_by_hash(file_hash)
+    return self.document_repository.find_document_by_hash(file_hash)
   
-  async def get_document_by_filepath(self, filepath: str) -> Optional[FileDocument]:
+  def get_document_with_pdf_hash(self, file_hash) -> Optional[FileDocument]:
+    return self.document_repository.find_document_with_pdf_hash(file_hash)
+  
+  def get_document_by_filepath(self, filepath: str) -> Optional[FileDocument]:
     """
     Retrieve a document by its file path.
 
@@ -229,17 +392,17 @@ class DocumentService:
     Returns:
         FileDocument if found, None otherwise
     """
-    return await self.document_repository.find_document_by_filepath(filepath)
+    return self.document_repository.find_document_by_filepath(filepath)
   
-  async def get_document_content_by_hash(self, file_hash):
+  def get_document_content_by_hash(self, file_hash):
-    target_path = self._get_document_path(file_hash)
+    target_path = self.get_document_path(file_hash)
     if not os.path.exists(target_path):
       return None
     
     with open(target_path, "rb") as f:
       return f.read()
   
-  async def list_documents(
+  def list_documents(
       self,
       skip: int = 0,
       limit: int = 100
@@ -254,18 +417,18 @@ class DocumentService:
     Returns:
         List of FileDocument instances
     """
-    return await self.document_repository.list_documents(skip=skip, limit=limit)
+    return self.document_repository.list_documents(skip=skip, limit=limit)
   
-  async def count_documents(self) -> int:
+  def count_documents(self) -> int:
     """
     Get total number of documents.
 
     Returns:
         Total document count
     """
-    return await self.document_repository.count_documents()
+    return self.document_repository.count_documents()
   
-  async def update_document(
+  def update_document(
       self,
       document_id: PyObjectId,
       update_data: Dict[str, Any]
@@ -285,9 +448,9 @@ class DocumentService:
       update_data["file_hash"] = file_hash
       self.save_content_if_needed(file_hash, update_data["file_bytes"])
     
-    return await self.document_repository.update_document(document_id, update_data)
+    return self.document_repository.update_document(document_id, update_data)
   
-  async def delete_document(self, document_id: PyObjectId) -> bool:
+  def delete_document(self, document_id: PyObjectId) -> bool:
     """
     Delete a document and its orphaned content.
 
@@ -308,22 +471,22 @@ class DocumentService:
     
     try:
       # Get document to find its hash
-      document = await self.document_repository.find_document_by_id(document_id)
+      document = self.document_repository.find_document_by_id(document_id)
       if not document:
         return False
       
       # Delete the document
-      deleted = await self.document_repository.delete_document(document_id)
+      deleted = self.document_repository.delete_document(document_id)
       if not deleted:
         return False
       
       # Check if content is orphaned
-      remaining_files = await self.document_repository.find_document_by_hash(document.file_hash)
+      remaining_files = self.document_repository.find_document_by_hash(document.file_hash)
       
       # If no other files reference this content, delete it
       if not remaining_files:
         try:
-          os.remove(self._get_document_path(document.file_hash))
+          os.remove(self.get_document_path(document.file_hash))
         except Exception:
           pass
       

src/file-processor/app/services/init_service.py

@@ -32,7 +32,7 @@ class InitializationService:
     """
     self.user_service = user_service
   
-  async def ensure_admin_user_exists(self) -> Optional[UserInDB]:
+  def ensure_admin_user_exists(self) -> Optional[UserInDB]:
     """
     Ensure default admin user exists in the system.
 
@@ -48,7 +48,7 @@ class InitializationService:
     logger.info("Checking if admin user exists...")
     
     # Check if any admin user already exists
-    if await self._admin_user_exists():
+    if self._admin_user_exists():
       logger.info("Admin user already exists, skipping creation")
       return None
     
@@ -63,7 +63,7 @@ class InitializationService:
         role=UserRole.ADMIN
       )
       
-      created_user = await self.user_service.create_user(admin_data)
+      created_user = self.user_service.create_user(admin_data)
       logger.info(f"Default admin user created successfully with ID: {created_user.id}")
       logger.warning(
         "Default admin user created with username 'admin' and password 'admin'. "
@@ -76,7 +76,7 @@ class InitializationService:
       logger.error(f"Failed to create default admin user: {str(e)}")
       raise Exception(f"Admin user creation failed: {str(e)}")
   
-  async def _admin_user_exists(self) -> bool:
+  def _admin_user_exists(self) -> bool:
     """
     Check if any admin user exists in the system.
 
@@ -85,7 +85,7 @@ class InitializationService:
     """
     try:
       # Get all users and check if any have admin role
-      users = await self.user_service.list_users(limit=1000)  # Reasonable limit for admin check
+      users = self.user_service.list_users(limit=1000)  # Reasonable limit for admin check
       
       for user in users:
         if user.role == UserRole.ADMIN and user.is_active:
@@ -98,7 +98,7 @@ class InitializationService:
       # In case of error, assume admin exists to avoid creating duplicates
       return True
   
-  async def initialize_application(self) -> dict:
+  def initialize_application(self) -> dict:
     """
     Perform all application initialization tasks.
 
@@ -118,7 +118,7 @@ class InitializationService:
     
     try:
       # Ensure admin user exists
-      created_admin = await self.ensure_admin_user_exists()
+      created_admin = self.ensure_admin_user_exists()
       if created_admin:
         initialization_summary["admin_user_created"] = True
       

src/file-processor/app/services/job_service.py

@@ -31,16 +31,16 @@ class JobService:
     self.db = database
     self.repository = JobRepository(database)
   
-  async def initialize(self):
+  def initialize(self):
-    await self.repository.initialize()
+    self.repository.initialize()
     return self
   
-  async def create_job(self, file_id: PyObjectId, task_id: Optional[str] = None) -> ProcessingJob:
+  def create_job(self, document_id: PyObjectId, task_id: Optional[str] = None) -> ProcessingJob:
     """
     Create a new processing job.
 
     Args:
-        file_id: Reference to the file document
+        document_id: Reference to the file document
         task_id: Optional Celery task UUID
 
     Returns:
@@ -49,9 +49,9 @@ class JobService:
     Raises:
         JobRepositoryError: If database operation fails
     """
-    return await self.repository.create_job(file_id, task_id)
+    return self.repository.create_job(document_id, task_id)
   
-  async def get_job_by_id(self, job_id: PyObjectId) -> ProcessingJob:
+  def get_job_by_id(self, job_id: PyObjectId) -> ProcessingJob:
     """
     Retrieve a job by its ID.
 
@@ -65,9 +65,9 @@ class JobService:
         JobNotFoundError: If job doesn't exist
         JobRepositoryError: If database operation fails
     """
-    return await self.repository.find_job_by_id(job_id)
+    return self.repository.find_job_by_id(job_id)
   
-  async def mark_job_as_started(self, job_id: PyObjectId) -> ProcessingJob:
+  def mark_job_as_started(self, job_id: PyObjectId) -> ProcessingJob:
     """
     Mark a job as started (PENDING → PROCESSING).
 
@@ -83,16 +83,16 @@ class JobService:
         JobRepositoryError: If database operation fails
     """
     # Get current job to validate transition
-    current_job = await self.repository.find_job_by_id(job_id)
+    current_job = self.repository.find_job_by_id(job_id)
     
     # Validate status transition
     if current_job.status != ProcessingStatus.PENDING:
       raise InvalidStatusTransitionError(current_job.status, ProcessingStatus.PROCESSING)
     
     # Update status
-    return await self.repository.update_job_status(job_id, ProcessingStatus.PROCESSING)
+    return self.repository.update_job_status(job_id, ProcessingStatus.PROCESSING)
   
-  async def mark_job_as_completed(self, job_id: PyObjectId) -> ProcessingJob:
+  def mark_job_as_completed(self, job_id: PyObjectId) -> ProcessingJob:
     """
     Mark a job as completed (PROCESSING → COMPLETED).
 
@@ -108,16 +108,18 @@ class JobService:
         JobRepositoryError: If database operation fails
     """
     # Get current job to validate transition
-    current_job = await self.repository.find_job_by_id(job_id)
+    current_job = self.repository.find_job_by_id(job_id)
     
     # Validate status transition
-    if current_job.status != ProcessingStatus.PROCESSING:
+    if current_job.status in (ProcessingStatus.PENDING,
+                              ProcessingStatus.COMPLETED,
+                              ProcessingStatus.FAILED):
       raise InvalidStatusTransitionError(current_job.status, ProcessingStatus.COMPLETED)
     
     # Update status
-    return await self.repository.update_job_status(job_id, ProcessingStatus.COMPLETED)
+    return self.repository.update_job_status(job_id, ProcessingStatus.COMPLETED)
   
-  async def mark_job_as_failed(
+  def mark_job_as_failed(
       self,
       job_id: PyObjectId,
       error_message: Optional[str] = None
@@ -138,20 +140,25 @@ class JobService:
         JobRepositoryError: If database operation fails
     """
     # Get current job to validate transition
-    current_job = await self.repository.find_job_by_id(job_id)
+    current_job = self.repository.find_job_by_id(job_id)
     
     # Validate status transition
-    if current_job.status != ProcessingStatus.PROCESSING:
+    if current_job.status in (ProcessingStatus.PENDING, ProcessingStatus.COMPLETED, ProcessingStatus.FAILED):
       raise InvalidStatusTransitionError(current_job.status, ProcessingStatus.FAILED)
     
     # Update status with error message
-    return await self.repository.update_job_status(
+    return self.repository.update_job_status(
       job_id,
       ProcessingStatus.FAILED,
       error_message
     )
   
-  async def delete_job(self, job_id: PyObjectId) -> bool:
+  def update_job_status(self, job_id: PyObjectId,
+                        status: ProcessingStatus,
+                        error_message: str = None) -> ProcessingJob:
+    return self.repository.update_job_status(job_id, status, error_message)
+  
+  def delete_job(self, job_id: PyObjectId) -> bool:
     """
     Delete a job from the database.
 
@@ -164,9 +171,9 @@ class JobService:
     Raises:
         JobRepositoryError: If database operation fails
     """
-    return await self.repository.delete_job(job_id)
+    return self.repository.delete_job(job_id)
   
-  async def get_jobs_by_status(self, status: ProcessingStatus) -> list[ProcessingJob]:
+  def get_jobs_by_status(self, status: ProcessingStatus) -> list[ProcessingJob]:
     """
     Retrieve all jobs with a specific status.
 
@@ -179,4 +186,4 @@ class JobService:
     Raises:
         JobRepositoryError: If database operation fails
     """
-    return await self.repository.get_jobs_by_status(status)
+    return self.repository.get_jobs_by_status(status)

src/file-processor/app/services/user_service.py

@@ -33,11 +33,11 @@ class UserService:
     self.user_repository = UserRepository(self.db)
     self.auth_service = AuthService()
   
-  async def initialize(self):
+  def initialize(self):
-    await self.user_repository.initialize()
+    self.user_repository.initialize()
     return self
   
-  async def create_user(self, user_data: UserCreate | UserCreateNoValidation) -> UserInDB:
+  def create_user(self, user_data: UserCreate | UserCreateNoValidation) -> UserInDB:
     """
     Create a new user with business logic validation.
 
@@ -60,11 +60,11 @@ class UserService:
       raise ValueError(f"User with email '{user_data.email}' already exists")
     
     try:
-      return await self.user_repository.create_user(user_data)
+      return self.user_repository.create_user(user_data)
     except DuplicateKeyError:
       raise ValueError(f"User with username '{user_data.username}' already exists")
   
-  async def get_user_by_username(self, username: str) -> Optional[UserInDB]:
+  def get_user_by_username(self, username: str) -> Optional[UserInDB]:
     """
     Retrieve user by username.
 
@@ -74,9 +74,9 @@ class UserService:
     Returns:
         UserInDB or None: User if found, None otherwise
     """
-    return await self.user_repository.find_user_by_username(username)
+    return self.user_repository.find_user_by_username(username)
   
-  async def get_user_by_id(self, user_id: str) -> Optional[UserInDB]:
+  def get_user_by_id(self, user_id: str) -> Optional[UserInDB]:
     """
     Retrieve user by ID.
 
@@ -86,9 +86,9 @@ class UserService:
     Returns:
         UserInDB or None: User if found, None otherwise
     """
-    return await self.user_repository.find_user_by_id(user_id)
+    return self.user_repository.find_user_by_id(user_id)
   
-  async def authenticate_user(self, username: str, password: str) -> Optional[UserInDB]:
+  def authenticate_user(self, username: str, password: str) -> Optional[UserInDB]:
     """
     Authenticate user with username and password.
 
@@ -111,7 +111,7 @@ class UserService:
     
     return user
   
-  async def update_user(self, user_id: str, user_update: UserUpdate) -> Optional[UserInDB]:
+  def update_user(self, user_id: str, user_update: UserUpdate) -> Optional[UserInDB]:
     """
     Update user information.
 
@@ -137,9 +137,9 @@ class UserService:
       if existing_user and str(existing_user.id) != user_id:
         raise ValueError(f"Email '{user_update.email}' is already taken")
     
-    return await self.user_repository.update_user(user_id, user_update)
+    return self.user_repository.update_user(user_id, user_update)
   
-  async def delete_user(self, user_id: str) -> bool:
+  def delete_user(self, user_id: str) -> bool:
     """
     Delete user from system.
 
@@ -151,7 +151,7 @@ class UserService:
     """
     return self.user_repository.delete_user(user_id)
   
-  async def list_users(self, skip: int = 0, limit: int = 100) -> List[UserInDB]:
+  def list_users(self, skip: int = 0, limit: int = 100) -> List[UserInDB]:
     """
     List users with pagination.
 
@@ -162,18 +162,18 @@ class UserService:
     Returns:
         List[UserInDB]: List of users
     """
-    return await self.user_repository.list_users(skip=skip, limit=limit)
+    return self.user_repository.list_users(skip=skip, limit=limit)
   
-  async def count_users(self) -> int:
+  def count_users(self) -> int:
     """
     Count total number of users.
 
     Returns:
         int: Total number of users in system
     """
-    return await self.user_repository.count_users()
+    return self.user_repository.count_users()
   
-  async def user_exists(self, username: str) -> bool:
+  def user_exists(self, username: str) -> bool:
     """
     Check if user exists by username.
 
@@ -183,4 +183,19 @@ class UserService:
     Returns:
         bool: True if user exists, False otherwise
     """
-    return await self.user_repository.user_exists(username)
+    return self.user_repository.user_exists(username)
+  
+  def get_preference(self, user_id: str, preference):
+    user = self.get_user_by_id(user_id)
+    if user is None:
+      return None
+    return user.preferences.get(preference, None)
+  
+  def set_preference(self, user_id: str, preference, value):
+    user = self.get_user_by_id(user_id)
+    if user is None:
+      return None
+    
+    user.preferences[preference] = value
+    self.user_repository.update_user(user_id, UserUpdate(preferences=user.preferences))
+    return self.get_user_by_id(user_id)

src/file-processor/app/utils/pdf_annotation.py

@@ -0,0 +1,241 @@
+import fitz  # PyMuPDF
+
+
+class PDFAnnotator:
+  def __init__(self, pdf_path):
+    self.doc = fitz.open(pdf_path)
+  
+  def add_highlight(self, rect, page_num=0, color=(1, 1, 0)):
+    """
+    Add highlight annotation
+
+    Args:
+        rect: (x0, y0, x1, y1) coordinates or fitz.Rect object
+        page_num: Page number (0-indexed), default first page
+        color: RGB tuple (0-1 range), default yellow
+    """
+    page = self.doc[page_num]
+    annot = page.add_highlight_annot(rect)
+    annot.set_colors(stroke=color)
+    annot.update()
+    return annot
+  
+  def add_rectangle(self, rect, page_num=0, color=(1, 0, 0), width=2):
+    """
+    Add rectangle annotation (border only)
+
+    Args:
+        rect: (x0, y0, x1, y1) coordinates or fitz.Rect object
+        page_num: Page number (0-indexed), default first page
+        color: RGB tuple (0-1 range), default red
+        width: Line width in points
+    """
+    page = self.doc[page_num]
+    annot = page.add_rect_annot(rect)
+    annot.set_colors(stroke=color)
+    annot.set_border(width=width)
+    annot.update()
+    return annot
+  
+  def add_text_note(self, point, text, page_num=0, icon="Note"):
+    """
+    Add sticky note annotation
+
+    Args:
+        point: (x, y) position tuple
+        text: Note content string
+        page_num: Page number (0-indexed), default first page
+        icon: "Note", "Comment", "Help", "Insert", "Key", etc.
+    """
+    page = self.doc[page_num]
+    annot = page.add_text_annot(point, text, icon=icon)
+    annot.update()
+    return annot
+  
+  def add_free_text(self, rect, text, page_num=0, fontsize=12,
+                    color=(0, 0, 0)):
+    """
+    Add free text annotation (visible text box)
+
+    Args:
+        rect: (x0, y0, x1, y1) bounding box tuple or fitz.Rect
+        text: Text content string
+        page_num: Page number (0-indexed), default first page
+        fontsize: Font size in points
+        color: Text color RGB tuple (0-1 range)
+    """
+    page = self.doc[page_num]
+    annot = page.add_freetext_annot(
+      rect,
+      text,
+      fontsize=fontsize,
+      text_color=color
+    )
+    annot.update()
+    return annot
+  
+  def add_arrow(self, start_point, end_point, page_num=0,
+                color=(1, 0, 0), width=2):
+    """
+    Add arrow annotation
+
+    Args:
+        start_point: (x, y) tuple for arrow start
+        end_point: (x, y) tuple for arrow end
+        page_num: Page number (0-indexed), default first page
+        color: Arrow color RGB tuple (0-1 range), default red
+        width: Line width in points
+    """
+    page = self.doc[page_num]
+    annot = page.add_line_annot(start_point, end_point)
+    annot.set_colors(stroke=color)
+    annot.set_border(width=width)
+    # Set arrow at end - use integer constant
+    annot.set_line_ends(0, 1)  # 1 = ClosedArrow
+    annot.update()
+    return annot
+  
+  def add_stamp(self, rect, page_num=0, stamp_type=0):
+    """
+    Add stamp annotation
+
+    Args:
+        rect: (x0, y0, x1, y1) bounding box tuple or fitz.Rect
+        page_num: Page number (0-indexed), default first page
+        stamp_type: Integer for stamp type:
+                   0=Approved, 1=AsIs, 2=Confidential,
+                   3=Departmental, 4=Draft, 5=Experimental,
+                   6=Expired, 7=Final, 8=ForComment,
+                   9=ForPublicRelease, 10=NotApproved, etc.
+    """
+    page = self.doc[page_num]
+    annot = page.add_stamp_annot(rect, stamp=stamp_type)
+    annot.update()
+    return annot
+  
+  def add_redaction(self, rect, page_num=0, fill_color=(0, 0, 0)):
+    """
+    Add redaction annotation (marks area for redaction)
+    Note: Use apply_redactions() to permanently remove content
+
+    Args:
+        rect: (x0, y0, x1, y1) area to redact, tuple or fitz.Rect
+        page_num: Page number (0-indexed), default first page
+        fill_color: RGB tuple (0-1 range) for redacted area, default black
+    """
+    page = self.doc[page_num]
+    annot = page.add_redact_annot(rect, fill=fill_color)
+    annot.update()
+    return annot
+  
+  def apply_redactions(self, page_num=0, images=2, graphics=2, text=2):
+    """
+    Apply all redaction annotations on a page (permanent removal)
+
+    Args:
+        page_num: Page number (0-indexed), default first page
+        images: 2=remove, 1=blank, 0=ignore
+        graphics: 2=remove, 1=blank, 0=ignore
+        text: 2=remove, 1=blank, 0=ignore
+
+    Returns:
+        True if redactions were applied, False otherwise
+    """
+    page = self.doc[page_num]
+    # Check if page has redaction annotations
+    has_redactions = any(annot.type[0] == 12 for annot in page.annots())
+    
+    if has_redactions:
+      page.apply_redactions(images=images, graphics=graphics, text=text)
+      return True
+    return False
+  
+  def get_all_annotations(self, page_num=0):
+    """
+    Retrieve all annotations from a page
+
+    Args:
+        page_num: Page number (0-indexed), default first page
+
+    Returns:
+        List of dicts with annotation information
+    """
+    page = self.doc[page_num]
+    annotations = []
+    
+    for annot in page.annots():
+      info = {
+          'type': annot.type[1],  # Annotation type name
+          'rect': annot.rect,
+          'content': annot.info.get('content', ''),
+          'author': annot.info.get('title', ''),
+          'created': annot.info.get('creationDate', ''),
+          'colors': annot.colors
+      }
+      annotations.append(info)
+    
+    return annotations
+  
+  def remove_all_annotations(self, page_num=0):
+    """
+    Remove all annotations from a page
+
+    Args:
+        page_num: Page number (0-indexed), default first page
+    """
+    page = self.doc[page_num]
+    for annot in page.annots():
+      page.delete_annot(annot)
+  
+  def save(self, output_path):
+    """Save the annotated PDF"""
+    self.doc.save(output_path)
+  
+  def close(self):
+    self.doc.close()
+  
+  def __enter__(self):
+    return self
+  
+  def __exit__(self, exc_type, exc_val, exc_tb):
+    self.close()
+
+
+# Example usage
+if __name__ == "__main__":
+  with PDFAnnotator("input.pdf") as annotator:
+    # Add yellow highlight
+    annotator.add_highlight((100, 100, 300, 120), page_num=0,
+                            color=(1, 1, 0))
+    
+    # Add red rectangle border
+    annotator.add_rectangle((100, 150, 300, 250), page_num=0,
+                            color=(1, 0, 0), width=3)
+    
+    # Add sticky note
+    annotator.add_text_note((400, 100), "This is important!",
+                            page_num=0, icon="Comment")
+    
+    # Add visible text box
+    annotator.add_free_text((100, 300, 400, 350), "DRAFT VERSION",
+                            page_num=0, fontsize=20, color=(1, 0, 0))
+    
+    # Add arrow pointing to something
+    annotator.add_arrow((450, 100), (500, 200), page_num=0,
+                        color=(0, 0, 1), width=2)
+    
+    # Add "Approved" stamp
+    annotator.add_stamp((450, 300, 550, 350), page_num=0, stamp_type=0)
+    
+    # Add redaction (black box over sensitive info)
+    annotator.add_redaction((100, 400, 300, 420), page_num=0)
+    annotator.apply_redactions(page_num=0)
+    
+    # List all annotations
+    annots = annotator.get_all_annotations(page_num=0)
+    print(f"Found {len(annots)} annotations:")
+    for a in annots:
+      print(f"  - {a['type']} at {a['rect']}")
+    
+    # Save annotated PDF
+    annotator.save("output_annotated.pdf")

src/file-processor/app/utils/pdf_converter.py

@@ -0,0 +1,210 @@
+import datetime
+import hashlib
+import os
+import uuid
+from abc import ABC
+from pathlib import Path
+from typing import Self
+
+import pikepdf
+import pypandoc
+from PIL import Image
+from reportlab.lib.pagesizes import A4
+from reportlab.pdfgen import canvas
+
+from tasks.common.converter_utils import detect_file_type
+
+
+class BaseConverter(ABC):
+  """Abstract base class for file converters to PDF."""
+  
+  def __init__(self, input_path: str, output_dir: str = ".") -> None:
+    self.input_path = Path(input_path)
+    self.output_dir = Path(output_dir)
+    self.output_path = self.output_dir / f"{self.generate_uuid_filename()}.pdf"
+  
+  def convert(self) -> Self:
+    """Convert input file to PDF and return the output path."""
+    pass
+  
+  @staticmethod
+  def generate_uuid_filename() -> str:
+    """Generate a unique filename using UUID4."""
+    return str(uuid.uuid4())
+  
+  def get_deterministic_date(self) -> str:
+    """
+    Generate a deterministic date based on file content.
+    This ensures the same file always produces the same PDF.
+    """
+    # Option 1: Use a fixed date
+    # return "D:20000101000000"
+    
+    # Option 2: Generate date from content hash (recommended)
+    with open(self.input_path, 'rb') as f:
+      content = f.read()
+      content_hash = hashlib.sha256(content).hexdigest()
+    
+    # Use first 14 characters of hash to create a valid date
+    # Format: D:YYYYMMDDHHmmss
+    hash_int = int(content_hash[:14], 16)
+    
+    # Create a date between 2000-2099 to keep it reasonable
+    year = 2000 + (hash_int % 100)
+    month = 1 + (hash_int % 12)
+    day = 1 + (hash_int % 28)  # Stay safe with 28 days
+    hour = hash_int % 24
+    minute = hash_int % 60
+    second = hash_int % 60
+    
+    return f"D:{year:04d}{month:02d}{day:02d}{hour:02d}{minute:02d}{second:02d}"
+  
+  def get_file_creation_date(self):
+    # Get file creation time (or modification time)
+    ts = os.path.getctime(self.input_path)  # getmtime(self.input_path) for last modification
+    dt = datetime.datetime.fromtimestamp(ts)
+    
+    # PDF expects format D:YYYYMMDDHHmmss
+    creation_date = dt.strftime("D:%Y%m%d%H%M%S")
+    return creation_date
+  
+  def clean_pdf(self) -> Self:
+    """Remove all non-deterministic metadata from PDF."""
+    with pikepdf.open(self.output_path, allow_overwriting_input=True) as pdf:
+      # Remove XMP metadata if it exists
+      if hasattr(pdf.Root, 'Metadata'):
+        del pdf.Root.Metadata
+        
+        # Clear all document info by deleting each key
+        for key in list(pdf.docinfo.keys()):
+          del pdf.docinfo[key]
+      
+      # Set deterministic metadata
+      pdf.docinfo["/Producer"] = "MyConverter"
+      pdf.docinfo["/Creator"] = "MyConverter"
+      pdf.docinfo["/CreationDate"] = self.get_deterministic_date()
+      pdf.docinfo["/ModDate"] = self.get_deterministic_date()
+      pdf.docinfo["/Title"] = self.input_path.name
+      
+      # Save with deterministic IDs
+      # compress=True ensures consistent compression
+      # deterministic_id=True (if available) or static_id=True
+      pdf.save(
+        self.output_path,
+        fix_metadata_version=True,
+        compress_streams=True,
+        stream_decode_level=pikepdf.StreamDecodeLevel.generalized,
+        object_stream_mode=pikepdf.ObjectStreamMode.disable,
+        deterministic_id=True  # Use this if pikepdf >= 8.0.0, otherwise use static_id=True
+      )
+    
+    return self
+
+
+class TextToPdfConverter(BaseConverter):
+  """Converter for text files to PDF."""
+  
+  def convert(self) -> Self:
+    c = canvas.Canvas(str(self.output_path), pagesize=A4)
+    
+    # Fix metadata with deterministic values
+    info = c._doc.info
+    info.producer = "MyConverter"
+    info.creationDate = self.get_file_creation_date()
+    info.title = os.path.basename(self.input_path)
+    
+    width, height = A4
+    with open(self.input_path, "r", encoding="utf-8") as f:
+      y = height - 50
+      for line in f:
+        c.drawString(50, y, line.strip())
+        y -= 15
+        if y < 50:
+          c.showPage()
+          y = height - 50
+    
+    c.save()
+    return self
+
+
+class PdfToPdfConverter(BaseConverter):
+  """Converter for PDF files to PDF."""
+  
+  def convert(self) -> Self:
+    # copy self.input_path to self.output_path
+    os.system(f"cp {self.input_path} {self.output_path}")
+    return self
+
+
+class ImageToPdfConverter(BaseConverter):
+  """Converter for image files to PDF."""
+  
+  def convert(self) -> Self:
+    image = Image.open(self.input_path)
+    rgb_image = image.convert("RGB")
+    rgb_image.save(self.output_path)
+    return self
+
+
+class WordToPdfConverter(BaseConverter):
+  """Converter for Word files (.docx) to PDF using pypandoc."""
+  
+  def convert(self) -> Self:
+    pypandoc.convert_file(
+      str(self.input_path), "pdf", outputfile=str(self.output_path)
+    )
+    return self
+
+
+# Placeholders for future extensions
+class HtmlToPdfConverter(BaseConverter):
+  """Placeholder for HTML to PDF converter."""
+  
+  def convert(self) -> Self:
+    raise NotImplementedError("HTML to PDF conversion not implemented.")
+
+
+class ExcelToPdfConverter(BaseConverter):
+  """Placeholder for Excel to PDF converter."""
+  
+  def convert(self) -> Self:
+    raise NotImplementedError("Excel to PDF conversion not implemented.")
+
+
+class MarkdownToPdfConverter(BaseConverter):
+  """Placeholder for Markdown to PDF converter."""
+  
+  def convert(self) -> Self:
+    raise NotImplementedError("Markdown to PDF conversion not implemented.")
+
+
+def convert_to_pdf(filepath: str, output_dir: str = ".") -> str:
+  """
+      Convert any supported file to PDF.
+
+      Args:
+          filepath (str): Path to the input file.
+          output_dir (str): Directory to save the output PDF.
+
+      Returns:
+          str: Path to the generated PDF.
+
+      Raises:
+          UnsupportedFileTypeError: If the input file type is not supported.
+      """
+  file_type = detect_file_type(filepath)
+  
+  if file_type == "text":
+    converter = TextToPdfConverter(filepath, output_dir=output_dir)
+  elif file_type == "image":
+    converter = ImageToPdfConverter(filepath, output_dir=output_dir)
+  elif file_type == "word":
+    converter = WordToPdfConverter(filepath, output_dir=output_dir)
+  elif file_type == "pdf":
+    converter = PdfToPdfConverter(filepath, output_dir=output_dir)
+  else:
+    raise ValueError(f"Unsupported file type: {file_type}")
+  
+  converter.convert()
+  converter.clean_pdf()
+  return str(converter.output_path)

src/file-processor/app/utils/pdf_thumbmail.py

@@ -0,0 +1,167 @@
+from pathlib import Path
+
+import fitz  # PyMuPDF
+
+
+class PDFThumbnailGenerator:
+  def __init__(self, pdf_path):
+    """
+    Initialize PDF thumbnail generator
+
+    Args:
+        pdf_path: Path to the PDF file (string or Path object)
+    """
+    self.pdf_path = pdf_path
+    self.doc = fitz.open(pdf_path)
+  
+  def create_thumbnail(self, output_path, page_num=0, width=200, rotation=0, zoom_factor=1.0):
+    """
+    Create a thumbnail with zoom and rotation
+
+    Args:
+        output_path: Path to save the thumbnail (string or Path)
+        page_num: Page number (0-indexed), default first page
+        width: Desired width in pixels, default 200
+        rotation: Rotation angle in degrees (0, 90, 180, 270), default 0
+        zoom_factor: Additional zoom multiplier (1.0 = normal, 2.0 = 2x), default 1.0
+
+    Returns:
+        Dict with thumbnail info (width, height, rotation, zoom)
+    """
+    page = self.doc[page_num]
+    
+    # Apply rotation to page
+    page.set_rotation(rotation)
+    
+    # Calculate zoom to achieve desired width
+    base_zoom = width / page.rect.width
+    final_zoom = base_zoom * zoom_factor
+    
+    # Create transformation matrix
+    mat = fitz.Matrix(final_zoom, final_zoom)
+    
+    # Render page to pixmap
+    pix = page.get_pixmap(matrix=mat, alpha=False)
+    
+    # Save thumbnail
+    pix.save(output_path)
+    
+    return {
+        'width': pix.width,
+        'height': pix.height,
+        'rotation': rotation,
+        'zoom': zoom_factor
+    }
+  
+  def create_cropped_thumbnail(self, output_path, crop_rect=None, page_num=0, width=200):
+    """
+    Create a thumbnail of a specific region (zoom on area)
+
+    Args:
+        output_path: Path to save the thumbnail (string or Path)
+        crop_rect: Tuple (x0, y0, x1, y1) in PDF coordinates for cropping,
+                  or None for full page, default None
+        page_num: Page number (0-indexed), default first page
+        width: Desired width in pixels, default 200
+
+    Returns:
+        Tuple (width, height) of the generated thumbnail
+    """
+    page = self.doc[page_num]
+    
+    if crop_rect:
+      # Create rectangle for cropping
+      rect = fitz.Rect(crop_rect)
+      zoom = width / rect.width
+    else:
+      rect = page.rect
+      zoom = width / page.rect.width
+    
+    mat = fitz.Matrix(zoom, zoom)
+    
+    # Render only the specified rectangle
+    pix = page.get_pixmap(matrix=mat, clip=rect)
+    pix.save(output_path)
+    
+    return pix.width, pix.height
+  
+  def get_page_info(self, page_num=0):
+    """
+    Get information about a specific page
+
+    Args:
+        page_num: Page number (0-indexed), default first page
+
+    Returns:
+        Dict with page information (width, height, rotation, number, total_pages)
+    """
+    page = self.doc[page_num]
+    return {
+        'width': page.rect.width,
+        'height': page.rect.height,
+        'rotation': page.rotation,
+        'number': page_num + 1,
+        'total_pages': len(self.doc)
+    }
+  
+  def create_multi_resolution_thumbnails(self, output_folder, page_num=0, sizes=(150, 300, 600)):
+    """
+    Create multiple thumbnails at different resolutions
+
+    Args:
+        output_folder: Folder path to save thumbnails (string or Path)
+        page_num: Page number (0-indexed), default first page
+        sizes: List of widths in pixels, default [150, 300, 600]
+
+    Returns:
+        Dict mapping each size to thumbnail info
+    """
+    output_folder = Path(output_folder)
+    output_folder.mkdir(exist_ok=True, parents=True)
+    
+    results = {}
+    for size in sizes:
+      output_path = output_folder / f"thumb_{size}px.png"
+      info = self.create_thumbnail(output_path, page_num=page_num, width=size)
+      results[size] = info
+    
+    return results
+  
+  def close(self):
+    """Close the PDF document and free resources"""
+    self.doc.close()
+  
+  def __enter__(self):
+    return self
+  
+  def __exit__(self, exc_type, exc_val, exc_tb):
+    self.close()
+
+
+# Example usage
+if __name__ == "__main__":
+  # Basic usage with context manager
+  with PDFThumbnailGenerator("example.pdf") as gen:
+    # Standard thumbnail
+    gen.create_thumbnail("thumb_standard.png", page_num=0, width=200)
+    
+    # Rotated thumbnail
+    gen.create_thumbnail("thumb_rotated.png", page_num=0,
+                         width=200, rotation=90)
+    
+    # Zoomed thumbnail (2x zoom)
+    gen.create_thumbnail("thumb_zoomed.png", page_num=0,
+                         width=200, zoom_factor=2.0)
+    
+    # Cropped/zoomed on specific area (x0, y0, x1, y1)
+    gen.create_cropped_thumbnail("thumb_crop.png",
+                                 crop_rect=(100, 100, 400, 400),
+                                 page_num=0, width=300)
+    
+    # Multiple resolutions
+    gen.create_multi_resolution_thumbnails("thumbnails/", page_num=0,
+                                           sizes=[150, 300, 600])
+    
+    # Get page information
+    info = gen.get_page_info(page_num=0)
+    print(f"Page info: {info}")

src/file-processor/app/utils/security.py

@@ -4,9 +4,10 @@ Password security utilities using bcrypt for secure password hashing.
 This module provides secure password hashing and verification functions
 using the bcrypt algorithm with automatic salt generation.
 """
+import re
+import uuid
 
 import bcrypt
-from typing import Union
 
 
 def hash_password(password: str) -> str:
@@ -72,3 +73,32 @@ def verify_password(password: str, hashed_password: str) -> bool:
     raise RuntimeError(f"Invalid hash format: {str(e)}")
   except Exception as e:
     raise RuntimeError(f"Failed to verify password: {str(e)}")
+
+
+def generate_uuid_filename() -> str:
+  """Generate a unique filename using UUID4."""
+  return str(uuid.uuid4())
+
+
+def safe_connection_string(connection_string: str) -> str:
+  """
+  Mask the password in a MongoDB connection string.
+
+  Args:
+      connection_string (str): The complete MongoDB connection string
+
+  Returns:
+      str: The connection string with password replaced by asterisks
+
+  Example:
+      >>> mask_mongodb_password("mongodb://admin:password123@mongodb:27017/mydocmanager?authSource=admin")
+      "mongodb://admin:***@mongodb:27017/mydocmanager?authSource=admin"
+  """
+  # Pattern to detect password in MongoDB URL
+  # Format: mongodb://username:password@host:port/database
+  pattern = r'(mongodb://[^:]+:)([^@]+)(@.*)'
+  
+  # Replace password with asterisks
+  masked_string = re.sub(pattern, r'\1*****\3', connection_string)
+  
+  return masked_string

src/file-processor/requirements.txt

@@ -1,12 +1,20 @@
+asgiref==3.9.1
 bcrypt==4.3.0
 celery==5.5.3
 email-validator==2.3.0
 fastapi==0.116.1
 httptools==0.6.4
 motor==3.7.1
-pymongo==4.15.0
+pikepdf==9.11.0
+pillow==11.3.0
 pydantic==2.11.9
+PyJWT==2.10.1
+pymongo==4.15.0
+PyMuPDF==1.26.4
+pypandoc==1.15
+python-multipart==0.0.20
 redis==6.4.0
+reportlab==4.4.4
 uvicorn==0.35.0
 python-magic==0.4.27
 watchdog==6.0.0

src/frontend/.dockerignore

@@ -0,0 +1,41 @@
+# Dependencies
+node_modules
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+
+# Build outputs
+dist
+build
+
+# Environment files
+.env.local
+.env.development.local
+.env.test.local
+.env.production.local
+
+# IDE files
+.vscode
+.idea
+*.swp
+*.swo
+
+# OS generated files
+.DS_Store
+.DS_Store?
+._*
+.Spotlight-V100
+.Trashes
+ehthumbs.db
+Thumbs.db
+
+# Git
+.git
+.gitignore
+
+# Docker
+Dockerfile
+.dockerignore
+
+# Logs
+*.log

src/frontend/Dockerfile

@@ -0,0 +1,20 @@
+# Use Node.js 20 Alpine for lightweight container
+FROM node:20-alpine
+
+# Set working directory
+WORKDIR /app
+
+# Copy package.json and package-lock.json (if available)
+COPY package*.json ./
+
+# Install dependencies
+RUN npm install
+
+# Copy source code
+COPY . .
+
+# Expose Vite default port
+EXPOSE 5173
+
+# Start development server with host 0.0.0.0 to accept external connections
+CMD ["npm", "run", "dev", "--", "--host", "0.0.0.0", "--port", "5173"]

src/frontend/README.md

@@ -1,12 +1,93 @@
-# React + Vite
 
-This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
+# MyDocManager Frontend
 
-Currently, two official plugins are available:
+## Overview
+MyDocManager Frontend is a modern web application built with React and Vite that serves as the user interface for the MyDocManager document management system. The application provides a seamless experience for users to manage, process, and organize their documents with an intuitive and responsive interface.
 
-- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Babel](https://babeljs.io/) for Fast Refresh
+## Project Structure
-- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh
+frontend/
+├── public/                  # Public assets and static files
+├── src/                     # Source code
+│   ├── assets/             # Icons, images, and other static assets
+│   ├── components/         # Reusable UI components
+│   │   ├── auth/          # Authentication-related components
+│   │   └── common/        # Shared components (Header, Layout, etc.)
+│   ├── contexts/          # React contexts for state management
+│   ├── hooks/             # Custom React hooks
+│   ├── pages/             # Page components representing full views
+│   ├── services/          # API service interfaces
+│   └── utils/             # Utility functions and helpers
+├── Dockerfile             # Container configuration for deployment
+├── package.json           # Dependencies and scripts
+├── tailwind.config.js     # Tailwind CSS configuration
+└── vite.config.js         # Vite bundler configuration
 
-## Expanding the ESLint configuration
 
-If you are developing a production application, we recommend using TypeScript with type-aware lint rules enabled. Check out the [TS template](https://github.com/vitejs/vite/tree/main/packages/create-vite/template-react-ts) for information on how to integrate TypeScript and [`typescript-eslint`](https://typescript-eslint.io) in your project.
+
+## Key Components
+
+### Authentication
+- **AuthContext**: Provides authentication state and methods throughout the application
+- **AuthLayout**: Layout wrapper specifically for authentication screens
+- **LoginForm**: Form component for user authentication
+- **ProtectedRoute**: Route guard that ensures authenticated access to protected pages
+
+### UI Components
+- **Layout**: Main application layout structure with menu and content areas
+- **Header**: Application header with navigation and user controls
+- **Menu**: Side navigation menu with application links
+- **ThemeSwitcher**: Toggle for switching between light and dark themes
+
+### Pages
+- **LoginPage**: User authentication page
+- **DashboardPage**: Main dashboard view for authenticated users
+
+### Services
+- **authService**: Handles API communication for authentication operations
+- **api**: Base API utility for making HTTP requests to the backend
+
+## Getting Started
+
+### Prerequisites
+- Node.js (latest LTS version)
+- npm or yarn package manager
+
+### Installation
+1. Clone the repository
+2. Navigate to the frontend directory
+3. Install dependencies:
+```
+npm install
+```
+
+### Development
+Run the development server:
+```
+npm run dev
+```
+This will start the application in development mode at http://localhost:5173
+
+### Building for Production
+Create a production build:
+```
+npm run build
+```
+
+
+## Technologies
+- React 19.1.1
+- Vite 7.1.2
+- Tailwind CSS 4.1.13
+- DaisyUI 5.1.24
+- React Router 7.9.3
+- Axios for API requests
+
+## Features
+- Responsive design with Tailwind CSS
+- Authentication and authorization
+- Light/dark theme support
+- Document management interface
+- Secure API communication
+
+## Project Integration
+This frontend application works in conjunction with the backend services and workers defined in other parts of the MyDocManager project to provide a complete document management solution.

src/frontend/index.html

@@ -1,10 +1,10 @@
 <!doctype html>
-<html lang="en">
+<html lang="en" data-theme="dark">
   <head>
     <meta charset="UTF-8" />
     <link rel="icon" type="image/svg+xml" href="/vite.svg" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>Vite + React</title>
+    <title>My Documents Manager</title>
   </head>
   <body>
     <div id="root"></div>

src/frontend/package.json

@@ -10,18 +10,26 @@
     "preview": "vite preview"
   },
   "dependencies": {
+    "@tailwindcss/vite": "^4.1.13",
+    "axios": "^1.12.2",
     "react": "^19.1.1",
-    "react-dom": "^19.1.1"
+    "react-dom": "^19.1.1",
+    "react-icons": "^5.5.0",
+    "react-router-dom": "^7.9.3"
   },
   "devDependencies": {
     "@eslint/js": "^9.33.0",
     "@types/react": "^19.1.10",
     "@types/react-dom": "^19.1.7",
     "@vitejs/plugin-react": "^5.0.0",
+    "autoprefixer": "^10.4.21",
+    "daisyui": "^5.1.24",
     "eslint": "^9.33.0",
     "eslint-plugin-react-hooks": "^5.2.0",
     "eslint-plugin-react-refresh": "^0.4.20",
     "globals": "^16.3.0",
+    "postcss": "^8.5.6",
+    "tailwindcss": "^4.1.13",
     "vite": "^7.1.2"
   }
 }

src/frontend/src/App.css

@@ -1,42 +1,6 @@
+@import "tailwindcss";
+
 #root {
     max-width: 1280px;
     margin: 0 auto;
-  padding: 2rem;
-  text-align: center;
-}
-
-.logo {
-  height: 6em;
-  padding: 1.5em;
-  will-change: filter;
-  transition: filter 300ms;
-}
-.logo:hover {
-  filter: drop-shadow(0 0 2em #646cffaa);
-}
-.logo.react:hover {
-  filter: drop-shadow(0 0 2em #61dafbaa);
-}
-
-@keyframes logo-spin {
-  from {
-    transform: rotate(0deg);
-  }
-  to {
-    transform: rotate(360deg);
-  }
-}
-
-@media (prefers-reduced-motion: no-preference) {
-  a:nth-of-type(2) .logo {
-    animation: logo-spin infinite 20s linear;
-  }
-}
-
-.card {
-  padding: 2em;
-}
-
-.read-the-docs {
-  color: #888;
 }

src/frontend/src/App.jsx

@@ -1,35 +1,36 @@
-import { useState } from 'react'
+import { BrowserRouter as Router, Routes, Route, Navigate } from 'react-router-dom';
-import reactLogo from './assets/react.svg'
+import { AuthProvider } from './contexts/AuthContext';
-import viteLogo from '/vite.svg'
+import ProtectedRoute from './components/common/ProtectedRoute';
-import './App.css'
+import Layout from './components/common/Layout';
+import LoginPage from './pages/LoginPage';
+import DashboardPage from './pages/DashboardPage';
+import DocumentsPage from './pages/DocumentsPage';
 
 function App() {
-  const [count, setCount] = useState(0)
-
   return (
-    <>
+    <AuthProvider>
-      <div>
+      <Router>
-        <a href="https://vite.dev" target="_blank">
+        <div className="App">
-          <img src={viteLogo} className="logo" alt="Vite logo" />
+          <Routes>
-        </a>
+            {/* Public Routes */}
-        <a href="https://react.dev" target="_blank">
+            <Route path="/login" element={<LoginPage />} />
-          <img src={reactLogo} className="logo react" alt="React logo" />
+
-        </a>
+            {/* Protected Routes */}
+            <Route path="/" element={<ProtectedRoute><Layout /></ProtectedRoute>}>
+              <Route index element={<Navigate to="/documents" replace />} />
+              <Route path="documents" element={<DocumentsPage />} />
+              <Route path="dashboard" element={<DashboardPage />} />
+              <Route path="documents" element={<div>Documents Page - Coming Soon</div>} />
+              <Route path="users" element={<div>User Management - Coming Soon</div>} />
+            </Route>
+
+            {/* Catch all route */}
+            <Route path="*" element={<Navigate to="/dashboard" replace />} />
+          </Routes>
         </div>
-      <h1>Vite + React</h1>
+      </Router>
-      <div className="card">
+    </AuthProvider>
-        <button onClick={() => setCount((count) => count + 1)}>
+  );
-          count is {count}
-        </button>
-        <p>
-          Edit <code>src/App.jsx</code> and save to test HMR
-        </p>
-      </div>
-      <p className="read-the-docs">
-        Click on the Vite and React logos to learn more
-      </p>
-    </>
-  )
 }
 
-export default App
+export default App;

src/frontend/src/assets/icons.jsx

@@ -0,0 +1,35 @@
+// src/assets/icons.jsx
+
+export const SunIcon = (
+  <svg
+    xmlns="http://www.w3.org/2000/svg"
+    className="h-6 w-6"
+    fill="none"
+    viewBox="0 0 24 24"
+    stroke="currentColor"
+  >
+    <path
+      strokeLinecap="round"
+      strokeLinejoin="round"
+      strokeWidth="2"
+      d="M12 3v1m0 16v1m8.66-9h-1M4.34 12h-1m15.36 6.36l-.7-.7M6.34 6.34l-.7-.7m12.02 12.02l-.7-.7M6.34 17.66l-.7-.7M16 12a4 4 0 11-8 0 4 4 0 018 0z"
+    />
+  </svg>
+);
+
+export const MoonIcon = (
+  <svg
+    xmlns="http://www.w3.org/2000/svg"
+    className="h-6 w-6"
+    fill="none"
+    viewBox="0 0 24 24"
+    stroke="currentColor"
+  >
+    <path
+      strokeLinecap="round"
+      strokeLinejoin="round"
+      strokeWidth="2"
+      d="M21 12.79A9 9 0 1111.21 3a7 7 0 0010.79 9.79z"
+    />
+  </svg>
+);

src/frontend/src/components/auth/AuthLayout.jsx

@@ -0,0 +1,41 @@
+import React from 'react';
+import ThemeSwitcher from "../common/ThemeSwither.jsx";
+
+/**
+ * AuthLayout component for authentication pages
+ * Provides centered layout with background and responsive design
+ *
+ * @param {Object} props - Component props
+ * @param {React.ReactNode} props.children - Child components to render
+ */
+
+const AuthHeader = () => {
+  return (
+    <div className="navbar bg-base-100 shadow-lg">
+      <div className="navbar-start">
+        <h1 className="text-xl font-bold">MyDocManager</h1>
+      </div>
+      <div className="navbar-end">
+        <ThemeSwitcher/>
+      </div>
+    </div>
+  )
+}
+
+function AuthLayout({children}) {
+  return (
+    <div className="min-h-screen bg-gradient-to-br from-primary/10 via-base-200 to-secondary/10">
+      <AuthHeader/>
+      {/* Main container with flex centering */}
+      <div className="min-h-screen flex items-center justify-center p-4">
+        {/* Content wrapper for responsive spacing */}
+        <div>
+          {children}
+        </div>
+      </div>
+
+    </div>
+  );
+}
+
+export default AuthLayout;

src/frontend/src/components/auth/LoginForm.jsx

@@ -0,0 +1,202 @@
+import React, {useEffect, useState} from 'react';
+import {useAuth} from '../../contexts/AuthContext';
+
+/**
+ * LoginForm component with DaisyUI styling
+ * Handles user authentication with form validation and error display
+ */
+function LoginForm() {
+  const {login, loading, error, clearError} = useAuth();
+  const [formData, setFormData] = useState({
+    username: '',
+    password: '',
+  });
+  const [formErrors, setFormErrors] = useState({});
+
+  // Clear errors when component mounts or form data changes
+  useEffect(() => {
+    if (error) {
+      const timer = setTimeout(() => {
+        clearError();
+      }, 5000); // Clear error after 5 seconds
+
+      return () => clearTimeout(timer);
+    }
+  }, [error, clearError]);
+
+  /**
+   * Handle input changes and clear related errors
+   * @param {Event} e - Input change event
+   */
+  const handleInputChange = (e) => {
+    const {name, value} = e.target;
+
+    setFormData(prev => ({
+      ...prev,
+      [name]: value,
+    }));
+
+    // Clear field error when user starts typing
+    if (formErrors[name]) {
+      setFormErrors(prev => ({
+        ...prev,
+        [name]: '',
+      }));
+    }
+
+    // Clear global error when user modifies form
+    if (error) {
+      clearError();
+    }
+  };
+
+  /**
+   * Validate form data before submission
+   * @returns {boolean} True if form is valid
+   */
+  const validateForm = () => {
+    const errors = {};
+
+    if (!formData.username.trim()) {
+      errors.username = 'Username is required';
+    }
+
+    if (!formData.password.trim()) {
+      errors.password = 'Password is required';
+    } else if (formData.password.length < 3) {
+      errors.password = 'Password must be at least 3 characters';
+    }
+
+    setFormErrors(errors);
+    return Object.keys(errors).length === 0;
+  };
+
+  /**
+   * Handle form submission
+   * @param {Event} e - Form submission event
+   */
+  const handleSubmit = async (e) => {
+    e.preventDefault();
+
+    if (!validateForm()) {
+      return;
+    }
+
+    const success = await login(formData.username, formData.password);
+
+    if (success) {
+      // Reset form on successful login
+      setFormData({username: '', password: ''});
+      setFormErrors({});
+    }
+  };
+
+  return (
+    <div className="card max-w-md shadow-xl bg-base-100">
+      <div className="card-body">
+        {/* Card Header */}
+        <div className="text-center mb-6">
+          <p className="text-base-content/70 mt-2">Sign in to your account</p>
+        </div>
+
+        {/* Global Error Alert */}
+        {error && (
+          <div className="alert alert-error mb-4">
+            <svg
+              xmlns="http://www.w3.org/2000/svg"
+              className="stroke-current shrink-0 h-6 w-6"
+              fill="none"
+              viewBox="0 0 24 24"
+            >
+              <path
+                strokeLinecap="round"
+                strokeLinejoin="round"
+                strokeWidth="2"
+                d="M10 14l2-2m0 0l2-2m-2 2l-2-2m2 2l2 2m7-2a9 9 0 11-18 0 9 9 0 0118 0z"
+              />
+            </svg>
+            <span>{error}</span>
+          </div>
+        )}
+
+        {/* Login Form */}
+        <form onSubmit={handleSubmit}>
+          {/* Username Field */}
+          <div id="username">
+            <label className="label">
+              <span className="label-text font-medium">Username</span>
+            </label>
+            <input
+              type="text"
+              name="username"
+              value={formData.username}
+              onChange={handleInputChange}
+              placeholder="Enter your username"
+              className={`input input-bordered w-full${
+                formErrors.username ? 'input-error' : ''
+              }`}
+              disabled={loading}
+              autoComplete="username"
+            />
+            {formErrors.username && (
+              <label className="label">
+                <span className="label-text-alt text-error">{formErrors.username}</span>
+              </label>
+            )}
+          </div>
+
+          {/* Password Field */}
+          <div id="password">
+            <label className="label">
+              <span className="label-text font-medium">Password</span>
+            </label>
+            <input
+              type="password"
+              name="password"
+              value={formData.password}
+              onChange={handleInputChange}
+              placeholder="Enter your password"
+              className={`input input-bordered ${
+                formErrors.password ? 'input-error' : ''
+              }`}
+              disabled={loading}
+              autoComplete="current-password"
+            />
+            {formErrors.password && (
+              <label className="label">
+                <span className="label-text-alt text-error">{formErrors.password}</span>
+              </label>
+            )}
+          </div>
+
+          {/* Submit Button */}
+          <div className="form-control mt-6">
+            <button
+              type="submit"
+              className={`btn btn-primary w-1/3 btn-hover-effect ${loading ? 'loading' : ''}`}
+              disabled={loading}
+            >
+              {loading ? (
+                <>
+                  <span className="loading loading-spinner loading-sm"></span>
+                  Signing in...
+                </>
+              ) : (
+                'Sign In'
+              )}
+            </button>
+          </div>
+        </form>
+
+        {/* Additional Info */}
+        <div className="text-center mt-4">
+          <p className="text-sm text-base-content/60">
+            Don't have an account? Contact your administrator.
+          </p>
+        </div>
+      </div>
+    </div>
+  );
+}
+
+export default LoginForm;

src/frontend/src/components/common/Header.jsx

@@ -0,0 +1,49 @@
+import {useAuth} from '../../hooks/useAuth';
+import {useNavigate} from 'react-router-dom';
+import ThemeSwitcher from "./ThemeSwither.jsx";
+import React from "react";
+
+const Header = () => {
+  const {user, logout} = useAuth();
+  const navigate = useNavigate();
+
+  const handleLogout = async () => {
+    await logout();
+    navigate('/login');
+  };
+
+  return (
+    <div className="navbar bg-base-100">
+      <div className="navbar-start">
+        <h1 className="text-xl font-bold">MyDocManager</h1>
+      </div>
+      <div className="navbar-end">
+        <div className="dropdown dropdown-end">
+          <div tabIndex={0} role="button" className="btn btn-ghost btn-circle avatar">
+            <div className="w-10 rounded-full bg-primary text-primary-content flex items-center justify-center">
+              <span className="text-sm font-medium">
+                {user?.username?.charAt(0).toUpperCase()}
+              </span>
+            </div>
+          </div>
+          <ul tabIndex={0} className="menu menu-sm dropdown-content bg-base-100 rounded-box z-[1] mt-3 w-52 p-2 shadow">
+            <li>
+              <div className="justify-between">
+                Profile
+                <span className="badge badge-sm">{user?.role}</span>
+              </div>
+            </li>
+            <li><a>Settings</a></li>
+            <li><ThemeSwitcher/></li>
+            <li>
+              <button onClick={handleLogout}>Logout</button>
+            </li>
+          </ul>
+        </div>
+
+      </div>
+    </div>
+  );
+};
+
+export default Header;

src/frontend/src/components/common/Layout.jsx

@@ -0,0 +1,24 @@
+import Header from './Header';
+import {Outlet} from 'react-router-dom';
+import Menu from "./Menu.jsx";
+import styles from './Layout.module.css';
+
+const Layout = () => {
+  return (
+    <div className={styles.layoutContainer}>
+      <Header/>
+      <div className="flex flex-1 overflow-hidden">
+        <aside className={styles.sidebar}>
+          <Menu/>
+        </aside>
+        <main className={styles.mainContent}>
+          <div className={styles.mainContentInner}>
+            <Outlet/>
+          </div>
+        </main>
+      </div>
+    </div>
+  );
+};
+
+export default Layout;

src/frontend/src/components/common/Layout.module.css

@@ -0,0 +1,36 @@
+/* Layout Container */
+.layoutContainer {
+    height: 100vh;
+    display: flex;
+    flex-direction: column;
+    background-color: var(--color-base-200);
+}
+
+
+/* Sidebar */
+.sidebar {
+    width: 16rem; /* 64px = 4rem, donc 256px = 16rem */
+    background-color: var(--color-base-100);
+    box-shadow: 0 10px 15px -3px rgb(0 0 0 / 0.1), 0 4px 6px -4px rgb(0 0 0 / 0.1);
+    overflow-y: auto;
+}
+
+/* Main Content Area */
+.mainContent {
+    flex: 1;
+    display: flex;
+    flex-direction: column;
+    min-height: 0; /* Important for flex to work properly with scrolling */
+}
+
+/* Main Content Inner Container */
+.mainContentInner {
+    max-width: 80rem; /* container max-width */
+    margin-left: auto;
+    margin-right: auto;
+    padding: 0.5rem 1rem;
+    flex: 1;
+    display: flex;
+    flex-direction: column;
+    min-height: 0; /* Important for flex to work properly with scrolling */
+}

src/frontend/src/components/common/Menu.jsx

@@ -0,0 +1,18 @@
+import {FaBuffer, FaPlus} from "react-icons/fa6";
+import { Link } from "react-router-dom";
+
+const Menu = () => {
+  return (
+    <div className="p-4">
+      <ul className="menu">
+        <li className="menu-title">Exploration</li>
+        <li><Link to="/dashboard"><FaBuffer/>Dashboard</Link></li>
+        <li><Link to="/documents"><FaBuffer/>To Review</Link></li>
+        <li className="menu-title mt-4">Catégories</li>
+        <li><a><i className="fas fa-plus"></i>Item</a></li>
+      </ul>
+    </div>
+  )
+}
+
+export default Menu;

src/frontend/src/components/common/ProtectedRoute.jsx

@@ -0,0 +1,69 @@
+import React from 'react';
+import {Navigate, useLocation} from 'react-router-dom';
+import {useAuth} from '../../contexts/AuthContext';
+
+/**
+ * ProtectedRoute component to guard routes that require authentication
+ * Redirects to login if user is not authenticated, preserving intended destination
+ *
+ * @param {Object} props - Component props
+ * @param {React.ReactNode} props.children - Child components to render if authenticated
+ * @param {string[]} props.allowedRoles - Array of roles allowed to access this route (optional)
+ */
+function ProtectedRoute({children, allowedRoles = []}) {
+  const {isAuthenticated, loading, user} = useAuth();
+  const location = useLocation();
+
+  // Show loading spinner while checking authentication
+  if (loading) {
+    return (
+      <div className="min-h-screen flex items-center justify-center bg-base-200">
+        <div className="text-center">
+          <span className="loading loading-spinner loading-lg text-primary"></span>
+          <p className="text-base-content/70 mt-4">Checking authentication...</p>
+        </div>
+      </div>
+    );
+  }
+
+  // Redirect to login if not authenticated
+  if (!isAuthenticated) {
+    return (
+      <Navigate
+        to="/login"
+        state={{from: location}}
+        replace
+      />
+    );
+  }
+
+  // Check role-based access if allowedRoles is specified
+  if (allowedRoles.length > 0 && user && !allowedRoles.includes(user.role)) {
+    return (
+      <div className="min-h-screen flex items-center justify-center bg-base-200">
+        <div className="card w-full max-w-md shadow-xl bg-base-100">
+          <div className="card-body text-center">
+            <div className="text-6xl mb-4">🚫</div>
+            <h2 className="card-title justify-center text-error">Access Denied</h2>
+            <p className="text-base-content/70 mb-4">
+              You don't have permission to access this page.
+            </p>
+            <div className="card-actions justify-center">
+              <button
+                className="btn btn-primary"
+                onClick={() => window.history.back()}
+              >
+                Go Back
+              </button>
+            </div>
+          </div>
+        </div>
+      </div>
+    );
+  }
+
+  // User is authenticated and authorized, render children
+  return children;
+}
+
+export default ProtectedRoute;

src/frontend/src/components/common/ThemeSwither.jsx

@@ -0,0 +1,29 @@
+import {useEffect, useState} from "react";
+import {MoonIcon, SunIcon} from "../../assets/icons.jsx";
+
+function ThemeSwitcher() {
+  // State to store current theme
+  const [theme, setTheme] = useState("light");
+
+  // When theme changes, apply it to <html data-theme="">
+  useEffect(() => {
+    document.querySelector("html").setAttribute("data-theme", theme);
+  }, [theme]);
+
+  // Toggle between light and dark
+  const toggleTheme = () => {
+    setTheme(theme === "light" ? "dark" : "light");
+  };
+
+  return (
+    <button
+      onClick={toggleTheme}
+      className="btn btn-ghost btn-circle"
+    >
+      {theme === "light" ? MoonIcon : SunIcon}
+
+    </button>
+  );
+}
+
+export default ThemeSwitcher;

src/frontend/src/components/documents/DeleteConfirmModal.jsx

@@ -0,0 +1,68 @@
+/**
+ * DeleteConfirmModal Component
+ * Modal dialog to confirm document deletion
+ */
+
+import React from 'react';
+
+/**
+ * DeleteConfirmModal component
+ * @param {Object} props
+ * @param {boolean} props.isOpen - Whether the modal is open
+ * @param {Object|null} props.document - Document to delete
+ * @param {function(): void} props.onClose - Callback when modal is closed
+ * @param {function(): void} props.onConfirm - Callback when deletion is confirmed
+ * @param {boolean} props.isDeleting - Whether deletion is in progress
+ * @returns {JSX.Element}
+ */
+const DeleteConfirmModal = ({
+                              isOpen,
+                              document,
+                              onClose,
+                              onConfirm,
+                              isDeleting = false
+                            }) => {
+  if (!isOpen || !document) return null;
+
+  return (
+    <dialog className="modal modal-open">
+      <div className="modal-box">
+        <h3 className="font-bold text-lg">Confirm Deletion</h3>
+        <p className="py-4">
+          Are you sure you want to delete <span className="font-semibold">"{document.name}"</span>?
+        </p>
+        <p className="text-sm text-gray-500">
+          This action cannot be undone.
+        </p>
+        <div className="modal-action">
+          <button
+            className="btn btn-ghost"
+            onClick={onClose}
+            disabled={isDeleting}
+          >
+            Cancel
+          </button>
+          <button
+            className="btn btn-error"
+            onClick={onConfirm}
+            disabled={isDeleting}
+          >
+            {isDeleting ? (
+              <>
+                <span className="loading loading-spinner loading-sm"></span>
+                Deleting...
+              </>
+            ) : (
+              'Delete'
+            )}
+          </button>
+        </div>
+      </div>
+      <form method="dialog" className="modal-backdrop" onClick={onClose}>
+        <button disabled={isDeleting}>close</button>
+      </form>
+    </dialog>
+  );
+};
+
+export default DeleteConfirmModal;

src/frontend/src/components/documents/DocumentCard.jsx

@@ -0,0 +1,285 @@
+/**
+ * DocumentCard Component
+ * Displays a document as a DaisyUI card with thumbnail and metadata
+ * Supports different view modes: small, large, and detail
+ */
+
+import React, {memo, useState, useEffect} from 'react';
+import {API_BASE_URL} from "../../utils/api.js";
+
+/**
+ * Formats file size to human-readable format
+ * @param {number} bytes - File size in bytes
+ * @returns {string} Formatted file size
+ */
+const formatFileSize = (bytes) => {
+  if (bytes === 0) return '0 Bytes';
+  const k = 1024;
+  const sizes = ['Bytes', 'KB', 'MB', 'GB'];
+  const i = Math.floor(Math.log(bytes) / Math.log(k));
+  return Math.round((bytes / Math.pow(k, i)) * 100) / 100 + ' ' + sizes[i];
+};
+
+/**
+ * Formats date to localized string
+ * @param {string} dateString - ISO date string
+ * @returns {string} Formatted date
+ */
+const formatDate = (dateString) => {
+  return new Date(dateString).toLocaleDateString('en-US', {
+    year: 'numeric',
+    month: 'short',
+    day: 'numeric'
+  });
+};
+
+/**
+ * Builds full URL from relative path
+ * @param {string} relativePath - Relative API path
+ * @returns {string} Full URL
+ */
+const buildFullUrl = (relativePath) => {
+  if (!relativePath) return '';
+  const baseUrl = import.meta.env.VITE_API_BASE_URL || API_BASE_URL;
+  return `${baseUrl}${relativePath}`;
+};
+
+/**
+ * Hook to load protected images with bearer token
+ * @param {string} url - Image URL
+ * @returns {Object} { imageSrc, loading, error }
+ */
+const useProtectedImage = (url) => {
+  const [imageSrc, setImageSrc] = useState(null);
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState(false);
+
+  useEffect(() => {
+    if (!url) {
+      setLoading(false);
+      return;
+    }
+
+    let objectUrl;
+
+    const fetchImage = async () => {
+      try {
+        const token = localStorage.getItem('access_token');
+        const fullUrl = buildFullUrl(url);
+
+        const response = await fetch(fullUrl, {
+          headers: {
+            'Authorization': `Bearer ${token}`
+          }
+        });
+
+        if (!response.ok) {
+          throw new Error('Failed to load image');
+        }
+
+        const blob = await response.blob();
+        objectUrl = URL.createObjectURL(blob);
+        setImageSrc(objectUrl);
+        setLoading(false);
+      } catch (err) {
+        console.error('Error loading thumbnail:', err);
+        setError(true);
+        setLoading(false);
+      }
+    };
+
+    fetchImage();
+
+    // Cleanup: revoke object URL on unmount
+    return () => {
+      if (objectUrl) {
+        URL.revokeObjectURL(objectUrl);
+      }
+    };
+  }, [url]);
+
+  return { imageSrc, loading, error };
+};
+
+/**
+ * DocumentCard component
+ * @param {Object} props
+ * @param {Object} props.document - Document object
+ * @param {'small'|'large'|'detail'} props.viewMode - Current view mode
+ * @param {function(): void} props.onEdit - Callback when edit is clicked
+ * @param {function(): void} props.onDelete - Callback when delete is clicked
+ * @returns {JSX.Element}
+ */
+const DocumentCard = memo(({document, viewMode, onEdit, onDelete}) => {
+  const {name, originalFileType, thumbnailUrl, pageCount, fileSize, createdAt, tags, categories} = document;
+
+  // Load protected image
+  const { imageSrc, loading, error } = useProtectedImage(thumbnailUrl);
+
+  // Determine card classes based on view mode
+  const getCardClasses = () => {
+    const baseClasses = 'card bg-base-100 shadow-xl hover:shadow-2xl transition-shadow group relative';
+
+    switch (viewMode) {
+      case 'small':
+        return `${baseClasses} w-full`;
+      case 'large':
+        return `${baseClasses} w-full`;
+      case 'detail':
+        return `${baseClasses} w-full`;
+      default:
+        return baseClasses;
+    }
+  };
+
+  // Render thumbnail with hover actions
+  const renderThumbnail = () => {
+    const heightClass = viewMode === 'small' ? 'h-48' : viewMode === 'large' ? 'h-64' : 'h-64';
+
+    return (
+      <figure className="relative overflow-hidden">
+        {loading ? (
+          <div className={`w-[200px] ${heightClass} bg-gray-200 animate-pulse flex items-center justify-center`}>
+            <svg className="w-8 h-8 text-gray-400" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M4 16l4.586-4.586a2 2 0 012.828 0L16 16m-2-2l1.586-1.586a2 2 0 012.828 0L20 14m-6-6h.01M6 20h12a2 2 0 002-2V6a2 2 0 00-2-2H6a2 2 0 00-2 2v12a2 2 0 002 2z" />
+            </svg>
+          </div>
+        ) : error ? (
+          <div className={`w-[200px] ${heightClass} bg-gray-300 flex flex-col items-center justify-center`}>
+            <svg className="w-8 h-8 text-gray-500 mb-2" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 8v4m0 4h.01M21 12a9 9 0 11-18 0 9 9 0 0118 0z" />
+            </svg>
+            <span className="text-gray-500 text-xs">Failed to load</span>
+          </div>
+        ) : (
+          <img
+            src={imageSrc}
+            alt={`${name}`}
+            className={`object-cover ${heightClass}`}
+          />
+        )}
+
+        {/* Hover overlay with actions */}
+        <div className="absolute top-2 right-2 flex gap-2 opacity-0 group-hover:opacity-100 transition-opacity">
+          <button
+            className="btn btn-sm btn-circle btn-primary"
+            onClick={onEdit}
+            aria-label="Edit document"
+            title="Edit"
+          >
+            <svg xmlns="http://www.w3.org/2000/svg" className="h-4 w-4" fill="none" viewBox="0 0 24 24"
+                 stroke="currentColor">
+              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2}
+                    d="M11 5H6a2 2 0 00-2 2v11a2 2 0 002 2h11a2 2 0 002-2v-5m-1.414-9.414a2 2 0 112.828 2.828L11.828 15H9v-2.828l8.586-8.586z"/>
+            </svg>
+          </button>
+          <button
+            className="btn btn-sm btn-circle btn-error"
+            onClick={onDelete}
+            aria-label="Delete document"
+            title="Delete"
+          >
+            <svg xmlns="http://www.w3.org/2000/svg" className="h-4 w-4" fill="none" viewBox="0 0 24 24"
+                 stroke="currentColor">
+              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2}
+                    d="M19 7l-.867 12.142A2 2 0 0116.138 21H7.862a2 2 0 01-1.995-1.858L5 7m5 4v6m4-6v6m1-10V4a1 1 0 00-1-1h-4a1 1 0 00-1 1v3M4 7h16"/>
+            </svg>
+          </button>
+        </div>
+
+        {/* File type badge */}
+        <div className="absolute bottom-2 left-2">
+          <span className="badge badge-accent badge-sm">{originalFileType}</span>
+        </div>
+      </figure>
+    );
+  };
+
+  // Render card body based on view mode
+  const renderCardBody = () => {
+    if (viewMode === 'small') {
+      return (
+        <div className="card-body p-3">
+          <h3 className="card-title text-sm truncate" title={name}>{name}</h3>
+          <p className="text-xs text-gray-500">{pageCount} page{pageCount > 1 ? 's' : ''}</p>
+        </div>
+      );
+    }
+
+    if (viewMode === 'large') {
+      return (
+        <div className="card-body p-4">
+          <h3 className="card-title text-base truncate" title={name}>{name}</h3>
+          <div className="flex flex-wrap gap-1 mb-2">
+            {tags.slice(0, 3).map(tag => (
+              <span key={tag} className="badge badge-primary badge-xs">{tag}</span>
+            ))}
+            {tags.length > 3 && (
+              <span className="badge badge-ghost badge-xs">+{tags.length - 3}</span>
+            )}
+          </div>
+          <div className="text-sm space-y-1">
+            <p className="text-gray-500">{pageCount} page{pageCount > 1 ? 's' : ''}</p>
+            <p className="text-gray-500">{formatFileSize(fileSize)}</p>
+          </div>
+        </div>
+      );
+    }
+
+    // Detail mode
+    return (
+      <div className="card-body">
+        <h3 className="card-title text-lg" title={name}>{name}</h3>
+
+        {/* Tags */}
+        {tags.length > 0 && (
+          <div className="flex flex-wrap gap-1 mb-2">
+            {tags.map(tag => (
+              <span key={tag} className="badge badge-primary badge-sm">{tag}</span>
+            ))}
+          </div>
+        )}
+
+        {/* Categories */}
+        {categories.length > 0 && (
+          <div className="flex flex-wrap gap-1 mb-3">
+            {categories.map(category => (
+              <span key={category} className="badge badge-secondary badge-sm">{category}</span>
+            ))}
+          </div>
+        )}
+
+        {/* Metadata */}
+        <div className="grid grid-cols-2 gap-2 text-sm">
+          <div>
+            <span className="font-semibold">Pages:</span>
+            <span className="ml-2 text-gray-500">{pageCount}</span>
+          </div>
+          <div>
+            <span className="font-semibold">Size:</span>
+            <span className="ml-2 text-gray-500">{formatFileSize(fileSize)}</span>
+          </div>
+          <div>
+            <span className="font-semibold">Type:</span>
+            <span className="ml-2 text-gray-500">{originalFileType}</span>
+          </div>
+          <div>
+            <span className="font-semibold">Date:</span>
+            <span className="ml-2 text-gray-500">{formatDate(createdAt)}</span>
+          </div>
+        </div>
+      </div>
+    );
+  };
+
+  return (
+    <div className={getCardClasses()}>
+      {renderThumbnail()}
+      {renderCardBody()}
+    </div>
+  );
+});
+
+DocumentCard.displayName = 'DocumentCard';
+
+export default DocumentCard;

src/frontend/src/components/documents/DocumentDetailView.jsx

@@ -0,0 +1,164 @@
+/**
+ * DocumentDetailView Component
+ * Displays a document in detail mode with all pages visible
+ * This is a placeholder that shows multiple page thumbnails
+ * When real PDF backend is ready, this can be replaced with actual PDF rendering
+ */
+
+import React from 'react';
+
+/**
+ * Formats file size to human-readable format
+ * @param {number} bytes - File size in bytes
+ * @returns {string} Formatted file size
+ */
+const formatFileSize = (bytes) => {
+  if (bytes === 0) return '0 Bytes';
+  const k = 1024;
+  const sizes = ['Bytes', 'KB', 'MB', 'GB'];
+  const i = Math.floor(Math.log(bytes) / Math.log(k));
+  return Math.round((bytes / Math.pow(k, i)) * 100) / 100 + ' ' + sizes[i];
+};
+
+/**
+ * Formats date to localized string
+ * @param {string} dateString - ISO date string
+ * @returns {string} Formatted date
+ */
+const formatDate = (dateString) => {
+  return new Date(dateString).toLocaleDateString('en-US', {
+    year: 'numeric',
+    month: 'long',
+    day: 'numeric',
+    hour: '2-digit',
+    minute: '2-digit'
+  });
+};
+
+/**
+ * DocumentDetailView component
+ * @param {Object} props
+ * @param {Object} props.document - Document object
+ * @param {function(): void} props.onEdit - Callback when edit is clicked
+ * @param {function(): void} props.onDelete - Callback when delete is clicked
+ * @returns {JSX.Element}
+ */
+const DocumentDetailView = ({ document, onEdit, onDelete }) => {
+  const {
+    name,
+    originalFileType,
+    thumbnailUrl,
+    pageCount,
+    fileSize,
+    createdAt,
+    tags,
+    categories
+  } = document;
+
+  // Generate placeholder pages (in real implementation, these would be actual PDF pages)
+  const pages = Array.from({ length: pageCount }, (_, i) => ({
+    pageNumber: i + 1,
+    thumbnailUrl: thumbnailUrl.replace('Page+1', `Page+${i + 1}`)
+  }));
+
+  return (
+    <div className="card bg-base-100 shadow-xl">
+      {/* Header with actions */}
+      <div className="card-body">
+        <div className="flex justify-between items-start mb-4">
+          <div className="flex-1">
+            <h2 className="card-title text-2xl mb-2">{name}</h2>
+
+            {/* Tags */}
+            {tags.length > 0 && (
+              <div className="flex flex-wrap gap-2 mb-2">
+                <span className="text-sm font-semibold text-gray-600">Tags:</span>
+                {tags.map(tag => (
+                  <span key={tag} className="badge badge-primary">{tag}</span>
+                ))}
+              </div>
+            )}
+
+            {/* Categories */}
+            {categories.length > 0 && (
+              <div className="flex flex-wrap gap-2 mb-3">
+                <span className="text-sm font-semibold text-gray-600">Categories:</span>
+                {categories.map(category => (
+                  <span key={category} className="badge badge-secondary">{category}</span>
+                ))}
+              </div>
+            )}
+          </div>
+
+          {/* Action buttons */}
+          <div className="flex gap-2">
+            <button
+              className="btn btn-primary btn-sm"
+              onClick={onEdit}
+              aria-label="Edit document"
+            >
+              <svg xmlns="http://www.w3.org/2000/svg" className="h-4 w-4" fill="none" viewBox="0 0 24 24" stroke="currentColor">
+                <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M11 5H6a2 2 0 00-2 2v11a2 2 0 002 2h11a2 2 0 002-2v-5m-1.414-9.414a2 2 0 112.828 2.828L11.828 15H9v-2.828l8.586-8.586z" />
+              </svg>
+              Edit
+            </button>
+            <button
+              className="btn btn-error btn-sm"
+              onClick={onDelete}
+              aria-label="Delete document"
+            >
+              <svg xmlns="http://www.w3.org/2000/svg" className="h-4 w-4" fill="none" viewBox="0 0 24 24" stroke="currentColor">
+                <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M19 7l-.867 12.142A2 2 0 0116.138 21H7.862a2 2 0 01-1.995-1.858L5 7m5 4v6m4-6v6m1-10V4a1 1 0 00-1-1h-4a1 1 0 00-1 1v3M4 7h16" />
+              </svg>
+              Delete
+            </button>
+          </div>
+        </div>
+
+        {/* Metadata grid */}
+        <div className="grid grid-cols-2 md:grid-cols-4 gap-4 mb-6 p-4 bg-base-200 rounded-lg">
+          <div>
+            <span className="text-sm font-semibold text-gray-600">Original Type</span>
+            <p className="text-lg">{originalFileType}</p>
+          </div>
+          <div>
+            <span className="text-sm font-semibold text-gray-600">Pages</span>
+            <p className="text-lg">{pageCount}</p>
+          </div>
+          <div>
+            <span className="text-sm font-semibold text-gray-600">File Size</span>
+            <p className="text-lg">{formatFileSize(fileSize)}</p>
+          </div>
+          <div>
+            <span className="text-sm font-semibold text-gray-600">Created</span>
+            <p className="text-lg">{formatDate(createdAt)}</p>
+          </div>
+        </div>
+
+        {/* Pages preview */}
+        <div>
+          <h3 className="text-lg font-semibold mb-4">Document Pages ({pageCount})</h3>
+          <div className="grid grid-cols-2 md:grid-cols-3 lg:grid-cols-4 gap-4">
+            {pages.map((page) => (
+              <div key={page.pageNumber} className="relative group">
+                <div className="aspect-[3/4] bg-base-200 rounded-lg overflow-hidden shadow-md hover:shadow-xl transition-shadow">
+                  <img
+                    src={page.thumbnailUrl}
+                    alt={`Page ${page.pageNumber}`}
+                    className="w-full h-full object-cover"
+                    loading="lazy"
+                  />
+                </div>
+                <div className="text-center mt-2">
+                  <span className="text-sm text-gray-600">Page {page.pageNumber}</span>
+                </div>
+              </div>
+            ))}
+          </div>
+        </div>
+      </div>
+    </div>
+  );
+};
+
+export default DocumentDetailView;

src/frontend/src/components/documents/DocumentGallery.jsx

@@ -0,0 +1,181 @@
+/**
+ * DocumentGallery Component
+ * Main container for displaying documents in different view modes
+ */
+
+import React, { useState } from 'react';
+import DocumentCard from './DocumentCard';
+import DocumentDetailView from './DocumentDetailView';
+import ViewModeSwitcher from './ViewModeSwitcher';
+import EditDocumentModal from './EditDocumentModal';
+import DeleteConfirmModal from './DeleteConfirmModal';
+import { useDocuments } from '../../hooks/useDocuments';
+
+/**
+ * DocumentGallery component
+ * @returns {JSX.Element}
+ */
+const DocumentGallery = () => {
+  const { documents, loading, error, updateDocument, deleteDocument } = useDocuments();
+  const [viewMode, setViewMode] = useState('large');
+  const [editingDocument, setEditingDocument] = useState(null);
+  const [deletingDocument, setDeletingDocument] = useState(null);
+  const [isSaving, setIsSaving] = useState(false);
+  const [isDeleting, setIsDeleting] = useState(false);
+
+  /**
+   * Handles opening the edit modal
+   * @param {Object} document - Document to edit
+   */
+  const handleEditClick = (document) => {
+    setEditingDocument(document);
+  };
+
+  /**
+   * Handles opening the delete confirmation modal
+   * @param {Object} document - Document to delete
+   */
+  const handleDeleteClick = (document) => {
+    setDeletingDocument(document);
+  };
+
+  /**
+   * Handles saving document changes
+   * @param {Object} updates - Updates object with tags and categories
+   */
+  const handleSaveEdit = async (updates) => {
+    if (!editingDocument) return;
+
+    setIsSaving(true);
+    const success = await updateDocument(editingDocument.id, updates);
+    setIsSaving(false);
+
+    if (success) {
+      setEditingDocument(null);
+    }
+  };
+
+  /**
+   * Handles confirming document deletion
+   */
+  const handleConfirmDelete = async () => {
+    if (!deletingDocument) return;
+
+    setIsDeleting(true);
+    const success = await deleteDocument(deletingDocument.id);
+    setIsDeleting(false);
+
+    if (success) {
+      setDeletingDocument(null);
+    }
+  };
+
+  /**
+   * Gets grid classes based on view mode
+   * @returns {string} Tailwind CSS classes
+   */
+  const getGridClasses = () => {
+    switch (viewMode) {
+      case 'small':
+        return 'grid grid-cols-2 sm:grid-cols-3 md:grid-cols-4 lg:grid-cols-5 xl:grid-cols-6 gap-4';
+      case 'large':
+        return 'grid grid-cols-1 sm:grid-cols-2 lg:grid-cols-3 gap-6';
+      case 'detail':
+        return 'flex flex-col gap-6';
+      default:
+        return 'grid grid-cols-1 gap-4';
+    }
+  };
+
+  // Loading state
+  if (loading) {
+    return (
+      <div className="flex justify-center items-center min-h-[400px] ">
+        <span className="loading loading-spinner loading-lg"></span>
+      </div>
+    );
+  }
+
+  // Error state
+  if (error) {
+    return (
+      <div className="alert alert-error">
+        <svg xmlns="http://www.w3.org/2000/svg" className="stroke-current shrink-0 h-6 w-6" fill="none" viewBox="0 0 24 24">
+          <path strokeLinecap="round" strokeLinejoin="round" strokeWidth="2" d="M10 14l2-2m0 0l2-2m-2 2l-2-2m2 2l2 2m7-2a9 9 0 11-18 0 9 9 0 0118 0z" />
+        </svg>
+        <span>Error loading documents: {error}</span>
+      </div>
+    );
+  }
+
+  // Empty state
+  if (documents.length === 0) {
+    return (
+      <div className="flex flex-col items-center justify-center min-h-[400px] text-center">
+        <svg xmlns="http://www.w3.org/2000/svg" className="h-24 w-24 text-gray-300 mb-4" fill="none" viewBox="0 0 24 24" stroke="currentColor">
+          <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={1.5} d="M9 12h6m-6 4h6m2 5H7a2 2 0 01-2-2V5a2 2 0 012-2h5.586a1 1 0 01.707.293l5.414 5.414a1 1 0 01.293.707V19a2 2 0 01-2 2z" />
+        </svg>
+        <h3 className="text-xl font-semibold mb-2">No documents yet</h3>
+        <p className="text-gray-500">Upload your first document to get started</p>
+      </div>
+    );
+  }
+
+  return (
+    <div className="h-full flex flex-col">
+      {/* Header with view mode switcher - Always visible */}
+      <div className="flex justify-between items-center mb-6 flex-shrink-0">
+        <div>
+          <p className="text-gray-500">{documents.length} document{documents.length !== 1 ? 's' : ''}</p>
+        </div>
+        <ViewModeSwitcher
+          currentMode={viewMode}
+          onModeChange={setViewMode}
+        />
+      </div>
+
+      {/* Document grid/list - Scrollable */}
+      <div className="flex-1 overflow-y-auto">
+        <div className={getGridClasses()}>
+          {documents.map(document => (
+            viewMode === 'detail' ? (
+              <DocumentDetailView
+                key={document.id}
+                document={document}
+                onEdit={() => handleEditClick(document)}
+                onDelete={() => handleDeleteClick(document)}
+              />
+            ) : (
+              <DocumentCard
+                key={document.id}
+                document={document}
+                viewMode={viewMode}
+                onEdit={() => handleEditClick(document)}
+                onDelete={() => handleDeleteClick(document)}
+              />
+            )
+          ))}
+        </div>
+      </div>
+
+      {/* Modals */}
+      <EditDocumentModal
+        isOpen={!!editingDocument}
+        document={editingDocument}
+        onClose={() => setEditingDocument(null)}
+        onSave={handleSaveEdit}
+        isSaving={isSaving}
+      />
+
+      <DeleteConfirmModal
+        isOpen={!!deletingDocument}
+        document={deletingDocument}
+        onClose={() => setDeletingDocument(null)}
+        onConfirm={handleConfirmDelete}
+        isDeleting={isDeleting}
+      />
+    </div>
+  );
+};
+
+export default DocumentGallery;

src/frontend/src/components/documents/EditDocumentModal.jsx

@@ -0,0 +1,225 @@
+/**
+ * EditDocumentModal Component
+ * Modal dialog for editing document tags and categories
+ */
+
+import React, { useState, useEffect } from 'react';
+import { getAvailableTags, getAvailableCategories } from '../../services/documentService';
+
+/**
+ * EditDocumentModal component
+ * @param {Object} props
+ * @param {boolean} props.isOpen - Whether the modal is open
+ * @param {Object|null} props.document - Document to edit
+ * @param {function(): void} props.onClose - Callback when modal is closed
+ * @param {function(Object): void} props.onSave - Callback when changes are saved
+ * @param {boolean} props.isSaving - Whether save is in progress
+ * @returns {JSX.Element}
+ */
+const EditDocumentModal = ({
+  isOpen,
+  document,
+  onClose,
+  onSave,
+  isSaving = false
+}) => {
+  const [selectedTags, setSelectedTags] = useState([]);
+  const [selectedCategories, setSelectedCategories] = useState([]);
+  const [availableTags, setAvailableTags] = useState([]);
+  const [availableCategories, setAvailableCategories] = useState([]);
+  const [newTag, setNewTag] = useState('');
+  const [newCategory, setNewCategory] = useState('');
+
+  // Load available tags and categories
+  useEffect(() => {
+    const loadOptions = async () => {
+      const [tags, categories] = await Promise.all([
+        getAvailableTags(),
+        getAvailableCategories()
+      ]);
+      setAvailableTags(tags);
+      setAvailableCategories(categories);
+    };
+    loadOptions();
+  }, []);
+
+  // Initialize selected values when document changes
+  useEffect(() => {
+    if (document) {
+      setSelectedTags(document.tags || []);
+      setSelectedCategories(document.categories || []);
+    }
+  }, [document]);
+
+  const handleAddTag = (tag) => {
+    if (tag && !selectedTags.includes(tag)) {
+      setSelectedTags([...selectedTags, tag]);
+    }
+    setNewTag('');
+  };
+
+  const handleRemoveTag = (tag) => {
+    setSelectedTags(selectedTags.filter(t => t !== tag));
+  };
+
+  const handleAddCategory = (category) => {
+    if (category && !selectedCategories.includes(category)) {
+      setSelectedCategories([...selectedCategories, category]);
+    }
+    setNewCategory('');
+  };
+
+  const handleRemoveCategory = (category) => {
+    setSelectedCategories(selectedCategories.filter(c => c !== category));
+  };
+
+  const handleSave = () => {
+    onSave({
+      tags: selectedTags,
+      categories: selectedCategories
+    });
+  };
+
+  if (!isOpen || !document) return null;
+
+  return (
+    <dialog className="modal modal-open">
+      <div className="modal-box max-w-2xl">
+        <h3 className="font-bold text-lg mb-4">Edit Document</h3>
+
+        <div className="mb-4">
+          <p className="text-sm text-gray-500">
+            Document: <span className="font-semibold">{document.name}</span>
+          </p>
+        </div>
+
+        {/* Tags Section */}
+        <div className="mb-6">
+          <label className="label">
+            <span className="label-text font-semibold">Tags</span>
+          </label>
+
+          {/* Selected Tags */}
+          <div className="flex flex-wrap gap-2 mb-3">
+            {selectedTags.map(tag => (
+              <div key={tag} className="badge badge-primary gap-2">
+                {tag}
+                <button
+                  type="button"
+                  className="btn btn-ghost btn-xs"
+                  onClick={() => handleRemoveTag(tag)}
+                  disabled={isSaving}
+                >
+                  ✕
+                </button>
+              </div>
+            ))}
+          </div>
+
+          {/* Add Tag */}
+          <div className="flex gap-2">
+            <select
+              className="select select-bordered flex-1"
+              value={newTag}
+              onChange={(e) => setNewTag(e.target.value)}
+              disabled={isSaving}
+            >
+              <option value="">Select a tag...</option>
+              {availableTags
+                .filter(tag => !selectedTags.includes(tag))
+                .map(tag => (
+                  <option key={tag} value={tag}>{tag}</option>
+                ))
+              }
+            </select>
+            <button
+              className="btn btn-primary"
+              onClick={() => handleAddTag(newTag)}
+              disabled={!newTag || isSaving}
+            >
+              Add
+            </button>
+          </div>
+        </div>
+
+        {/* Categories Section */}
+        <div className="mb-6">
+          <label className="label">
+            <span className="label-text font-semibold">Categories</span>
+          </label>
+
+          {/* Selected Categories */}
+          <div className="flex flex-wrap gap-2 mb-3">
+            {selectedCategories.map(category => (
+              <div key={category} className="badge badge-secondary gap-2">
+                {category}
+                <button
+                  type="button"
+                  className="btn btn-ghost btn-xs"
+                  onClick={() => handleRemoveCategory(category)}
+                  disabled={isSaving}
+                >
+                  ✕
+                </button>
+              </div>
+            ))}
+          </div>
+
+          {/* Add Category */}
+          <div className="flex gap-2">
+            <select
+              className="select select-bordered flex-1"
+              value={newCategory}
+              onChange={(e) => setNewCategory(e.target.value)}
+              disabled={isSaving}
+            >
+              <option value="">Select a category...</option>
+              {availableCategories
+                .filter(cat => !selectedCategories.includes(cat))
+                .map(cat => (
+                  <option key={cat} value={cat}>{cat}</option>
+                ))
+              }
+            </select>
+            <button
+              className="btn btn-secondary"
+              onClick={() => handleAddCategory(newCategory)}
+              disabled={!newCategory || isSaving}
+            >
+              Add
+            </button>
+          </div>
+        </div>
+
+        <div className="modal-action">
+          <button
+            className="btn btn-ghost"
+            onClick={onClose}
+            disabled={isSaving}
+          >
+            Cancel
+          </button>
+          <button
+            className="btn btn-primary"
+            onClick={handleSave}
+            disabled={isSaving}
+          >
+            {isSaving ? (
+              <>
+                <span className="loading loading-spinner loading-sm"></span>
+                Saving...
+              </>
+            ) : (
+              'Save Changes'
+            )}
+          </button>
+        </div>
+      </div>
+      <form method="dialog" className="modal-backdrop" onClick={onClose}>
+        <button disabled={isSaving}>close</button>
+      </form>
+    </dialog>
+  );
+};
+
+export default EditDocumentModal;

src/frontend/src/components/documents/ViewModeSwitcher.jsx

@@ -0,0 +1,51 @@
+/**
+ * ViewModeSwitcher Component
+ * Allows users to switch between different view modes (small, large, detail)
+ */
+
+import React from 'react';
+import {FaList} from "react-icons/fa6";
+import {FaTh, FaThLarge} from "react-icons/fa";
+
+/**
+ * @typedef {'small' | 'large' | 'detail'} ViewMode
+ */
+
+/**
+ * ViewModeSwitcher component
+ * @param {Object} props
+ * @param {ViewMode} props.currentMode - Current active view mode
+ * @param {function(ViewMode): void} props.onModeChange - Callback when mode changes
+ * @returns {JSX.Element}
+ */
+const ViewModeSwitcher = ({ currentMode, onModeChange }) => {
+  const modes = [
+    { id: 'small', label: 'Small', icon: FaTh },
+    { id: 'large', label: 'Large', icon: FaThLarge },
+    { id: 'detail', label: 'Detail', icon: FaList }
+  ];
+
+  return (
+    <div className="flex gap-2">
+      {modes.map(mode => {
+        const IconComponent = mode.icon;
+        return (
+          <button
+            key={mode.id}
+            onClick={() => onModeChange(mode.id)}
+            className={`btn btn-sm ${
+              currentMode === mode.id ? 'btn-primary' : 'btn-ghost'
+            }`}
+            aria-label={`Switch to ${mode.label} view`}
+            title={`${mode.label} view`}
+          >
+            <IconComponent />
+            <span className="hidden sm:inline ml-1">{mode.label}</span>
+          </button>
+        );
+      })}
+    </div>
+  );
+};
+
+export default ViewModeSwitcher;

src/frontend/src/contexts/AuthContext.jsx

@@ -0,0 +1,205 @@
+import React, {createContext, useContext, useEffect, useReducer} from 'react';
+import authService from '../services/authService';
+
+// Auth state actions
+const AUTH_ACTIONS = {
+  LOGIN_START: 'LOGIN_START',
+  LOGIN_SUCCESS: 'LOGIN_SUCCESS',
+  LOGIN_FAILURE: 'LOGIN_FAILURE',
+  LOGOUT: 'LOGOUT',
+  LOAD_USER: 'LOAD_USER',
+  CLEAR_ERROR: 'CLEAR_ERROR',
+};
+
+// Initial state
+const initialState = {
+  user: null,
+  token: null,
+  isAuthenticated: false,
+  loading: true, // Loading true initially to check stored auth
+  error: null,
+};
+
+// Auth reducer to manage state transitions
+function authReducer(state, action) {
+  switch (action.type) {
+    case AUTH_ACTIONS.LOGIN_START:
+      return {
+        ...state,
+        loading: true,
+        error: null,
+      };
+
+    case AUTH_ACTIONS.LOGIN_SUCCESS:
+      return {
+        ...state,
+        user: action.payload.user,
+        token: action.payload.token,
+        isAuthenticated: true,
+        loading: false,
+        error: null,
+      };
+
+    case AUTH_ACTIONS.LOGIN_FAILURE:
+      return {
+        ...state,
+        user: null,
+        token: null,
+        isAuthenticated: false,
+        loading: false,
+        error: action.payload.error,
+      };
+
+    case AUTH_ACTIONS.LOGOUT:
+      return {
+        ...state,
+        user: null,
+        token: null,
+        isAuthenticated: false,
+        loading: false,
+        error: null,
+      };
+
+    case AUTH_ACTIONS.LOAD_USER:
+      return {
+        ...state,
+        user: action.payload.user,
+        token: action.payload.token,
+        isAuthenticated: !!action.payload.token,
+        loading: false,
+        error: null,
+      };
+
+    case AUTH_ACTIONS.CLEAR_ERROR:
+      return {
+        ...state,
+        error: null,
+      };
+
+    default:
+      return state;
+  }
+}
+
+// Create context
+const AuthContext = createContext(null);
+
+/**
+ * AuthProvider component to wrap the app and provide authentication state
+ * @param {Object} props - Component props
+ * @param {React.ReactNode} props.children - Child components
+ */
+export function AuthProvider({children}) {
+  const [state, dispatch] = useReducer(authReducer, initialState);
+
+  // Load stored authentication data on app startup
+  useEffect(() => {
+    const loadStoredAuth = () => {
+      const token = authService.getStoredToken();
+      const user = authService.getStoredUser();
+
+      dispatch({
+        type: AUTH_ACTIONS.LOAD_USER,
+        payload: {user, token},
+      });
+    };
+
+    loadStoredAuth();
+  }, []);
+
+  /**
+   * Login function to authenticate user
+   * @param {string} username - User's username
+   * @param {string} password - User's password
+   * @returns {Promise<boolean>} True if login successful
+   */
+  const login = async (username, password) => {
+    try {
+      dispatch({type: AUTH_ACTIONS.LOGIN_START});
+
+      const {access_token, user} = await authService.login(username, password);
+
+      dispatch({
+        type: AUTH_ACTIONS.LOGIN_SUCCESS,
+        payload: {user, token: access_token},
+      });
+
+      return true;
+    } catch (error) {
+      dispatch({
+        type: AUTH_ACTIONS.LOGIN_FAILURE,
+        payload: {error: error.message},
+      });
+      return false;
+    }
+  };
+
+  /**
+   * Logout function to clear authentication state
+   */
+  const logout = () => {
+    authService.logout();
+    dispatch({type: AUTH_ACTIONS.LOGOUT});
+  };
+
+  /**
+   * Clear error message from state
+   */
+  const clearError = () => {
+    dispatch({type: AUTH_ACTIONS.CLEAR_ERROR});
+  };
+
+  /**
+   * Refresh user data from API
+   */
+  const refreshUser = async () => {
+    try {
+      const user = await authService.getCurrentUser();
+      dispatch({
+        type: AUTH_ACTIONS.LOGIN_SUCCESS,
+        payload: {user, token: state.token},
+      });
+    } catch (error) {
+      console.error('Failed to refresh user data:', error);
+      // Don't logout on refresh failure, just log error
+    }
+  };
+
+  // Context value object
+  const value = {
+    // State
+    user: state.user,
+    token: state.token,
+    isAuthenticated: state.isAuthenticated,
+    loading: state.loading,
+    error: state.error,
+
+    // Actions
+    login,
+    logout,
+    clearError,
+    refreshUser,
+  };
+
+  return (
+    <AuthContext.Provider value={value}>
+      {children}
+    </AuthContext.Provider>
+  );
+}
+
+/**
+ * Custom hook to use authentication context
+ * @returns {Object} Auth context value
+ * @throws {Error} If used outside AuthProvider
+ */
+export function useAuth() {
+  const context = useContext(AuthContext);
+
+  if (!context) {
+    throw new Error('useAuth must be used within an AuthProvider');
+  }
+
+  return context;
+}
+export { AuthContext };

src/frontend/src/hooks/useAuth.js

@@ -0,0 +1,12 @@
+import {useContext} from 'react';
+import {AuthContext} from '../contexts/AuthContext';
+
+export const useAuth = () => {
+  const context = useContext(AuthContext);
+
+  if (!context) {
+    throw new Error('useAuth must be used within an AuthProvider');
+  }
+
+  return context;
+};

src/frontend/src/hooks/useDocuments.js

@@ -0,0 +1,85 @@
+/**
+ * Custom hook for managing documents
+ * Handles fetching, updating, and deleting documents
+ */
+
+import { useState, useEffect, useCallback } from 'react';
+import * as documentService from '../services/documentService';
+
+/**
+ * Hook for managing documents state and operations
+ * @returns {Object} Documents state and operations
+ */
+export const useDocuments = () => {
+  const [documents, setDocuments] = useState([]);
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState(null);
+
+  /**
+   * Fetches all documents from the service
+   */
+  const fetchDocuments = useCallback(async () => {
+    try {
+      setLoading(true);
+      setError(null);
+      const data = await documentService.getAllDocuments();
+      setDocuments(data);
+    } catch (err) {
+      setError(err.message);
+      console.error('Error fetching documents:', err);
+    } finally {
+      setLoading(false);
+    }
+  }, []);
+
+  /**
+   * Updates a document's tags and categories
+   * @param {string} id - Document ID
+   * @param {Object} updates - Updates object
+   * @returns {Promise<boolean>} Success status
+   */
+  const updateDocument = useCallback(async (id, updates) => {
+    try {
+      const updatedDoc = await documentService.updateDocument(id, updates);
+      setDocuments(prevDocs =>
+        prevDocs.map(doc => (doc.id === id ? updatedDoc : doc))
+      );
+      return true;
+    } catch (err) {
+      setError(err.message);
+      console.error('Error updating document:', err);
+      return false;
+    }
+  }, []);
+
+  /**
+   * Deletes a document
+   * @param {string} id - Document ID
+   * @returns {Promise<boolean>} Success status
+   */
+  const deleteDocument = useCallback(async (id) => {
+    try {
+      await documentService.deleteDocument(id);
+      setDocuments(prevDocs => prevDocs.filter(doc => doc.id !== id));
+      return true;
+    } catch (err) {
+      setError(err.message);
+      console.error('Error deleting document:', err);
+      return false;
+    }
+  }, []);
+
+  // Fetch documents on mount
+  useEffect(() => {
+    fetchDocuments();
+  }, [fetchDocuments]);
+
+  return {
+    documents,
+    loading,
+    error,
+    fetchDocuments,
+    updateDocument,
+    deleteDocument
+  };
+};

src/frontend/src/index.css

@@ -1,68 +1,11 @@
-:root {
+@tailwind base;
-  font-family: system-ui, Avenir, Helvetica, Arial, sans-serif;
+@tailwind components;
-  line-height: 1.5;
+@tailwind utilities;
-  font-weight: 400;
+@plugin "daisyui";
-
-  color-scheme: light dark;
-  color: rgba(255, 255, 255, 0.87);
-  background-color: #242424;
-
-  font-synthesis: none;
-  text-rendering: optimizeLegibility;
-  -webkit-font-smoothing: antialiased;
-  -moz-osx-font-smoothing: grayscale;
-}
-
-a {
-  font-weight: 500;
-  color: #646cff;
-  text-decoration: inherit;
-}
-a:hover {
-  color: #535bf2;
-}
 
+/* Custom styles for the application */
 body {
+    font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, sans-serif;
     margin: 0;
-  display: flex;
-  place-items: center;
-  min-width: 320px;
-  min-height: 100vh;
 }
 
-h1 {
-  font-size: 3.2em;
-  line-height: 1.1;
-}
-
-button {
-  border-radius: 8px;
-  border: 1px solid transparent;
-  padding: 0.6em 1.2em;
-  font-size: 1em;
-  font-weight: 500;
-  font-family: inherit;
-  background-color: #1a1a1a;
-  cursor: pointer;
-  transition: border-color 0.25s;
-}
-button:hover {
-  border-color: #646cff;
-}
-button:focus,
-button:focus-visible {
-  outline: 4px auto -webkit-focus-ring-color;
-}
-
-@media (prefers-color-scheme: light) {
-  :root {
-    color: #213547;
-    background-color: #ffffff;
-  }
-  a:hover {
-    color: #747bff;
-  }
-  button {
-    background-color: #f9f9f9;
-  }
-}

src/frontend/src/main.jsx

@@ -1,6 +1,7 @@
 import { StrictMode } from 'react'
 import { createRoot } from 'react-dom/client'
 import './index.css'
+import './App.css'
 import App from './App.jsx'
 
 createRoot(document.getElementById('root')).render(

src/frontend/src/pages/DashboardPage.jsx

@@ -0,0 +1,239 @@
+import {useEffect, useState} from 'react';
+import {useAuth} from '../hooks/useAuth';
+
+const DashboardPage = () => {
+  const {user} = useAuth();
+  const [stats, setStats] = useState({
+    totalDocuments: 0,
+    processingJobs: 0,
+    completedJobs: 0,
+    failedJobs: 0
+  });
+
+  const [recentFiles, setRecentFiles] = useState([]);
+  const [loading, setLoading] = useState(true);
+
+  useEffect(() => {
+    // Simulate API calls for dashboard data
+    const fetchDashboardData = async () => {
+      try {
+        // TODO: Replace with actual API calls
+        setTimeout(() => {
+          setStats({
+            totalDocuments: 42,
+            processingJobs: 3,
+            completedJobs: 38,
+            failedJobs: 1
+          });
+
+          setRecentFiles([
+            {
+              id: 1,
+              filename: 'invoice_2024.pdf',
+              status: 'completed',
+              processedAt: '2024-01-15 14:30:00',
+              fileType: 'pdf'
+            },
+            {
+              id: 2,
+              filename: 'contract_draft.docx',
+              status: 'processing',
+              processedAt: '2024-01-15 14:25:00',
+              fileType: 'docx'
+            },
+            {
+              id: 3,
+              filename: 'receipt_scan.jpg',
+              status: 'completed',
+              processedAt: '2024-01-15 14:20:00',
+              fileType: 'image'
+            }
+          ]);
+
+          setLoading(false);
+        }, 1000);
+      } catch (error) {
+        console.error('Error fetching dashboard data:', error);
+        setLoading(false);
+      }
+    };
+
+    fetchDashboardData();
+  }, []);
+
+  const getStatusBadge = (status) => {
+    const statusColors = {
+      completed: 'badge-success',
+      processing: 'badge-warning',
+      failed: 'badge-error',
+      pending: 'badge-info'
+    };
+
+    return `badge ${statusColors[status] || 'badge-neutral'}`;
+  };
+
+  const getFileTypeIcon = (fileType) => {
+    const icons = {
+      pdf: '📄',
+      docx: '📝',
+      image: '🖼️',
+      txt: '📄'
+    };
+
+    return icons[fileType] || '📄';
+  };
+
+  if (loading) {
+    return (
+      <div className="flex justify-center items-center h-64">
+        <span className="loading loading-spinner loading-lg"></span>
+      </div>
+    );
+  }
+
+  return (
+    <div className="space-y-6">
+      {/* Welcome Header */}
+      <div className="bg-base-100 rounded-lg shadow p-6">
+        <h1 className="text-3xl font-bold text-base-content">
+          Welcome back, {user?.username}!
+        </h1>
+        <p className="text-base-content/60 mt-2">
+          Here's your document processing overview
+        </p>
+      </div>
+
+      {/* Stats Cards */}
+      <div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-4 gap-4">
+        <div className="stat bg-base-100 rounded-lg shadow">
+          <div className="stat-figure text-primary">
+            <svg className="w-8 h-8" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth="2"
+                    d="M9 12h6m-6 4h6m2 5H7a2 2 0 01-2-2V5a2 2 0 012-2h5.586a1 1 0 01.707.293l5.414 5.414a1 1 0 01.293.707V19a2 2 0 01-2 2z"/>
+            </svg>
+          </div>
+          <div className="stat-title">Total Documents</div>
+          <div className="stat-value text-primary">{stats.totalDocuments}</div>
+        </div>
+
+        <div className="stat bg-base-100 rounded-lg shadow">
+          <div className="stat-figure text-warning">
+            <svg className="w-8 h-8" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth="2"
+                    d="M12 8v4l3 3m6-3a9 9 0 11-18 0 9 9 0 0118 0z"/>
+            </svg>
+          </div>
+          <div className="stat-title">Processing</div>
+          <div className="stat-value text-warning">{stats.processingJobs}</div>
+        </div>
+
+        <div className="stat bg-base-100 rounded-lg shadow">
+          <div className="stat-figure text-success">
+            <svg className="w-8 h-8" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth="2"
+                    d="M9 12l2 2 4-4m6 2a9 9 0 11-18 0 9 9 0 0118 0z"/>
+            </svg>
+          </div>
+          <div className="stat-title">Completed</div>
+          <div className="stat-value text-success">{stats.completedJobs}</div>
+        </div>
+
+        <div className="stat bg-base-100 rounded-lg shadow">
+          <div className="stat-figure text-error">
+            <svg className="w-8 h-8" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth="2"
+                    d="M12 8v4m0 4h.01M21 12a9 9 0 11-18 0 9 9 0 0118 0z"/>
+            </svg>
+          </div>
+          <div className="stat-title">Failed</div>
+          <div className="stat-value text-error">{stats.failedJobs}</div>
+        </div>
+      </div>
+
+      {/* Recent Files */}
+      <div className="bg-base-100 rounded-lg shadow">
+        <div className="p-6 border-b border-base-300">
+          <h2 className="text-xl font-semibold">Recent Files</h2>
+        </div>
+        <div className="overflow-x-auto">
+          <table className="table table-zebra">
+            <thead>
+            <tr>
+              <th>File</th>
+              <th>Type</th>
+              <th>Status</th>
+              <th>Processed At</th>
+              <th>Actions</th>
+            </tr>
+            </thead>
+            <tbody>
+            {recentFiles.map((file) => (
+              <tr key={file.id}>
+                <td>
+                  <div className="flex items-center space-x-3">
+                    <div className="text-2xl">
+                      {getFileTypeIcon(file.fileType)}
+                    </div>
+                    <div className="font-medium">{file.filename}</div>
+                  </div>
+                </td>
+                <td>
+                    <span className="badge badge-outline">
+                      {file.fileType.toUpperCase()}
+                    </span>
+                </td>
+                <td>
+                    <span className={getStatusBadge(file.status)}>
+                      {file.status.charAt(0).toUpperCase() + file.status.slice(1)}
+                    </span>
+                </td>
+                <td>{file.processedAt}</td>
+                <td>
+                  <div className="flex space-x-2">
+                    <button className="btn btn-sm btn-ghost">View</button>
+                    <button className="btn btn-sm btn-ghost">Download</button>
+                  </div>
+                </td>
+              </tr>
+            ))}
+            </tbody>
+          </table>
+        </div>
+      </div>
+
+      {/* Quick Actions */}
+      <div className="bg-base-100 rounded-lg shadow p-6">
+        <h2 className="text-xl font-semibold mb-4">Quick Actions</h2>
+        <div className="flex flex-wrap gap-4">
+          <button className="btn btn-primary">
+            <svg className="w-5 h-5 mr-2" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth="2"
+                    d="M7 16a4 4 0 01-.88-7.903A5 5 0 1115.9 6L16 6a5 5 0 011 9.9M15 13l-3-3m0 0l-3 3m3-3v12"/>
+            </svg>
+            Upload Documents
+          </button>
+
+          <button className="btn btn-outline">
+            <svg className="w-5 h-5 mr-2" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth="2"
+                    d="M9 17v-2m3 2v-4m3 4v-6m2 10H7a2 2 0 01-2-2V5a2 2 0 012-2h5.586a1 1 0 01.707.293l5.414 5.414a1 1 0 01.293.707V19a2 2 0 01-2 2z"/>
+            </svg>
+            View Reports
+          </button>
+
+          {user?.role === 'admin' && (
+            <button className="btn btn-outline">
+              <svg className="w-5 h-5 mr-2" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                <path strokeLinecap="round" strokeLinejoin="round" strokeWidth="2"
+                      d="M12 4.354a4 4 0 110 5.292M15 21H3v-1a6 6 0 0112 0v1zm0 0h6v-1a6 6 0 00-9-5.197m13.5-9a2.5 2.5 0 11-5 0 2.5 2.5 0 015 0z"/>
+              </svg>
+              Manage Users
+            </button>
+          )}
+        </div>
+      </div>
+    </div>
+  );
+};
+
+export default DashboardPage;

src/frontend/src/pages/DocumentsPage.jsx

@@ -0,0 +1,21 @@
+/**
+ * DocumentsPage Component
+ * Main page for displaying and managing documents
+ */
+
+import React from 'react';
+import DocumentGallery from '../components/documents/DocumentGallery';
+
+/**
+ * DocumentsPage component
+ * @returns {JSX.Element}
+ */
+const DocumentsPage = () => {
+  return (
+    <div className="h-full flex flex-col">
+      <DocumentGallery />
+    </div>
+  );
+};
+
+export default DocumentsPage;

src/frontend/src/pages/LoginPage.jsx

@@ -0,0 +1,48 @@
+import React, {useEffect} from 'react';
+import {useNavigate} from 'react-router-dom';
+import {useAuth} from '../contexts/AuthContext';
+import AuthLayout from '../components/auth/AuthLayout';
+import LoginForm from '../components/auth/LoginForm';
+
+/**
+ * LoginPage component
+ * Full page component that handles login functionality and redirects
+ */
+function LoginPage() {
+  const {isAuthenticated, loading} = useAuth();
+  const navigate = useNavigate();
+
+  // Redirect to dashboard if already authenticated
+  useEffect(() => {
+    if (!loading && isAuthenticated) {
+      navigate('/dashboard', {replace: true});
+    }
+  }, [isAuthenticated, loading, navigate]);
+
+  // Show loading spinner while checking authentication
+  if (loading) {
+    return (
+      <AuthLayout>
+        <div className="card w-full max-w-md shadow-xl bg-base-100">
+          <div className="card-body items-center">
+            <span className="loading loading-spinner loading-lg text-primary"></span>
+            <p className="text-base-content/70 mt-4">Loading...</p>
+          </div>
+        </div>
+      </AuthLayout>
+    );
+  }
+
+  // Don't render login form if user is authenticated (prevents flash)
+  if (isAuthenticated) {
+    return null;
+  }
+
+  return (
+    <AuthLayout>
+      <LoginForm/>
+    </AuthLayout>
+  );
+}
+
+export default LoginPage;

src/frontend/src/services/authService.js

@@ -0,0 +1,101 @@
+import api from '../utils/api';
+
+/**
+ * Authentication service for handling login, logout, and user profile operations
+ */
+class AuthService {
+  /**
+   * Login user with username and password
+   * @param {string} username - User's username
+   * @param {string} password - User's password
+   * @returns {Promise<{access_token: string, user: Object}>} Login response with token and user data
+   */
+  async login(username, password) {
+    try {
+      // FastAPI expects form data for OAuth2PasswordRequestForm
+      const formData = new FormData();
+      formData.append('username', username);
+      formData.append('password', password);
+
+      const response = await api.post('/auth/login', formData, {
+        headers: {
+          'Content-Type': 'multipart/form-data',
+        },
+      });
+
+      const {access_token, user} = response.data;
+
+      // Store token and user data in localStorage
+      localStorage.setItem('access_token', access_token);
+      localStorage.setItem('user', JSON.stringify(user));
+
+      return {access_token, user};
+    } catch (error) {
+      // Extract error message from response
+      const errorMessage = error.response?.data?.detail || 'Login failed';
+      throw new Error(errorMessage);
+    }
+  }
+
+  /**
+   * Logout user by clearing stored data
+   */
+  logout() {
+    localStorage.removeItem('access_token');
+    localStorage.removeItem('user');
+  }
+
+  /**
+   * Get current user profile from API
+   * @returns {Promise<Object>} Current user profile
+   */
+  async getCurrentUser() {
+    try {
+      const response = await api.get('/auth/me');
+      const user = response.data;
+
+      // Update stored user data
+      localStorage.setItem('user', JSON.stringify(user));
+
+      return user;
+    } catch (error) {
+      const errorMessage = error.response?.data?.detail || 'Failed to get user profile';
+      throw new Error(errorMessage);
+    }
+  }
+
+  /**
+   * Check if user is authenticated by verifying token existence
+   * @returns {boolean} True if user has valid token
+   */
+  isAuthenticated() {
+    const token = localStorage.getItem('access_token');
+    return !!token;
+  }
+
+  /**
+   * Get stored user data from localStorage
+   * @returns {Object|null} User data or null if not found
+   */
+  getStoredUser() {
+    try {
+      const userStr = localStorage.getItem('user');
+      return userStr ? JSON.parse(userStr) : null;
+    } catch (error) {
+      console.error('Error parsing stored user data:', error);
+      return null;
+    }
+  }
+
+  /**
+   * Get stored access token from localStorage
+   * @returns {string|null} Access token or null if not found
+   */
+  getStoredToken() {
+    return localStorage.getItem('access_token');
+  }
+}
+
+// Export singleton instance
+const authService = new AuthService();
+export default authService;

src/frontend/src/services/documentService.js

@@ -0,0 +1,97 @@
+/**
+ * Document Service
+ * Handles all API calls related to documents
+ * Currently using mock data for development
+ */
+
+import { mockDocuments, availableTags, availableCategories } from '../utils/mockData';
+import api from '../utils/api';
+
+// Simulate network delay
+const delay = (ms) => new Promise(resolve => setTimeout(resolve, ms));
+
+/**
+ * Fetches all documents from the API
+ * @returns {Promise<Array>} Array of document objects
+ */
+export const getAllDocuments = async () => {
+  try {
+    const response = await api.get('/api/documents');
+    return response.data;
+  } catch (error) {
+    console.error('Failed to fetch documents:', error);
+    // Fallback to mock data in case of API error during development
+    console.warn('Falling back to mock data');
+  }
+};
+
+/**
+ * Fetches a single document by ID
+ * @param {string} id - Document ID
+ * @returns {Promise<Object|null>} Document object or null if not found
+ */
+export const getDocumentById = async (id) => {
+  await delay(300);
+  const document = mockDocuments.find(doc => doc.id === id);
+  return document || null;
+};
+
+/**
+ * Updates a document's tags and categories
+ * @param {string} id - Document ID
+ * @param {Object} updates - Object containing tags and/or categories
+ * @param {Array<string>} updates.tags - New tags array
+ * @param {Array<string>} updates.categories - New categories array
+ * @returns {Promise<Object>} Updated document object
+ */
+export const updateDocument = async (id, updates) => {
+  await delay(400);
+
+  const index = mockDocuments.findIndex(doc => doc.id === id);
+  if (index === -1) {
+    throw new Error('Document not found');
+  }
+
+  // Update the document
+  mockDocuments[index] = {
+    ...mockDocuments[index],
+    ...updates
+  };
+
+  return mockDocuments[index];
+};
+
+/**
+ * Deletes a document
+ * @param {string} id - Document ID
+ * @returns {Promise<boolean>} True if deletion was successful
+ */
+export const deleteDocument = async (id) => {
+  await delay(300);
+
+  const index = mockDocuments.findIndex(doc => doc.id === id);
+  if (index === -1) {
+    throw new Error('Document not found');
+  }
+
+  mockDocuments.splice(index, 1);
+  return true;
+};
+
+/**
+ * Gets all available tags
+ * @returns {Promise<Array<string>>} Array of tag strings
+ */
+export const getAvailableTags = async () => {
+  await delay(200);
+  return [...availableTags];
+};
+
+/**
+ * Gets all available categories
+ * @returns {Promise<Array<string>>} Array of category strings
+ */
+export const getAvailableCategories = async () => {
+  await delay(200);
+  return [...availableCategories];
+};

src/frontend/src/utils/api.js

@@ -0,0 +1,57 @@
+import axios from 'axios';
+
+// Base API configuration
+const API_BASE_URL = 'http://localhost:8000';
+
+// Create axios instance with default configuration
+const api = axios.create({
+  baseURL: API_BASE_URL,
+  timeout: 10000, // 10 seconds timeout
+  headers: {
+    'Content-Type': 'application/json',
+  },
+});
+
+export { API_BASE_URL };
+
+// Request interceptor to add authentication token
+api.interceptors.request.use(
+  (config) => {
+    // Get token from localStorage
+    const token = localStorage.getItem('access_token');
+    if (token) {
+      config.headers.Authorization = `Bearer ${token}`;
+    }
+    return config;
+  },
+  (error) => {
+    return Promise.reject(error);
+  }
+);
+
+// Response interceptor to handle common errors
+api.interceptors.response.use(
+  (response) => {
+    return response;
+  },
+  (error) => {
+    // Handle 401 errors (unauthorized)
+    if (error.response?.status === 401) {
+      // Clear token from localStorage on 401
+      localStorage.removeItem('access_token');
+      localStorage.removeItem('user');
+
+      // Redirect to login page
+      window.location.href = '/login';
+    }
+
+    // Handle other common errors
+    if (error.response?.status >= 500) {
+      console.error('Server error:', error.response.data);
+    }
+
+    return Promise.reject(error);
+  }
+);
+
+export default api;

src/frontend/src/utils/mockData.js

@@ -0,0 +1,155 @@
+/**
+ * Mock data for PDF documents
+ * This file provides sample data for development and testing purposes
+ */
+
+/**
+ * Generates a placeholder thumbnail URL
+ * @param {number} index - Document index for unique colors
+ * @returns {string} Placeholder image URL
+ */
+const generateThumbnailUrl = (index) => {
+  const colors = ['3B82F6', '10B981', 'F59E0B', 'EF4444', '8B5CF6', 'EC4899'];
+  const color = colors[index % colors.length];
+  return `https://via.placeholder.com/300x400/${color}/FFFFFF?text=Page+1`;
+};
+
+/**
+ * Mock documents data
+ * @type {Array<Object>}
+ */
+export const mockDocuments = [
+  {
+    id: 'doc-001',
+    name: 'Contrat-2025.pdf',
+    originalFileType: 'DOCX',
+    createdAt: '2025-10-01T10:30:00Z',
+    fileSize: 2048576, // 2 MB
+    pageCount: 12,
+    thumbnailUrl: generateThumbnailUrl(0),
+    pdfUrl: '/mock/contrat-2025.pdf',
+    tags: ['contrat', '2025'],
+    categories: ['legal']
+  },
+  {
+    id: 'doc-002',
+    name: 'Facture-Janvier.pdf',
+    originalFileType: 'XLSX',
+    createdAt: '2025-09-15T14:20:00Z',
+    fileSize: 512000, // 512 KB
+    pageCount: 3,
+    thumbnailUrl: generateThumbnailUrl(1),
+    pdfUrl: '/mock/facture-janvier.pdf',
+    tags: ['facture', 'comptabilité'],
+    categories: ['finance']
+  },
+  {
+    id: 'doc-003',
+    name: 'Présentation-Projet.pdf',
+    originalFileType: 'PPTX',
+    createdAt: '2025-09-28T09:15:00Z',
+    fileSize: 5242880, // 5 MB
+    pageCount: 24,
+    thumbnailUrl: generateThumbnailUrl(2),
+    pdfUrl: '/mock/presentation-projet.pdf',
+    tags: ['présentation', 'projet'],
+    categories: ['marketing']
+  },
+  {
+    id: 'doc-004',
+    name: 'Photo-Identité.pdf',
+    originalFileType: 'JPG',
+    createdAt: '2025-10-05T16:45:00Z',
+    fileSize: 204800, // 200 KB
+    pageCount: 1,
+    thumbnailUrl: generateThumbnailUrl(3),
+    pdfUrl: '/mock/photo-identite.pdf',
+    tags: ['photo', 'identité'],
+    categories: ['personnel']
+  },
+  {
+    id: 'doc-005',
+    name: 'Manuel-Utilisateur.pdf',
+    originalFileType: 'PDF',
+    createdAt: '2025-09-20T11:00:00Z',
+    fileSize: 3145728, // 3 MB
+    pageCount: 45,
+    thumbnailUrl: generateThumbnailUrl(4),
+    pdfUrl: '/mock/manuel-utilisateur.pdf',
+    tags: ['manuel', 'documentation'],
+    categories: ['technique']
+  },
+  {
+    id: 'doc-006',
+    name: 'Rapport-Annuel.pdf',
+    originalFileType: 'DOCX',
+    createdAt: '2025-08-30T13:30:00Z',
+    fileSize: 4194304, // 4 MB
+    pageCount: 67,
+    thumbnailUrl: generateThumbnailUrl(5),
+    pdfUrl: '/mock/rapport-annuel.pdf',
+    tags: ['rapport', 'annuel'],
+    categories: ['finance', 'management']
+  },
+  {
+    id: 'doc-007',
+    name: 'CV-Candidat.pdf',
+    originalFileType: 'DOCX',
+    createdAt: '2025-10-02T08:00:00Z',
+    fileSize: 153600, // 150 KB
+    pageCount: 2,
+    thumbnailUrl: generateThumbnailUrl(0),
+    pdfUrl: '/mock/cv-candidat.pdf',
+    tags: ['cv', 'recrutement'],
+    categories: ['rh']
+  },
+  {
+    id: 'doc-008',
+    name: 'Devis-Travaux.pdf',
+    originalFileType: 'XLSX',
+    createdAt: '2025-09-25T15:20:00Z',
+    fileSize: 409600, // 400 KB
+    pageCount: 5,
+    thumbnailUrl: generateThumbnailUrl(1),
+    pdfUrl: '/mock/devis-travaux.pdf',
+    tags: ['devis', 'travaux'],
+    categories: ['finance']
+  }
+];
+
+/**
+ * Available tags for documents
+ * @type {Array<string>}
+ */
+export const availableTags = [
+  'contrat',
+  'facture',
+  'présentation',
+  'photo',
+  'manuel',
+  'rapport',
+  'cv',
+  'devis',
+  'comptabilité',
+  'projet',
+  'identité',
+  'documentation',
+  'annuel',
+  'recrutement',
+  'travaux',
+  '2025'
+];
+
+/**
+ * Available categories for documents
+ * @type {Array<string>}
+ */
+export const availableCategories = [
+  'legal',
+  'finance',
+  'marketing',
+  'personnel',
+  'technique',
+  'management',
+  'rh'
+];

src/frontend/tailwind.config.js

@@ -0,0 +1,15 @@
+/** @type {import('tailwindcss').Config} */
+export default {
+  content: [
+    "./index.html",
+    "./src/**/*.{js,ts,jsx,tsx}",
+  ],
+  theme: {
+    extend: {},
+  },
+  plugins: [require("daisyui")],
+  daisyui: {
+    themes: ["light", "dark", "cupcake"],
+    darkTheme: "dark",
+  },
+}

src/frontend/vite.config.js

@@ -1,7 +1,8 @@
-import { defineConfig } from 'vite'
+import {defineConfig} from 'vite'
+import tailwindcss from '@tailwindcss/vite'
 import react from '@vitejs/plugin-react'
 
 // https://vite.dev/config/
 export default defineConfig({
-  plugins: [react()],
+  plugins: [tailwindcss(), react()],
 })

src/worker/Dockerfile

@@ -3,12 +3,26 @@ FROM python:3.12-slim
 # Set working directory
 WORKDIR /app
 
+# Install libmagic
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    libmagic1 \
+    file \
+    pandoc \
+    ghostscript \
+    texlive-xetex \
+ && rm -rf /var/lib/apt/lists/*
+
+
 # Copy requirements and install dependencies
 COPY requirements.txt .
 RUN pip install --no-cache-dir -r requirements.txt
 
+# Change the user
+USER 1002:1002
+
 # Copy application code
 COPY . .
 
+
 # Command will be overridden by docker-compose
 CMD ["celery", "-A", "main", "worker", "--loglevel=info"]

src/worker/requirements.txt

@@ -1,4 +1,20 @@
-
+asgiref==3.9.1
+bcrypt==4.3.0
 celery==5.5.3
-redis==6.4.0
+email-validator==2.3.0
+fastapi==0.116.1
+httptools==0.6.4
+motor==3.7.1
+pikepdf==9.11.0
+pillow==11.3.0
+pydantic==2.11.9
+PyJWT==2.10.1
 pymongo==4.15.0
+PyMuPDF==1.26.4
+pypandoc==1.15
+python-multipart==0.0.20
+redis==6.4.0
+reportlab==4.4.4
+uvicorn==0.35.0
+python-magic==0.4.27
+watchdog==6.0.0

src/worker/tasks/common/converter_utils.py

@@ -0,0 +1,73 @@
+import subprocess
+from pathlib import Path
+
+import magic  # python-magic
+
+
+class UnsupportedFileTypeError(Exception):
+  """Exception raised when a file type is not supported."""
+  pass
+
+
+def detect_file_type(file_path: str) -> str:
+  """
+  Detect the type of file using python-magic.
+
+  Returns:
+      'text', 'image', 'word'
+
+  Raises:
+      UnsupportedFileTypeError: If file type is not supported.
+  """
+  mime = magic.from_file(file_path, mime=True)
+  extension = Path(file_path).suffix
+  if mime.startswith("text/"):
+    return "text"
+  elif mime.startswith("image/"):
+    return "image"
+  elif mime in ("application/vnd.openxmlformats-officedocument.wordprocessingml.document",):
+    return "word"
+  elif mime == "application/pdf":
+    return "pdf"
+  elif mime == "application/vnd.ms-powerpoint":
+    return "powerpoint"
+  elif mime == "application/octet-stream" and extension in (".jpg", ".jpeg", ".png", ".gif"):
+    return "image"
+  else:
+    raise UnsupportedFileTypeError(f"Unsupported file type: {mime}")
+
+
+def compress_pdf(input_pdf: str, output_pdf: str, quality: str = "ebook") -> None:
+  """
+  Compress a PDF using Ghostscript.
+
+  Args:
+      input_pdf (str): Path to the input PDF.
+      output_pdf (str): Path to save the compressed PDF.
+      quality (str): Ghostscript PDFSETTINGS option: screen, ebook, printer, prepress.
+
+  Raises:
+      FileNotFoundError: If input PDF does not exist.
+      RuntimeError: If Ghostscript returns an error.
+  """
+  input_path = Path(input_pdf)
+  output_path = Path(output_pdf)
+  
+  if not input_path.exists():
+    raise FileNotFoundError(f"Input PDF not found: {input_pdf}")
+  
+  cmd = [
+      "gs",
+      "-sDEVICE=pdfwrite",
+      "-dCompatibilityLevel=1.4",
+      f"-dPDFSETTINGS=/{quality}",
+      "-dNOPAUSE",
+      "-dQUIET",
+      "-dBATCH",
+      f"-sOutputFile={str(output_path)}",
+      str(input_path),
+  ]
+  
+  result = subprocess.run(cmd)
+  if result.returncode != 0:
+    raise RuntimeError(f"Ghostscript failed with return code {result.returncode}")

src/worker/tasks/common/document_utils.py

@@ -0,0 +1,64 @@
+import hashlib
+import logging
+import os
+from pathlib import Path
+
+from app.config import settings
+
+logger = logging.getLogger(__name__)
+
+
+def get_file_hash(file_bytes: bytes) -> str:
+  """
+  Calculate SHA256 hash of file content.
+
+  Args:
+      file_bytes: Raw file content as bytes
+
+  Returns:
+      Hexadecimal SHA256 hash string
+  """
+  return hashlib.sha256(file_bytes).hexdigest()
+
+
+def get_object_path(file_hash):
+  """
+
+  :param file_hash:
+  :return:
+  """
+  root = settings.get_objects_folder()
+  return os.path.join(root, file_hash[:24], file_hash)
+
+
+def save_as_object(file_path, remove_on_success=True) -> str:
+  """
+  Read the file, get the hash and save using the hash as the filename.
+  :param file_path:
+  :param remove_on_success:
+  :return: hash of the file
+  """
+  logger.info(f"Saving file {file_path} as object")
+  path = Path(file_path)
+  as_bytes = path.read_bytes()
+  
+  file_hash = get_file_hash(as_bytes)
+  logger.info(f"File hash: {file_hash}")
+  
+  object_path = get_object_path(file_hash)
+  if os.path.exists(object_path):
+    logger.info(f"Object already exists: {object_path}")
+    return file_hash
+  
+  if not os.path.exists(os.path.dirname(object_path)):
+    os.makedirs(os.path.dirname(object_path))
+  
+  logger.info(f"Saving object to: {object_path}")
+  with open(object_path, "wb") as f:
+    f.write(as_bytes)
+  
+  if remove_on_success:
+    logger.info(f"Removing file: {file_path}")
+    path.unlink()
+  
+  return file_hash

src/worker/tasks/document_processing.py

@@ -6,82 +6,28 @@ and update processing job statuses throughout the task lifecycle.
 """
 
 import logging
+import os
 from typing import Any, Dict
 
-from tasks.main import app as celery_app
+from app.config import settings
+from app.database.connection import get_database
+from app.models.job import ProcessingStatus
+from app.services.document_service import DocumentService, DocumentAlreadyExists
+from app.services.job_service import JobService
+from tasks.main import celery_app
 
 logger = logging.getLogger(__name__)
 
 
+def get_services():
+  database = get_database()
+  document_service = DocumentService(database=database, objects_folder=settings.get_objects_folder())
+  job_service = JobService(database=database)
+  return document_service, job_service
+
+
 # @celery_app.task(bind=True, autoretry_for=(Exception,), retry_kwargs={'max_retries': 3, 'countdown': 60})
-# def process_document(self, document_service, job_service, filepath: str) -> Dict[str, Any]:
+@celery_app.task(bind=True)
-#   """
-#   Process a document file and extract its content.
-#
-#   This task:
-#   1. Updates the processing job status to PROCESSING
-#   2. Performs document content extraction
-#   3. Updates job status to COMPLETED or FAILED based on result
-#
-#   Args:
-#       self : Celery task instance
-#       job_service : Instance of JobService
-#       document_service : Instance of DocumentService
-#       filepath: Full path to the document file to process
-#
-#   Returns:
-#       Dictionary containing processing results
-#
-#   Raises:
-#       Exception: Any processing error (will trigger retry)
-#   """
-#   task_id = self.request.id
-#   logger.info(f"Starting document processing task {task_id} for file: {filepath}")
-#
-#   try:
-#     # Step 1: Mark job as started
-#     await job_service.mark_job_as_started(task_id=task_id)
-#     logger.info(f"Job {task_id} marked as PROCESSING")
-#
-#     # Step 2: Process the document (extract content, OCR, etc.)
-#     document = await self.document_service.create_document(filepath)
-#     logger.info(f"Created document record with ID: {document.id}")
-#
-#     result = document_service.extract_document_content(filepath)
-#     logger.info(f"Document content extracted successfully for task {task_id}")
-#
-#     # Step 3: Mark job as completed
-#     await job_service.mark_job_as_completed(task_id=task_id)
-#     logger.info(f"Job {task_id} marked as COMPLETED")
-#
-#     return {
-#         "task_id": task_id,
-#         "filepath": filepath,
-#         "status": "completed",
-#         "content_length": len(result.get("content", "")),
-#         "extraction_method": result.get("extraction_method"),
-#         "processing_time": result.get("processing_time")
-#     }
-#
-#   except Exception as e:
-#     error_message = f"Document processing failed: {str(e)}"
-#     logger.error(f"Task {task_id} failed: {error_message}")
-#
-#     try:
-#       # Mark job as failed
-#       job_service.mark_job_as_failed(task_id=task_id, error_message=error_message)
-#       logger.info(f"Job {task_id} marked as FAILED")
-#     except Exception as job_error:
-#       logger.error(f"Failed to update job status for task {task_id}: {str(job_error)}")
-#
-#     # Re-raise the exception to trigger Celery retry mechanism
-#     raise
-
-
-@celery_app.task(name="tasks.document_processing.process_document",
-                 bind=True,
-                 autoretry_for=(Exception,),
-                 retry_kwargs={'max_retries': 3, 'countdown': 60})
 def process_document(self, filepath: str) -> Dict[str, Any]:
   """
   Process a document file and extract its content.
@@ -93,8 +39,6 @@ def process_document(self, filepath: str) -> Dict[str, Any]:
 
   Args:
       self : Celery task instance
-      job_service : Instance of JobService
-      document_service : Instance of DocumentService
       filepath: Full path to the document file to process
 
   Returns:
@@ -104,76 +48,72 @@ def process_document(self, filepath: str) -> Dict[str, Any]:
       Exception: Any processing error (will trigger retry)
   """
   task_id = self.request.id
-  logger.info(f"Starting document processing task {task_id} for file: {filepath}")
+  logger.info(f'Task {task_id} : Starting document processing for file: "{filepath}"')
   
+  # get services
+  document_service, job_service = get_services()
   
-@celery_app.task(bind=True)
+  job = None
-def cleanup_old_processing_jobs(self, days_old: int = 30) -> Dict[str, Any]:
+  document = None
-  """
-  Clean up old processing jobs from the database.
-
-  This maintenance task removes completed and failed jobs older than
-  the specified number of days.
-
-  Args:
-      days_old: Number of days after which to clean up jobs
-
-  Returns:
-      Dictionary containing cleanup statistics
-  """
-  task_id = self.request.id
-  logger.info(f"Starting cleanup task {task_id} for jobs older than {days_old} days")
-  
-  job_service = JobService()
-  
   try:
-    # Perform cleanup
+    # Step 1: Create the document and a new job record for the document
-    cleanup_result = job_service.cleanup_old_jobs(days_old=days_old)
+    document = document_service.create_document(filepath)
+    job = job_service.create_job(task_id=task_id, document_id=document.id)
+    job_service.mark_job_as_started(job_id=job.id)
+    logger.info(f'Task {task_id} : Created document "{document.id}". Started job "{job.id}"')
     
-    logger.info(
+    logger.info(f"Task {task_id} : Creating associated PDF")
-      f"Cleanup task {task_id} completed: "
+    job_service.update_job_status(job_id=job.id, status=ProcessingStatus.SAVING_PDF)
-      f"deleted {cleanup_result['deleted_count']} jobs"
+    document_service.create_pdf(document.id)
-    )
+    
+    logger.info(f"Task {task_id} : Creating thumbnail")
+    job_service.update_job_status(job_id=job.id, status=ProcessingStatus.CREATING_THUMBNAIL)
+    document_service.create_thumbnail(document.id)
+    
+    # remove the file from the watch folder
+    os.remove(filepath)
+    
+    # Step x: Mark job as completed
+    job_service.mark_job_as_completed(job_id=job.id)
+    logger.info(f"Task {task_id} marked as COMPLETED")
     
     return {
         "task_id": task_id,
+        "filepath": filepath,
         "status": "completed",
-        "deleted_count": cleanup_result["deleted_count"],
-        "days_old": days_old
     }
   
-  except Exception as e:
+  except DocumentAlreadyExists as e:
-    error_message = f"Cleanup task failed: {str(e)}"
+    logger.info(f"Task {task_id} completed: {str(e)}")
-    logger.error(f"Cleanup task {task_id} failed: {error_message}")
+    if job is not None:
-    raise
+      job_service.mark_job_as_completed(job_id=job.id)
-
+      logger.info(f"Job {task_id} marked as COMPLETED")
-
-@celery_app.task(bind=True)
-def get_processing_statistics(self) -> Dict[str, Any]:
-  """
-  Generate processing statistics for monitoring.
-
-  Returns:
-      Dictionary containing current processing statistics
-  """
-  task_id = self.request.id
-  logger.info(f"Generating processing statistics for task {task_id}")
-  
-  job_service = JobService()
-  
-  try:
-    stats = job_service.get_processing_statistics()
-    
-    logger.info(f"Statistics generated for task {task_id}")
     
     return {
         "task_id": task_id,
+        "filepath": filepath,
         "status": "completed",
-        "statistics": stats,
+        "message": str(e),
-        "timestamp": stats.get("generated_at")
     }
   
   except Exception as e:
-    error_message = f"Statistics generation failed: {str(e)}"
+    error_message = f"Document processing failed: {str(e)}"
-    logger.error(f"Statistics task {task_id} failed: {error_message}")
+    logger.error(f"Task {task_id} failed: {error_message}")
+    
+    try:
+      # Mark job as failed
+      if job is not None:
+        job_service.mark_job_as_failed(job_id=job.id, error_message=error_message)
+        logger.info(f"Job {task_id} marked as FAILED")
+      else:
+        logger.error(f"Failed to process {filepath}. error = {str(e)}")
+      
+      if document is not None:
+        document_service.move_to_errors(document.id, filepath)
+        logger.info(f"Moved file {filepath} to errors/{document.id}")
+    
+    except Exception as job_error:
+      logger.error(f"Failed to update job status for task {task_id}: {str(job_error)}")
+    
+    # Re-raise the exception to trigger Celery retry mechanism
     raise

src/worker/tasks/main.py

@@ -3,25 +3,31 @@ Celery worker for MyDocManager document processing tasks.
 
 This module contains all Celery tasks for processing documents.
 """
-
+import logging
 import os
-import time
 
 from celery import Celery
+from celery.signals import worker_process_init
+
+from app.config import settings
 
 # Environment variables
-REDIS_URL = os.getenv("REDIS_URL", "redis://localhost:6379/0")
+REDIS_URL = settings.get_redis_url()
-MONGODB_URL = os.getenv("MONGODB_URL", "mongodb://localhost:27017")
+MONGODB_URL = settings.get_mongodb_url()
+
+logger = logging.getLogger(__name__)
 
 # Initialize Celery app
-app = Celery(
+celery_app = Celery(
   "mydocmanager_worker",
   broker=REDIS_URL,
-  backend=REDIS_URL
+  backend=REDIS_URL,
 )
 
+celery_app.autodiscover_tasks(["tasks.document_processing"])
+
 # Celery configuration
-app.conf.update(
+celery_app.conf.update(
   task_serializer="json",
   accept_content=["json"],
   result_serializer="json",
@@ -33,82 +39,15 @@ app.conf.update(
 )
 
 
-@app.task(bind=True)
+def global_init(**kwargs):
-def test_task(self, message: str):
+  """Initialize global variables."""
-  """
+  logger.info(f"{'*' * 45}")
-  Test task for validating worker functionality.
+  logger.info(f"{'--' * 5}" + " Starting MyDocManager worker " + f"{'--' * 5}")
-
+  logger.info(f"{'*' * 45}")
-  Args:
-      message: Test message to process
-
-  Returns:
-      dict: Task result with processing information
-  """
-  try:
-    print(f"[WORKER] Starting test task with message: {message}")
-    
-    # Simulate some work
-    for i in range(5):
-      print(f"[WORKER] Processing step {i + 1}/5...")
-      time.sleep(1)
-      
-      # Update task progress
-      self.update_state(
-        state="PROGRESS",
-        meta={
-            "current": i + 1,
-            "total": 5,
-            "message": f"Processing step {i + 1}"
-        }
-      )
-    
-    result = {
-        "status": "completed",
-        "message": f"Successfully processed: {message}",
-        "processed_at": time.time(),
-        "worker_id": self.request.id
-    }
-    
-    print(f"[WORKER] Test task completed successfully: {result}")
-    return result
-  
-  except Exception as exc:
-    print(f"[WORKER] Test task failed: {str(exc)}")
-    raise self.retry(exc=exc, countdown=60, max_retries=3)
 
 
-@app.task(bind=True)
+global_init()
-def process_document_task(self, file_path: str):
-  """
-  Placeholder task for document processing.
-
-  Args:
-      file_path: Path to the document to process
-
-  Returns:
-      dict: Processing result
-  """
-  try:
-    print(f"[WORKER] Starting document processing for: {file_path}")
-    
-    # Placeholder for document processing logic
-    time.sleep(2)  # Simulate processing time
-    
-    result = {
-        "status": "completed",
-        "file_path": file_path,
-        "processed_at": time.time(),
-        "content": f"Placeholder content for {file_path}",
-        "worker_id": self.request.id
-    }
-    
-    print(f"[WORKER] Document processing completed: {file_path}")
-    return result
-  
-  except Exception as exc:
-    print(f"[WORKER] Document processing failed for {file_path}: {str(exc)}")
-    raise self.retry(exc=exc, countdown=60, max_retries=3)
-
 
 if __name__ == "__main__":
-  app.start()
+  global_init()
+  celery_app.start()

tests/api/test_auth_routes.py

@@ -0,0 +1,149 @@
+from datetime import datetime
+from unittest.mock import MagicMock
+
+import pytest
+from fastapi import status, HTTPException
+from fastapi.testclient import TestClient
+from mongomock.mongo_client import MongoClient
+
+from app.api.dependencies import get_auth_service, get_user_service, get_current_user
+from app.main import app  # Assuming you have FastAPI app defined in app/main.py
+from app.models.auth import UserRole
+from app.models.types import PyObjectId
+from app.models.user import UserInDB
+from app.services.auth_service import AuthService
+from app.services.user_service import UserService
+
+
+@pytest.fixture
+def client():
+  return TestClient(app)
+
+
+@pytest.fixture
+def fake_user():
+  return UserInDB(
+    _id=PyObjectId(),
+    username="testuser",
+    email="test@example.com",
+    role=UserRole.USER,
+    is_active=True,
+    hashed_password="hashed-secret",
+    created_at=datetime(2025, 1, 1),
+    updated_at=datetime(2025, 1, 2),
+  )
+
+
+def override_auth_service():
+  mock = MagicMock(spec=AuthService)
+  mock.verify_user_password.return_value = True
+  mock.create_access_token.return_value = "fake-jwt-token"
+  return mock
+
+
+def override_user_service(fake_user):
+  mock = MagicMock(spec=UserService)
+  mock.get_user_by_username.return_value = fake_user
+  return mock
+
+
+def override_get_current_user(fake_user):
+  def _override():
+    return fake_user
+  
+  return _override
+
+
+def override_get_database():
+  def _override():
+    client = MongoClient()
+    db = client.test_database
+    return db
+  
+  return _override
+
+
+# ---------------------- TESTS FOR /auth/login ----------------------
+class TestLogin:
+  def test_i_can_login_with_valid_credentials(self, client, fake_user):
+    auth_service = override_auth_service()
+    user_service = override_user_service(fake_user)
+    
+    client.app.dependency_overrides[get_auth_service] = lambda: auth_service
+    client.app.dependency_overrides[get_user_service] = lambda: user_service
+    
+    response = client.post(
+      "/auth/login",
+      data={"username": "testuser", "password": "secret"},
+    )
+    
+    assert response.status_code == status.HTTP_200_OK
+    data = response.json()
+    assert "access_token" in data
+    assert data["user"]["username"] == "testuser"
+  
+  def test_i_cannot_login_with_invalid_username(self, client):
+    auth_service = override_auth_service()
+    user_service = MagicMock(spec=UserService)
+    user_service.get_user_by_username.return_value = None
+    
+    client.app.dependency_overrides[get_auth_service] = lambda: auth_service
+    client.app.dependency_overrides[get_user_service] = lambda: user_service
+    
+    response = client.post(
+      "/auth/login",
+      data={"username": "unknown", "password": "secret"},
+    )
+    
+    assert response.status_code == status.HTTP_401_UNAUTHORIZED
+  
+  def test_i_cannot_login_with_inactive_user(self, client, fake_user):
+    fake_user.is_active = False
+    auth_service = override_auth_service()
+    user_service = override_user_service(fake_user)
+    client.app.dependency_overrides[get_auth_service] = lambda: auth_service
+    client.app.dependency_overrides[get_user_service] = lambda: user_service
+    
+    response = client.post(
+      "/auth/login",
+      data={"username": "testuser", "password": "secret"},
+    )
+    
+    assert response.status_code == status.HTTP_401_UNAUTHORIZED
+  
+  def test_i_cannot_login_with_wrong_password(self, client, fake_user):
+    auth_service = override_auth_service()
+    auth_service.verify_user_password.return_value = False
+    user_service = override_user_service(fake_user)
+    client.app.dependency_overrides[get_auth_service] = lambda: auth_service
+    client.app.dependency_overrides[get_user_service] = lambda: user_service
+    
+    response = client.post(
+      "/auth/login",
+      data={"username": "testuser", "password": "wrong"},
+    )
+    
+    assert response.status_code == status.HTTP_401_UNAUTHORIZED
+
+
+# ---------------------- TESTS FOR /auth/me ----------------------
+class TesteMe:
+  def test_i_can_get_current_user_profile(self, client, fake_user):
+    client.app.dependency_overrides[get_current_user] = override_get_current_user(fake_user)
+    
+    response = client.get("/auth/me")
+    
+    assert response.status_code == status.HTTP_200_OK
+    data = response.json()
+    assert data["username"] == fake_user.username
+    assert data["email"] == fake_user.email
+  
+  def test_i_cannot_get_profile_without_authentication(self, client, monkeypatch):
+    def raise_http_exception():
+      raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED)
+    
+    client.app.dependency_overrides[get_current_user] = raise_http_exception
+    
+    response = client.get("/auth/me")
+    
+    assert response.status_code == status.HTTP_401_UNAUTHORIZED

tests/api/test_users.py

@@ -0,0 +1,167 @@
+# File: tests/api/test_users.py
+from datetime import datetime
+from unittest.mock import MagicMock
+
+import pytest
+from fastapi import status
+from fastapi.testclient import TestClient
+
+from app.api.dependencies import get_admin_user, get_user_service
+from app.main import app
+from app.models.auth import UserRole
+from app.models.types import PyObjectId
+from app.models.user import UserInDB, UserCreate
+from app.services.user_service import UserService
+
+
+# -----------------------
+# Fixtures
+# -----------------------
+
+@pytest.fixture
+def fake_user_admin():
+  return UserInDB(
+    _id=PyObjectId(),
+    username="admin",
+    email="admin@example.com",
+    role=UserRole.ADMIN,
+    is_active=True,
+    hashed_password="hashed-secret",
+    created_at=datetime(2025, 1, 1),
+    updated_at=datetime(2025, 1, 2),
+  )
+
+
+@pytest.fixture
+def fake_user_response():
+  return UserInDB(
+    _id=PyObjectId(),
+    username="other",
+    email="other@example.com",
+    role=UserRole.USER,
+    is_active=True,
+    hashed_password="hashed-secret-2",
+    created_at=datetime(2025, 1, 1),
+    updated_at=datetime(2025, 1, 2),
+  )
+
+
+@pytest.fixture
+def client(fake_user_admin):
+  # Fake admin dependency
+  def get_admin_user_override():
+    return fake_user_admin
+  
+  # Fake user service
+  user_service_mock = MagicMock(spec=UserService)
+  
+  def get_user_service_override():
+    return user_service_mock
+  
+  client = TestClient(app)
+  client.app.dependency_overrides = {
+      get_admin_user: get_admin_user_override,
+      get_user_service: get_user_service_override
+  }
+  
+  client.user_service_mock = user_service_mock
+  return client
+
+
+# -----------------------
+# Tests
+# -----------------------
+
+class TestListUsers:
+  
+  def test_i_can_list_users(self, client, fake_user_admin, fake_user_response):
+    client.user_service_mock.list_users.return_value = [fake_user_admin, fake_user_response]
+    response = client.get("/users")
+    assert response.status_code == status.HTTP_200_OK
+    data = response.json()
+    assert len(data) == 2
+    assert data[0]["username"] == "admin"
+  
+  def test_i_can_list_users_when_empty(self, client):
+    client.user_service_mock.list_users.return_value = []
+    response = client.get("/users")
+    assert response.status_code == status.HTTP_200_OK
+    assert response.json() == []
+
+
+class TestGetUserById:
+  
+  def test_i_can_get_user_by_id(self, client, fake_user_response):
+    client.user_service_mock.get_user_by_id.return_value = fake_user_response
+    response = client.get(f"/users/{fake_user_response.id}")
+    assert response.status_code == status.HTTP_200_OK
+    data = response.json()
+    assert data["username"] == fake_user_response.username
+  
+  def test_i_cannot_get_user_by_id_not_found(self, client):
+    client.user_service_mock.get_user_by_id.return_value = None
+    response = client.get("/users/64f0c9f4b0d1c8b7b8e1f0a2")
+    assert response.status_code == status.HTTP_404_NOT_FOUND
+    assert response.json()["detail"] == "User not found"
+
+
+class TestCreateUser:
+  
+  def test_i_can_create_user(self, client, fake_user_response):
+    user_data = UserCreate(username="newuser",
+                           email="new@example.com",
+                           password="#Passw0rd!",
+                           role=UserRole.USER)
+    
+    client.user_service_mock.create_user.return_value = fake_user_response
+    response = client.post("/users", json=user_data.model_dump(mode="json"))
+    assert response.status_code == status.HTTP_201_CREATED
+    data = response.json()
+    assert data["username"] == fake_user_response.username
+  
+  def test_i_cannot_create_user_when_service_raises_value_error(self, client):
+    user_data = {"username": "baduser", "email": "bad@example.com", "role": "user", "password": "password"}
+    client.user_service_mock.create_user.side_effect = ValueError("Invalid data")
+    response = client.post("/users", json=user_data)
+    assert response.status_code == status.HTTP_422_UNPROCESSABLE_ENTITY
+
+
+class TestUpdateUser:
+  
+  def test_i_can_update_user(self, client, fake_user_response):
+    user_data = {"username": "updateduser", "email": "updated@example.com"}
+    client.user_service_mock.update_user.return_value = fake_user_response
+    response = client.put(f"/users/{fake_user_response.id}", json=user_data)
+    assert response.status_code == status.HTTP_200_OK
+    data = response.json()
+    assert data["username"] == fake_user_response.username
+  
+  def test_i_cannot_update_user_not_found(self, client):
+    client.user_service_mock.update_user.return_value = None
+    user_data = {"username": "updateduser"}
+    response = client.put("/users/64f0c9f4b0d1c8b7b8e1f0a2", json=user_data)
+    assert response.status_code == status.HTTP_404_NOT_FOUND
+    assert response.json()["detail"] == "User not found"
+  
+  def test_i_cannot_update_user_when_service_raises_value_error(self, client):
+    client.user_service_mock.update_user.side_effect = ValueError("Invalid update")
+    user_data = {"username": "badupdate"}
+    response = client.put("/users/64f0c9f4b0d1c8b7b8e1f0a2", json=user_data)
+    assert response.status_code == status.HTTP_400_BAD_REQUEST
+    assert response.json()["detail"] == "Invalid update"
+
+
+class TestDeleteUser:
+  
+  def test_i_can_delete_user(self, client):
+    client.user_service_mock.delete_user.return_value = True
+    response = client.delete("/users/64f0c9f4b0d1c8b7b8e1f0a1")
+    assert response.status_code == status.HTTP_200_OK
+    data = response.json()
+    assert data["message"] == "User successfully deleted"
+  
+  def test_i_cannot_delete_user_not_found(self, client):
+    client.user_service_mock.delete_user.return_value = False
+    response = client.delete("/users/64f0c9f4b0d1c8b7b8e1f0a2")
+    assert response.status_code == status.HTTP_404_NOT_FOUND
+    assert response.json()["detail"] == "User not found"

tests/common/test_utils.py

@@ -0,0 +1,52 @@
+import shutil
+import tempfile
+from pathlib import Path
+
+import pytest
+
+from tasks.common.converter_utils import detect_file_type, UnsupportedFileTypeError
+
+
+@pytest.fixture
+def temp_dir():
+  """Create a temporary directory for output PDFs."""
+  dir_path = tempfile.mkdtemp()
+  yield dir_path
+  shutil.rmtree(dir_path)
+
+
+def test_i_can_detect_text_file(temp_dir):
+  txt_file = Path(temp_dir) / "sample.txt"
+  txt_file.write_text("Sample text content")
+  detected_type = detect_file_type(str(txt_file))
+  assert detected_type == "text"
+
+
+def test_i_can_detect_image_file(temp_dir):
+  from PIL import Image
+  
+  img_file = Path(temp_dir) / "sample.jpg"
+  image = Image.new("RGB", (50, 50), color="blue")
+  image.save(img_file)
+  
+  detected_type = detect_file_type(str(img_file))
+  assert detected_type == "image"
+
+
+def test_i_can_detect_word_file(temp_dir):
+  import docx
+  
+  docx_file = Path(temp_dir) / "sample.docx"
+  doc = docx.Document()
+  doc.add_paragraph("Sample content")
+  doc.save(docx_file)
+  
+  detected_type = detect_file_type(str(docx_file))
+  assert detected_type == "word"
+
+
+def test_i_cannot_detect_unsupported_file(temp_dir):
+  exe_file = Path(temp_dir) / "sample.exe"
+  exe_file.write_bytes(b'\x4D\x5A\x90\x00\x03\x00\x00\x00')
+  with pytest.raises(UnsupportedFileTypeError):
+    detect_file_type(str(exe_file))

tests/models/test_user_models.py

@@ -10,8 +10,8 @@ from pydantic import ValidationError
 from datetime import datetime
 from bson import ObjectId
 
-from app.models.user import UserCreate, UserUpdate, UserInDB, UserResponse
+from app.models.user import UserCreate, UserUpdate, UserInDB
-from app.models.auth import UserRole
+from app.models.auth import UserRole, UserResponse
 
 
 class TestUserCreateModel:
@@ -349,7 +349,7 @@ class TestUserResponseModel:
     
     # Convert to response model (excluding password_hash)
     user_response = UserResponse(
-      id=user_in_db.id,
+      _id=user_in_db.id,
       username=user_in_db.username,
       email=user_in_db.email,
       role=user_in_db.role,

tests/repositories/test_document_repository.py

@@ -1,18 +1,16 @@
 """
-Test suite for FileDocumentRepository with async/await support.
+Test suite for FileDocumentRepository with async/support.
 
 This module contains comprehensive tests for all FileDocumentRepository methods
 using mongomock-motor for in-memory MongoDB testing.
 """
 
-import pytest
 from datetime import datetime
-from typing import Dict, Any
 
-import pytest_asyncio
+import pytest
 from bson import ObjectId
-from pymongo.errors import DuplicateKeyError, PyMongoError
+from mongomock.mongo_client import MongoClient
-from mongomock_motor import AsyncMongoMockClient
+from pymongo.errors import PyMongoError
 
 from app.database.repositories.document_repository import (
   FileDocumentRepository,
@@ -23,13 +21,13 @@ from app.database.repositories.document_repository import (
 from app.models.document import FileDocument, FileType, ExtractionMethod
 
 
-@pytest_asyncio.fixture
+@pytest.fixture
-async def in_memory_repository():
+def in_memory_repository():
   """Create an in-memory FileDocumentRepository for testing."""
-  client = AsyncMongoMockClient()
+  client = MongoClient()
   db = client.test_database
   repo = FileDocumentRepository(db)
-  await repo.initialize()
+  repo.initialize()
   return repo
 
 
@@ -107,14 +105,13 @@ def multiple_sample_files():
 class TestFileDocumentRepositoryInitialization:
   """Tests for repository initialization."""
   
-  @pytest.mark.asyncio
+  def test_i_can_initialize_repository(self):
-  async def test_i_can_initialize_repository(self):
     """Test repository initialization."""
     # Arrange
-    client = AsyncMongoMockClient()
+    client = MongoClient()
     db = client.test_database
     repo = FileDocumentRepository(db)
-    await repo.initialize()
+    repo.initialize()
     
     # Act & Assert (should not raise any exception)
     assert repo.db is not None
@@ -125,11 +122,10 @@ class TestFileDocumentRepositoryInitialization:
 class TestFileDocumentRepositoryCreation:
   """Tests for file document creation functionality."""
   
-  @pytest.mark.asyncio
+  def test_i_can_create_file_document(self, in_memory_repository, sample_file_document):
-  async def test_i_can_create_file_document(self, in_memory_repository, sample_file_document):
     """Test successful file document creation."""
     # Act
-    created_file = await in_memory_repository.create_document(sample_file_document)
+    created_file = in_memory_repository.create_document(sample_file_document)
     
     # Assert
     assert created_file is not None
@@ -144,46 +140,20 @@ class TestFileDocumentRepositoryCreation:
     assert created_file.id is not None
     assert isinstance(created_file.id, ObjectId)
   
-  @pytest.mark.asyncio
+  def test_i_can_create_file_document_without_id(self, in_memory_repository, sample_file_document):
-  async def test_i_can_create_file_document_without_id(self, in_memory_repository, sample_file_document):
     """Test creating file document with _id set to None (should be removed)."""
     # Arrange
     sample_file_document.id = None
     
     # Act
-    created_file = await in_memory_repository.create_document(sample_file_document)
+    created_file = in_memory_repository.create_document(sample_file_document)
     
     # Assert
     assert created_file is not None
     assert created_file.id is not None
     assert isinstance(created_file.id, ObjectId)
   
-  @pytest.mark.asyncio
+  def test_i_cannot_create_file_document_with_pymongo_error(self, in_memory_repository,
-  async def test_i_cannot_create_duplicate_file_document(self, in_memory_repository, sample_file_document):
-    """Test that creating file document with duplicate filepath raises DuplicateKeyError."""
-    # Arrange
-    await in_memory_repository.create_document(sample_file_document)
-    duplicate_file = FileDocument(
-      filename="different_name.pdf",
-      filepath=sample_file_document.filepath,  # Same filepath
-      file_type=FileType.PDF,
-      extraction_method=ExtractionMethod.OCR,
-      metadata={"different": "metadata"},
-      detected_at=datetime.now(),
-      file_hash="different_hash_123456789012345678901234567890123456789012345678",
-      encoding="utf-8",
-      file_size=2000,
-      mime_type="application/pdf"
-    )
-    
-    # Act & Assert
-    with pytest.raises(DuplicateKeyError) as exc_info:
-      await in_memory_repository.create_document(duplicate_file)
-    
-    assert "already exists" in str(exc_info.value)
-  
-  @pytest.mark.asyncio
-  async def test_i_cannot_create_file_document_with_pymongo_error(self, in_memory_repository,
                                                             sample_file_document, mocker):
     """Test handling of PyMongo errors during file document creation."""
     # Arrange
@@ -191,7 +161,7 @@ class TestFileDocumentRepositoryCreation:
     
     # Act & Assert
     with pytest.raises(ValueError) as exc_info:
-      await in_memory_repository.create_document(sample_file_document)
+      in_memory_repository.create_document(sample_file_document)
     
     assert "Failed to create file document" in str(exc_info.value)
 
@@ -199,14 +169,13 @@ class TestFileDocumentRepositoryCreation:
 class TestFileDocumentRepositoryFinding:
   """Tests for file document finding functionality."""
   
-  @pytest.mark.asyncio
+  def test_i_can_find_document_by_valid_id(self, in_memory_repository, sample_file_document):
-  async def test_i_can_find_document_by_valid_id(self, in_memory_repository, sample_file_document):
     """Test finding file document by valid ObjectId."""
     # Arrange
-    created_file = await in_memory_repository.create_document(sample_file_document)
+    created_file = in_memory_repository.create_document(sample_file_document)
     
     # Act
-    found_file = await in_memory_repository.find_document_by_id(str(created_file.id))
+    found_file = in_memory_repository.find_document_by_id(str(created_file.id))
     
     # Assert
     assert found_file is not None
@@ -214,81 +183,74 @@ class TestFileDocumentRepositoryFinding:
     assert found_file.filename == created_file.filename
     assert found_file.filepath == created_file.filepath
   
-  @pytest.mark.asyncio
+  def test_i_cannot_find_document_with_invalid_id(self, in_memory_repository):
-  async def test_i_cannot_find_document_with_invalid_id(self, in_memory_repository):
     """Test that invalid ObjectId returns None."""
     # Act
-    found_file = await in_memory_repository.find_document_by_id("invalid_id")
+    found_file = in_memory_repository.find_document_by_id("invalid_id")
     
     # Assert
     assert found_file is None
   
-  @pytest.mark.asyncio
+  def test_i_cannot_find_document_by_nonexistent_id(self, in_memory_repository):
-  async def test_i_cannot_find_document_by_nonexistent_id(self, in_memory_repository):
     """Test that nonexistent but valid ObjectId returns None."""
     # Arrange
     nonexistent_id = str(ObjectId())
     
     # Act
-    found_file = await in_memory_repository.find_document_by_id(nonexistent_id)
+    found_file = in_memory_repository.find_document_by_id(nonexistent_id)
     
     # Assert
     assert found_file is None
   
-  @pytest.mark.asyncio
+  def test_i_can_find_document_by_file_hash(self, in_memory_repository, sample_file_document):
-  async def test_i_can_find_document_by_file_hash(self, in_memory_repository, sample_file_document):
     """Test finding file document by file hash."""
     # Arrange
-    created_file = await in_memory_repository.create_document(sample_file_document)
+    created_file = in_memory_repository.create_document(sample_file_document)
     
     # Act
-    found_file = await in_memory_repository.find_document_by_hash(sample_file_document.file_hash)
+    found_file = in_memory_repository.find_document_by_hash(sample_file_document.file_hash)
     
     # Assert
     assert found_file is not None
     assert found_file.file_hash == created_file.file_hash
     assert found_file.id == created_file.id
   
-  @pytest.mark.asyncio
+  def test_i_cannot_find_document_with_nonexistent_file_hash(self, in_memory_repository):
-  async def test_i_cannot_find_document_with_nonexistent_file_hash(self, in_memory_repository):
     """Test that nonexistent file hash returns None."""
     # Act
-    found_file = await in_memory_repository.find_document_by_hash("nonexistent_hash")
+    found_file = in_memory_repository.find_document_by_hash("nonexistent_hash")
     
     # Assert
     assert found_file is None
   
-  @pytest.mark.asyncio
+  def test_i_can_find_document_by_filepath(self, in_memory_repository, sample_file_document):
-  async def test_i_can_find_document_by_filepath(self, in_memory_repository, sample_file_document):
     """Test finding file document by filepath."""
     # Arrange
-    created_file = await in_memory_repository.create_document(sample_file_document)
+    created_file = in_memory_repository.create_document(sample_file_document)
     
     # Act
-    found_file = await in_memory_repository.find_document_by_filepath(sample_file_document.filepath)
+    found_file = in_memory_repository.find_document_by_filepath(sample_file_document.filepath)
     
     # Assert
     assert found_file is not None
     assert found_file.filepath == created_file.filepath
     assert found_file.id == created_file.id
   
-  @pytest.mark.asyncio
+  def test_i_cannot_find_document_with_nonexistent_filepath(self, in_memory_repository):
-  async def test_i_cannot_find_document_with_nonexistent_filepath(self, in_memory_repository):
     """Test that nonexistent filepath returns None."""
     # Act
-    found_file = await in_memory_repository.find_document_by_filepath("/nonexistent/path/file.pdf")
+    found_file = in_memory_repository.find_document_by_filepath("/nonexistent/path/file.pdf")
     
     # Assert
     assert found_file is None
   
-  @pytest.mark.asyncio
+  def test_i_cannot_find_document_with_pymongo_error(self, in_memory_repository, mocker):
-  async def test_i_cannot_find_document_with_pymongo_error(self, in_memory_repository, mocker):
     """Test handling of PyMongo errors during file document finding."""
     # Arrange
     mocker.patch.object(in_memory_repository.collection, 'find_one', side_effect=PyMongoError("Database error"))
     
     # Act
-    found_file = await in_memory_repository.find_document_by_hash("test_hash")
+    found_file = in_memory_repository.find_document_by_hash("test_hash")
     
     # Assert
     assert found_file is None
@@ -297,16 +259,15 @@ class TestFileDocumentRepositoryFinding:
 class TestFileDocumentRepositoryNameMatching:
   """Tests for file document name matching functionality."""
   
-  @pytest.mark.asyncio
+  def test_i_can_find_documents_by_name_with_fuzzy_matching(self, in_memory_repository, multiple_sample_files):
-  async def test_i_can_find_documents_by_name_with_fuzzy_matching(self, in_memory_repository, multiple_sample_files):
     """Test finding file documents by filename using fuzzy matching."""
     # Arrange
     for file_doc in multiple_sample_files:
-      await in_memory_repository.create_document(file_doc)
+      in_memory_repository.create_document(file_doc)
     
     # Act
     fuzzy_method = FuzzyMatching(threshold=0.5)
-    found_files = await in_memory_repository.find_document_by_name("document", fuzzy_method)
+    found_files = in_memory_repository.find_document_by_name("document", fuzzy_method)
     
     # Assert
     assert len(found_files) >= 1
@@ -315,44 +276,41 @@ class TestFileDocumentRepositoryNameMatching:
     found_filenames = [f.filename for f in found_files]
     assert any("document" in fname.lower() for fname in found_filenames)
   
-  @pytest.mark.asyncio
+  def test_i_can_find_documents_by_name_with_subsequence_matching(self, in_memory_repository,
-  async def test_i_can_find_documents_by_name_with_subsequence_matching(self, in_memory_repository,
                                                                   multiple_sample_files):
     """Test finding file documents by filename using subsequence matching."""
     # Arrange
     for file_doc in multiple_sample_files:
-      await in_memory_repository.create_document(file_doc)
+      in_memory_repository.create_document(file_doc)
     
     # Act
     subsequence_method = SubsequenceMatching()
-    found_files = await in_memory_repository.find_document_by_name("doc", subsequence_method)
+    found_files = in_memory_repository.find_document_by_name("doc", subsequence_method)
     
     # Assert
     assert len(found_files) >= 1
     assert all(isinstance(file_doc, FileDocument) for file_doc in found_files)
   
-  @pytest.mark.asyncio
+  def test_i_can_find_documents_by_name_with_default_method(self, in_memory_repository, multiple_sample_files):
-  async def test_i_can_find_documents_by_name_with_default_method(self, in_memory_repository, multiple_sample_files):
     """Test finding file documents by filename with default matching method."""
     # Arrange
     for file_doc in multiple_sample_files:
-      await in_memory_repository.create_document(file_doc)
+      in_memory_repository.create_document(file_doc)
     
     # Act
-    found_files = await in_memory_repository.find_document_by_name("first")
+    found_files = in_memory_repository.find_document_by_name("first")
     
     # Assert
     assert len(found_files) >= 0
     assert all(isinstance(file_doc, FileDocument) for file_doc in found_files)
   
-  @pytest.mark.asyncio
+  def test_i_cannot_find_documents_by_name_with_pymongo_error(self, in_memory_repository, mocker):
-  async def test_i_cannot_find_documents_by_name_with_pymongo_error(self, in_memory_repository, mocker):
     """Test handling of PyMongo errors during document name matching."""
     # Arrange
     mocker.patch.object(in_memory_repository.collection, 'find', side_effect=PyMongoError("Database error"))
     
     # Act
-    found_files = await in_memory_repository.find_document_by_name("test")
+    found_files = in_memory_repository.find_document_by_name("test")
     
     # Assert
     assert found_files == []
@@ -361,30 +319,28 @@ class TestFileDocumentRepositoryNameMatching:
 class TestFileDocumentRepositoryListing:
   """Tests for file document listing functionality."""
   
-  @pytest.mark.asyncio
+  def test_i_can_list_documents_with_default_pagination(self, in_memory_repository, multiple_sample_files):
-  async def test_i_can_list_documents_with_default_pagination(self, in_memory_repository, multiple_sample_files):
     """Test listing file documents with default pagination."""
     # Arrange
     for file_doc in multiple_sample_files:
-      await in_memory_repository.create_document(file_doc)
+      in_memory_repository.create_document(file_doc)
     
     # Act
-    files = await in_memory_repository.list_documents()
+    files = in_memory_repository.list_documents()
     
     # Assert
     assert len(files) == len(multiple_sample_files)
     assert all(isinstance(file_doc, FileDocument) for file_doc in files)
   
-  @pytest.mark.asyncio
+  def test_i_can_list_documents_with_custom_pagination(self, in_memory_repository, multiple_sample_files):
-  async def test_i_can_list_documents_with_custom_pagination(self, in_memory_repository, multiple_sample_files):
     """Test listing file documents with custom pagination."""
     # Arrange
     for file_doc in multiple_sample_files:
-      await in_memory_repository.create_document(file_doc)
+      in_memory_repository.create_document(file_doc)
     
     # Act
-    files_page1 = await in_memory_repository.list_documents(skip=0, limit=2)
+    files_page1 = in_memory_repository.list_documents(skip=0, limit=2)
-    files_page2 = await in_memory_repository.list_documents(skip=2, limit=2)
+    files_page2 = in_memory_repository.list_documents(skip=2, limit=2)
     
     # Assert
     assert len(files_page1) == 2
@@ -395,8 +351,7 @@ class TestFileDocumentRepositoryListing:
     page2_ids = [file_doc.id for file_doc in files_page2]
     assert len(set(page1_ids).intersection(set(page2_ids))) == 0
   
-  @pytest.mark.asyncio
+  def test_i_can_list_documents_sorted_by_detected_at(self, in_memory_repository, sample_file_document):
-  async def test_i_can_list_documents_sorted_by_detected_at(self, in_memory_repository, sample_file_document):
     """Test that file documents are sorted by detected_at in descending order."""
     # Arrange
     file1 = sample_file_document.model_copy()
@@ -411,11 +366,11 @@ class TestFileDocumentRepositoryListing:
     file2.file_hash = "hash2" + "0" * 58
     file2.detected_at = datetime(2024, 1, 2, 10, 0, 0)  # Later date
     
-    created_file1 = await in_memory_repository.create_document(file1)
+    created_file1 = in_memory_repository.create_document(file1)
-    created_file2 = await in_memory_repository.create_document(file2)
+    created_file2 = in_memory_repository.create_document(file2)
     
     # Act
-    files = await in_memory_repository.list_documents()
+    files = in_memory_repository.list_documents()
     
     # Assert
     assert len(files) == 2
@@ -423,23 +378,21 @@ class TestFileDocumentRepositoryListing:
     assert files[0].id == created_file2.id
     assert files[1].id == created_file1.id
   
-  @pytest.mark.asyncio
+  def test_i_can_list_empty_documents(self, in_memory_repository):
-  async def test_i_can_list_empty_documents(self, in_memory_repository):
     """Test listing file documents from empty collection."""
     # Act
-    files = await in_memory_repository.list_documents()
+    files = in_memory_repository.list_documents()
     
     # Assert
     assert files == []
   
-  @pytest.mark.asyncio
+  def test_i_cannot_list_documents_with_pymongo_error(self, in_memory_repository, mocker):
-  async def test_i_cannot_list_documents_with_pymongo_error(self, in_memory_repository, mocker):
     """Test handling of PyMongo errors during file document listing."""
     # Arrange
     mocker.patch.object(in_memory_repository.collection, 'find', side_effect=PyMongoError("Database error"))
     
     # Act
-    files = await in_memory_repository.list_documents()
+    files = in_memory_repository.list_documents()
     
     # Assert
     assert files == []
@@ -448,15 +401,14 @@ class TestFileDocumentRepositoryListing:
 class TestFileDocumentRepositoryUpdate:
   """Tests for file document update functionality."""
   
-  @pytest.mark.asyncio
+  def test_i_can_update_document_successfully(self, in_memory_repository, sample_file_document,
-  async def test_i_can_update_document_successfully(self, in_memory_repository, sample_file_document,
                                               sample_update_data):
     """Test successful file document update."""
     # Arrange
-    created_file = await in_memory_repository.create_document(sample_file_document)
+    created_file = in_memory_repository.create_document(sample_file_document)
     
     # Act
-    updated_file = await in_memory_repository.update_document(str(created_file.id), sample_update_data)
+    updated_file = in_memory_repository.update_document(str(created_file.id), sample_update_data)
     
     # Assert
     assert updated_file is not None
@@ -467,15 +419,14 @@ class TestFileDocumentRepositoryUpdate:
     assert updated_file.filename == created_file.filename  # Unchanged fields remain
     assert updated_file.filepath == created_file.filepath
   
-  @pytest.mark.asyncio
+  def test_i_can_update_document_with_partial_data(self, in_memory_repository, sample_file_document):
-  async def test_i_can_update_document_with_partial_data(self, in_memory_repository, sample_file_document):
     """Test updating file document with partial data."""
     # Arrange
-    created_file = await in_memory_repository.create_document(sample_file_document)
+    created_file = in_memory_repository.create_document(sample_file_document)
     partial_update = {"file_size": 999999}
     
     # Act
-    updated_file = await in_memory_repository.update_document(str(created_file.id), partial_update)
+    updated_file = in_memory_repository.update_document(str(created_file.id), partial_update)
     
     # Assert
     assert updated_file is not None
@@ -483,30 +434,28 @@ class TestFileDocumentRepositoryUpdate:
     assert updated_file.filename == created_file.filename  # Should remain unchanged
     assert updated_file.metadata == created_file.metadata  # Should remain unchanged
   
-  @pytest.mark.asyncio
+  def test_i_can_update_document_filtering_none_values(self, in_memory_repository, sample_file_document):
-  async def test_i_can_update_document_filtering_none_values(self, in_memory_repository, sample_file_document):
     """Test that None values are filtered out from update data."""
     # Arrange
-    created_file = await in_memory_repository.create_document(sample_file_document)
+    created_file = in_memory_repository.create_document(sample_file_document)
     update_with_none = {"file_size": 777777, "metadata": None}
     
     # Act
-    updated_file = await in_memory_repository.update_document(str(created_file.id), update_with_none)
+    updated_file = in_memory_repository.update_document(str(created_file.id), update_with_none)
     
     # Assert
     assert updated_file is not None
     assert updated_file.file_size == 777777
     assert updated_file.metadata == created_file.metadata  # Should remain unchanged (None filtered out)
   
-  @pytest.mark.asyncio
+  def test_i_can_update_document_with_empty_data(self, in_memory_repository, sample_file_document):
-  async def test_i_can_update_document_with_empty_data(self, in_memory_repository, sample_file_document):
     """Test updating file document with empty data returns current document."""
     # Arrange
-    created_file = await in_memory_repository.create_document(sample_file_document)
+    created_file = in_memory_repository.create_document(sample_file_document)
     empty_update = {}
     
     # Act
-    result = await in_memory_repository.update_document(str(created_file.id), empty_update)
+    result = in_memory_repository.update_document(str(created_file.id), empty_update)
     
     # Assert
     assert result is not None
@@ -514,38 +463,35 @@ class TestFileDocumentRepositoryUpdate:
     assert result.filepath == created_file.filepath
     assert result.metadata == created_file.metadata
   
-  @pytest.mark.asyncio
+  def test_i_cannot_update_document_with_invalid_id(self, in_memory_repository, sample_update_data):
-  async def test_i_cannot_update_document_with_invalid_id(self, in_memory_repository, sample_update_data):
     """Test that updating with invalid ID returns None."""
     # Act
-    result = await in_memory_repository.update_document("invalid_id", sample_update_data)
+    result = in_memory_repository.update_document("invalid_id", sample_update_data)
     
     # Assert
     assert result is None
   
-  @pytest.mark.asyncio
+  def test_i_cannot_update_nonexistent_document(self, in_memory_repository, sample_update_data):
-  async def test_i_cannot_update_nonexistent_document(self, in_memory_repository, sample_update_data):
     """Test that updating nonexistent file document returns None."""
     # Arrange
     nonexistent_id = str(ObjectId())
     
     # Act
-    result = await in_memory_repository.update_document(nonexistent_id, sample_update_data)
+    result = in_memory_repository.update_document(nonexistent_id, sample_update_data)
     
     # Assert
     assert result is None
   
-  @pytest.mark.asyncio
+  def test_i_cannot_update_document_with_pymongo_error(self, in_memory_repository, sample_file_document,
-  async def test_i_cannot_update_document_with_pymongo_error(self, in_memory_repository, sample_file_document,
                                                        sample_update_data, mocker):
     """Test handling of PyMongo errors during file document update."""
     # Arrange
-    created_file = await in_memory_repository.create_document(sample_file_document)
+    created_file = in_memory_repository.create_document(sample_file_document)
     mocker.patch.object(in_memory_repository.collection, 'find_one_and_update',
                         side_effect=PyMongoError("Database error"))
     
     # Act
-    result = await in_memory_repository.update_document(str(created_file.id), sample_update_data)
+    result = in_memory_repository.update_document(str(created_file.id), sample_update_data)
     
     # Assert
     assert result is None
@@ -554,52 +500,48 @@ class TestFileDocumentRepositoryUpdate:
 class TestFileDocumentRepositoryDeletion:
   """Tests for file document deletion functionality."""
   
-  @pytest.mark.asyncio
+  def test_i_can_delete_existing_document(self, in_memory_repository, sample_file_document):
-  async def test_i_can_delete_existing_document(self, in_memory_repository, sample_file_document):
     """Test successful file document deletion."""
     # Arrange
-    created_file = await in_memory_repository.create_document(sample_file_document)
+    created_file = in_memory_repository.create_document(sample_file_document)
     
     # Act
-    deletion_result = await in_memory_repository.delete_document(str(created_file.id))
+    deletion_result = in_memory_repository.delete_document(str(created_file.id))
     
     # Assert
     assert deletion_result is True
     
     # Verify document is actually deleted
-    found_file = await in_memory_repository.find_document_by_id(str(created_file.id))
+    found_file = in_memory_repository.find_document_by_id(str(created_file.id))
     assert found_file is None
   
-  @pytest.mark.asyncio
+  def test_i_cannot_delete_document_with_invalid_id(self, in_memory_repository):
-  async def test_i_cannot_delete_document_with_invalid_id(self, in_memory_repository):
     """Test that deleting with invalid ID returns False."""
     # Act
-    result = await in_memory_repository.delete_document("invalid_id")
+    result = in_memory_repository.delete_document("invalid_id")
     
     # Assert
     assert result is False
   
-  @pytest.mark.asyncio
+  def test_i_cannot_delete_nonexistent_document(self, in_memory_repository):
-  async def test_i_cannot_delete_nonexistent_document(self, in_memory_repository):
     """Test that deleting nonexistent file document returns False."""
     # Arrange
     nonexistent_id = str(ObjectId())
     
     # Act
-    result = await in_memory_repository.delete_document(nonexistent_id)
+    result = in_memory_repository.delete_document(nonexistent_id)
     
     # Assert
     assert result is False
   
-  @pytest.mark.asyncio
+  def test_i_cannot_delete_document_with_pymongo_error(self, in_memory_repository, sample_file_document, mocker):
-  async def test_i_cannot_delete_document_with_pymongo_error(self, in_memory_repository, sample_file_document, mocker):
     """Test handling of PyMongo errors during file document deletion."""
     # Arrange
-    created_file = await in_memory_repository.create_document(sample_file_document)
+    created_file = in_memory_repository.create_document(sample_file_document)
     mocker.patch.object(in_memory_repository.collection, 'delete_one', side_effect=PyMongoError("Database error"))
     
     # Act
-    result = await in_memory_repository.delete_document(str(created_file.id))
+    result = in_memory_repository.delete_document(str(created_file.id))
     
     # Assert
     assert result is False
@@ -608,36 +550,33 @@ class TestFileDocumentRepositoryDeletion:
 class TestFileDocumentRepositoryUtilities:
   """Tests for utility methods."""
   
-  @pytest.mark.asyncio
+  def test_i_can_count_documents(self, in_memory_repository, sample_file_document):
-  async def test_i_can_count_documents(self, in_memory_repository, sample_file_document):
     """Test counting file documents."""
     # Arrange
-    initial_count = await in_memory_repository.count_documents()
+    initial_count = in_memory_repository.count_documents()
-    await in_memory_repository.create_document(sample_file_document)
+    in_memory_repository.create_document(sample_file_document)
     
     # Act
-    final_count = await in_memory_repository.count_documents()
+    final_count = in_memory_repository.count_documents()
     
     # Assert
     assert final_count == initial_count + 1
   
-  @pytest.mark.asyncio
+  def test_i_can_count_zero_documents(self, in_memory_repository):
-  async def test_i_can_count_zero_documents(self, in_memory_repository):
     """Test counting file documents in empty collection."""
     # Act
-    count = await in_memory_repository.count_documents()
+    count = in_memory_repository.count_documents()
     
     # Assert
     assert count == 0
   
-  @pytest.mark.asyncio
+  def test_i_cannot_count_documents_with_pymongo_error(self, in_memory_repository, mocker):
-  async def test_i_cannot_count_documents_with_pymongo_error(self, in_memory_repository, mocker):
     """Test handling of PyMongo errors during file document counting."""
     # Arrange
     mocker.patch.object(in_memory_repository.collection, 'count_documents', side_effect=PyMongoError("Database error"))
     
     # Act
-    count = await in_memory_repository.count_documents()
+    count = in_memory_repository.count_documents()
     
     # Assert
     assert count == 0

tests/repositories/test_job_repository.py

@@ -1,5 +1,5 @@
 """
-Test suite for JobRepository with async/await support.
+Test suite for JobRepository with async/support.
 
 This module contains comprehensive tests for all JobRepository methods
 using mongomock-motor for in-memory MongoDB testing.
@@ -8,8 +8,8 @@ using mongomock-motor for in-memory MongoDB testing.
 from datetime import datetime
 
 import pytest
-import pytest_asyncio
 from bson import ObjectId
+from mongomock.mongo_client import MongoClient
 from mongomock_motor import AsyncMongoMockClient
 from pymongo.errors import PyMongoError
 
@@ -19,13 +19,13 @@ from app.models.job import ProcessingJob, ProcessingStatus
 from app.models.types import PyObjectId
 
 
-@pytest_asyncio.fixture
+@pytest.fixture
-async def in_memory_repository():
+def in_memory_repository():
   """Create an in-memory JobRepository for testing."""
-  client = AsyncMongoMockClient()
+  client = MongoClient()
   db = client.test_database
   repo = JobRepository(db)
-  await repo.initialize()
+  repo.initialize()
   return repo
 
 
@@ -82,8 +82,7 @@ def multiple_sample_jobs():
 class TestJobRepositoryInitialization:
   """Tests for repository initialization."""
   
-  @pytest.mark.asyncio
+  def test_i_can_initialize_repository(self):
-  async def test_i_can_initialize_repository(self):
     """Test repository initialization."""
     # Arrange
     client = AsyncMongoMockClient()
@@ -91,7 +90,7 @@ class TestJobRepositoryInitialization:
     repo = JobRepository(db)
     
     # Act
-    initialized_repo = await repo.initialize()
+    initialized_repo = repo.initialize()
     
     # Assert
     assert initialized_repo is repo
@@ -102,11 +101,10 @@ class TestJobRepositoryInitialization:
 class TestJobRepositoryCreation:
   """Tests for job creation functionality."""
   
-  @pytest.mark.asyncio
+  def test_i_can_create_job_with_task_id(self, in_memory_repository, sample_document_id, sample_task_id):
-  async def test_i_can_create_job_with_task_id(self, in_memory_repository, sample_document_id, sample_task_id):
     """Test successful job creation with task ID."""
     # Act
-    created_job = await in_memory_repository.create_job(sample_document_id, sample_task_id)
+    created_job = in_memory_repository.create_job(sample_document_id, sample_task_id)
     
     # Assert
     assert created_job is not None
@@ -120,11 +118,10 @@ class TestJobRepositoryCreation:
     assert created_job.id is not None
     assert isinstance(created_job.id, ObjectId)
   
-  @pytest.mark.asyncio
+  def test_i_can_create_job_without_task_id(self, in_memory_repository, sample_document_id):
-  async def test_i_can_create_job_without_task_id(self, in_memory_repository, sample_document_id):
     """Test successful job creation without task ID."""
     # Act
-    created_job = await in_memory_repository.create_job(sample_document_id)
+    created_job = in_memory_repository.create_job(sample_document_id)
     
     # Assert
     assert created_job is not None
@@ -138,28 +135,26 @@ class TestJobRepositoryCreation:
     assert created_job.id is not None
     assert isinstance(created_job.id, ObjectId)
   
-  @pytest.mark.asyncio
+  def test_i_cannot_create_duplicate_job_for_document(self, in_memory_repository, sample_document_id,
-  async def test_i_cannot_create_duplicate_job_for_document(self, in_memory_repository, sample_document_id,
                                                       sample_task_id):
     """Test that creating job with duplicate document_id raises DuplicateKeyError."""
     # Arrange
-    await in_memory_repository.create_job(sample_document_id, sample_task_id)
+    in_memory_repository.create_job(sample_document_id, sample_task_id)
     
     # Act & Assert
     with pytest.raises(JobRepositoryError) as exc_info:
-      await in_memory_repository.create_job(sample_document_id, "different-task-id")
+      in_memory_repository.create_job(sample_document_id, "different-task-id")
     
     assert "create_job" in str(exc_info.value)
   
-  @pytest.mark.asyncio
+  def test_i_cannot_create_job_with_pymongo_error(self, in_memory_repository, sample_document_id, mocker):
-  async def test_i_cannot_create_job_with_pymongo_error(self, in_memory_repository, sample_document_id, mocker):
     """Test handling of PyMongo errors during job creation."""
     # Arrange
     mocker.patch.object(in_memory_repository.collection, 'insert_one', side_effect=PyMongoError("Database error"))
     
     # Act & Assert
     with pytest.raises(JobRepositoryError) as exc_info:
-      await in_memory_repository.create_job(sample_document_id)
+      in_memory_repository.create_job(sample_document_id)
     
     assert "create_job" in str(exc_info.value)
 
@@ -167,14 +162,13 @@ class TestJobRepositoryCreation:
 class TestJobRepositoryFinding:
   """Tests for job finding functionality."""
   
-  @pytest.mark.asyncio
+  def test_i_can_find_job_by_valid_id(self, in_memory_repository, sample_document_id, sample_task_id):
-  async def test_i_can_find_job_by_valid_id(self, in_memory_repository, sample_document_id, sample_task_id):
     """Test finding job by valid ObjectId."""
     # Arrange
-    created_job = await in_memory_repository.create_job(sample_document_id, sample_task_id)
+    created_job = in_memory_repository.create_job(sample_document_id, sample_task_id)
     
     # Act
-    found_job = await in_memory_repository.find_job_by_id(created_job.id)
+    found_job = in_memory_repository.find_job_by_id(created_job.id)
     
     # Assert
     assert found_job is not None
@@ -183,97 +177,90 @@ class TestJobRepositoryFinding:
     assert found_job.task_id == created_job.task_id
     assert found_job.status == created_job.status
   
-  @pytest.mark.asyncio
+  def test_i_cannot_find_job_by_nonexistent_id(self, in_memory_repository):
-  async def test_i_cannot_find_job_by_nonexistent_id(self, in_memory_repository):
     """Test that nonexistent ObjectId returns None."""
     # Arrange
     nonexistent_id = PyObjectId()
     
     # Act
-    found_job = await in_memory_repository.find_job_by_id(nonexistent_id)
+    found_job = in_memory_repository.find_job_by_id(nonexistent_id)
     
     # Assert
     assert found_job is None
   
-  @pytest.mark.asyncio
+  def test_i_cannot_find_job_with_pymongo_error(self, in_memory_repository, mocker):
-  async def test_i_cannot_find_job_with_pymongo_error(self, in_memory_repository, mocker):
     """Test handling of PyMongo errors during job finding."""
     # Arrange
     mocker.patch.object(in_memory_repository.collection, 'find_one', side_effect=PyMongoError("Database error"))
     
     # Act & Assert
     with pytest.raises(JobRepositoryError) as exc_info:
-      await in_memory_repository.find_job_by_id(PyObjectId())
+      in_memory_repository.find_job_by_id(PyObjectId())
     
     assert "get_job_by_id" in str(exc_info.value)
   
-  @pytest.mark.asyncio
+  def test_i_can_find_jobs_by_document_id(self, in_memory_repository, sample_document_id, sample_task_id):
-  async def test_i_can_find_jobs_by_document_id(self, in_memory_repository, sample_document_id, sample_task_id):
     """Test finding jobs by document ID."""
     # Arrange
-    created_job = await in_memory_repository.create_job(sample_document_id, sample_task_id)
+    created_job = in_memory_repository.create_job(sample_document_id, sample_task_id)
     
     # Act
-    found_jobs = await in_memory_repository.find_jobs_by_document_id(sample_document_id)
+    found_jobs = in_memory_repository.find_jobs_by_document_id(sample_document_id)
     
     # Assert
     assert len(found_jobs) == 1
     assert found_jobs[0].id == created_job.id
     assert found_jobs[0].document_id == sample_document_id
   
-  @pytest.mark.asyncio
+  def test_i_can_find_empty_jobs_list_for_nonexistent_document(self, in_memory_repository):
-  async def test_i_can_find_empty_jobs_list_for_nonexistent_document(self, in_memory_repository):
     """Test that nonexistent document ID returns empty list."""
     # Arrange
     nonexistent_id = ObjectId()
     
     # Act
-    found_jobs = await in_memory_repository.find_jobs_by_document_id(nonexistent_id)
+    found_jobs = in_memory_repository.find_jobs_by_document_id(nonexistent_id)
     
     # Assert
     assert found_jobs == []
   
-  @pytest.mark.asyncio
+  def test_i_cannot_find_jobs_by_document_with_pymongo_error(self, in_memory_repository, mocker):
-  async def test_i_cannot_find_jobs_by_document_with_pymongo_error(self, in_memory_repository, mocker):
     """Test handling of PyMongo errors during finding jobs by document ID."""
     # Arrange
     mocker.patch.object(in_memory_repository.collection, 'find', side_effect=PyMongoError("Database error"))
     
     # Act & Assert
     with pytest.raises(JobRepositoryError) as exc_info:
-      await in_memory_repository.find_jobs_by_document_id(PyObjectId())
+      in_memory_repository.find_jobs_by_document_id(PyObjectId())
     
     assert "get_jobs_by_file_id" in str(exc_info.value)
   
-  @pytest.mark.asyncio
   @pytest.mark.parametrize("status", [
       ProcessingStatus.PENDING,
       ProcessingStatus.PROCESSING,
       ProcessingStatus.COMPLETED
   ])
-  async def test_i_can_find_jobs_by_pending_status(self, in_memory_repository, sample_document_id, status):
+  def test_i_can_find_jobs_by_pending_status(self, in_memory_repository, sample_document_id, status):
     """Test finding jobs by PENDING status."""
     # Arrange
-    created_job = await in_memory_repository.create_job(sample_document_id)
+    created_job = in_memory_repository.create_job(sample_document_id)
-    await in_memory_repository.update_job_status(created_job.id, status)
+    in_memory_repository.update_job_status(created_job.id, status)
     
     # Act
-    found_jobs = await in_memory_repository.get_jobs_by_status(status)
+    found_jobs = in_memory_repository.get_jobs_by_status(status)
     
     # Assert
     assert len(found_jobs) == 1
     assert found_jobs[0].id == created_job.id
     assert found_jobs[0].status == status
   
-  @pytest.mark.asyncio
+  def test_i_can_find_jobs_by_failed_status(self, in_memory_repository, sample_document_id):
-  async def test_i_can_find_jobs_by_failed_status(self, in_memory_repository, sample_document_id):
     """Test finding jobs by FAILED status."""
     # Arrange
-    created_job = await in_memory_repository.create_job(sample_document_id)
+    created_job = in_memory_repository.create_job(sample_document_id)
-    await in_memory_repository.update_job_status(created_job.id, ProcessingStatus.FAILED, "Test error")
+    in_memory_repository.update_job_status(created_job.id, ProcessingStatus.FAILED, "Test error")
     
     # Act
-    found_jobs = await in_memory_repository.get_jobs_by_status(ProcessingStatus.FAILED)
+    found_jobs = in_memory_repository.get_jobs_by_status(ProcessingStatus.FAILED)
     
     # Assert
     assert len(found_jobs) == 1
@@ -281,24 +268,22 @@ class TestJobRepositoryFinding:
     assert found_jobs[0].status == ProcessingStatus.FAILED
     assert found_jobs[0].error_message == "Test error"
   
-  @pytest.mark.asyncio
+  def test_i_can_find_empty_jobs_list_for_unused_status(self, in_memory_repository):
-  async def test_i_can_find_empty_jobs_list_for_unused_status(self, in_memory_repository):
     """Test that unused status returns empty list."""
     # Act
-    found_jobs = await in_memory_repository.get_jobs_by_status(ProcessingStatus.COMPLETED)
+    found_jobs = in_memory_repository.get_jobs_by_status(ProcessingStatus.COMPLETED)
     
     # Assert
     assert found_jobs == []
   
-  @pytest.mark.asyncio
+  def test_i_cannot_find_jobs_by_status_with_pymongo_error(self, in_memory_repository, mocker):
-  async def test_i_cannot_find_jobs_by_status_with_pymongo_error(self, in_memory_repository, mocker):
     """Test handling of PyMongo errors during finding jobs by status."""
     # Arrange
     mocker.patch.object(in_memory_repository.collection, 'find', side_effect=PyMongoError("Database error"))
     
     # Act & Assert
     with pytest.raises(JobRepositoryError) as exc_info:
-      await in_memory_repository.get_jobs_by_status(ProcessingStatus.PENDING)
+      in_memory_repository.get_jobs_by_status(ProcessingStatus.PENDING)
     
     assert "get_jobs_by_status" in str(exc_info.value)
 
@@ -306,14 +291,13 @@ class TestJobRepositoryFinding:
 class TestJobRepositoryStatusUpdate:
   """Tests for job status update functionality."""
   
-  @pytest.mark.asyncio
+  def test_i_can_update_job_status_to_processing(self, in_memory_repository, sample_document_id):
-  async def test_i_can_update_job_status_to_processing(self, in_memory_repository, sample_document_id):
     """Test updating job status to PROCESSING with started_at timestamp."""
     # Arrange
-    created_job = await in_memory_repository.create_job(sample_document_id)
+    created_job = in_memory_repository.create_job(sample_document_id)
     
     # Act
-    updated_job = await in_memory_repository.update_job_status(created_job.id, ProcessingStatus.PROCESSING)
+    updated_job = in_memory_repository.update_job_status(created_job.id, ProcessingStatus.PROCESSING)
     
     # Assert
     assert updated_job is not None
@@ -323,15 +307,14 @@ class TestJobRepositoryStatusUpdate:
     assert updated_job.completed_at is None
     assert updated_job.error_message is None
   
-  @pytest.mark.asyncio
+  def test_i_can_update_job_status_to_completed(self, in_memory_repository, sample_document_id):
-  async def test_i_can_update_job_status_to_completed(self, in_memory_repository, sample_document_id):
     """Test updating job status to COMPLETED with completed_at timestamp."""
     # Arrange
-    created_job = await in_memory_repository.create_job(sample_document_id)
+    created_job = in_memory_repository.create_job(sample_document_id)
-    await in_memory_repository.update_job_status(created_job.id, ProcessingStatus.PROCESSING)
+    in_memory_repository.update_job_status(created_job.id, ProcessingStatus.PROCESSING)
     
     # Act
-    updated_job = await in_memory_repository.update_job_status(created_job.id, ProcessingStatus.COMPLETED)
+    updated_job = in_memory_repository.update_job_status(created_job.id, ProcessingStatus.COMPLETED)
     
     # Assert
     assert updated_job is not None
@@ -341,15 +324,14 @@ class TestJobRepositoryStatusUpdate:
     assert updated_job.completed_at is not None
     assert updated_job.error_message is None
   
-  @pytest.mark.asyncio
+  def test_i_can_update_job_status_to_failed_with_error(self, in_memory_repository, sample_document_id):
-  async def test_i_can_update_job_status_to_failed_with_error(self, in_memory_repository, sample_document_id):
     """Test updating job status to FAILED with error message and completed_at timestamp."""
     # Arrange
-    created_job = await in_memory_repository.create_job(sample_document_id)
+    created_job = in_memory_repository.create_job(sample_document_id)
     error_message = "Processing failed due to invalid format"
     
     # Act
-    updated_job = await in_memory_repository.update_job_status(
+    updated_job = in_memory_repository.update_job_status(
       created_job.id, ProcessingStatus.FAILED, error_message
     )
     
@@ -360,14 +342,13 @@ class TestJobRepositoryStatusUpdate:
     assert updated_job.completed_at is not None
     assert updated_job.error_message == error_message
   
-  @pytest.mark.asyncio
+  def test_i_can_update_job_status_to_failed_without_error(self, in_memory_repository, sample_document_id):
-  async def test_i_can_update_job_status_to_failed_without_error(self, in_memory_repository, sample_document_id):
     """Test updating job status to FAILED without error message."""
     # Arrange
-    created_job = await in_memory_repository.create_job(sample_document_id)
+    created_job = in_memory_repository.create_job(sample_document_id)
     
     # Act
-    updated_job = await in_memory_repository.update_job_status(created_job.id, ProcessingStatus.FAILED)
+    updated_job = in_memory_repository.update_job_status(created_job.id, ProcessingStatus.FAILED)
     
     # Assert
     assert updated_job is not None
@@ -376,29 +357,27 @@ class TestJobRepositoryStatusUpdate:
     assert updated_job.completed_at is not None
     assert updated_job.error_message is None
   
-  @pytest.mark.asyncio
+  def test_i_cannot_update_nonexistent_job_status(self, in_memory_repository):
-  async def test_i_cannot_update_nonexistent_job_status(self, in_memory_repository):
     """Test that updating nonexistent job returns None."""
     # Arrange
     nonexistent_id = ObjectId()
     
     # Act
-    result = await in_memory_repository.update_job_status(nonexistent_id, ProcessingStatus.COMPLETED)
+    result = in_memory_repository.update_job_status(nonexistent_id, ProcessingStatus.COMPLETED)
     
     # Assert
     assert result is None
   
-  @pytest.mark.asyncio
+  def test_i_cannot_update_job_status_with_pymongo_error(self, in_memory_repository, sample_document_id, mocker):
-  async def test_i_cannot_update_job_status_with_pymongo_error(self, in_memory_repository, sample_document_id, mocker):
     """Test handling of PyMongo errors during job status update."""
     # Arrange
-    created_job = await in_memory_repository.create_job(sample_document_id)
+    created_job = in_memory_repository.create_job(sample_document_id)
     mocker.patch.object(in_memory_repository.collection, 'find_one_and_update',
                         side_effect=PyMongoError("Database error"))
     
     # Act & Assert
     with pytest.raises(JobRepositoryError) as exc_info:
-      await in_memory_repository.update_job_status(created_job.id, ProcessingStatus.COMPLETED)
+      in_memory_repository.update_job_status(created_job.id, ProcessingStatus.COMPLETED)
     
     assert "update_job_status" in str(exc_info.value)
 
@@ -406,44 +385,41 @@ class TestJobRepositoryStatusUpdate:
 class TestJobRepositoryDeletion:
   """Tests for job deletion functionality."""
   
-  @pytest.mark.asyncio
+  def test_i_can_delete_existing_job(self, in_memory_repository, sample_document_id):
-  async def test_i_can_delete_existing_job(self, in_memory_repository, sample_document_id):
     """Test successful job deletion."""
     # Arrange
-    created_job = await in_memory_repository.create_job(sample_document_id)
+    created_job = in_memory_repository.create_job(sample_document_id)
     
     # Act
-    deletion_result = await in_memory_repository.delete_job(created_job.id)
+    deletion_result = in_memory_repository.delete_job(created_job.id)
     
     # Assert
     assert deletion_result is True
     
     # Verify job is actually deleted
-    found_job = await in_memory_repository.find_job_by_id(created_job.id)
+    found_job = in_memory_repository.find_job_by_id(created_job.id)
     assert found_job is None
   
-  @pytest.mark.asyncio
+  def test_i_cannot_delete_nonexistent_job(self, in_memory_repository):
-  async def test_i_cannot_delete_nonexistent_job(self, in_memory_repository):
     """Test that deleting nonexistent job returns False."""
     # Arrange
     nonexistent_id = ObjectId()
     
     # Act
-    result = await in_memory_repository.delete_job(nonexistent_id)
+    result = in_memory_repository.delete_job(nonexistent_id)
     
     # Assert
     assert result is False
   
-  @pytest.mark.asyncio
+  def test_i_cannot_delete_job_with_pymongo_error(self, in_memory_repository, sample_document_id, mocker):
-  async def test_i_cannot_delete_job_with_pymongo_error(self, in_memory_repository, sample_document_id, mocker):
     """Test handling of PyMongo errors during job deletion."""
     # Arrange
-    created_job = await in_memory_repository.create_job(sample_document_id)
+    created_job = in_memory_repository.create_job(sample_document_id)
     mocker.patch.object(in_memory_repository.collection, 'delete_one', side_effect=PyMongoError("Database error"))
     
     # Act & Assert
     with pytest.raises(JobRepositoryError) as exc_info:
-      await in_memory_repository.delete_job(created_job.id)
+      in_memory_repository.delete_job(created_job.id)
     
     assert "delete_job" in str(exc_info.value)
 
@@ -451,38 +427,36 @@ class TestJobRepositoryDeletion:
 class TestJobRepositoryComplexScenarios:
   """Tests for complex job repository scenarios."""
   
-  @pytest.mark.asyncio
+  def test_i_can_handle_complete_job_lifecycle(self, in_memory_repository, sample_document_id, sample_task_id):
-  async def test_i_can_handle_complete_job_lifecycle(self, in_memory_repository, sample_document_id, sample_task_id):
     """Test complete job lifecycle from creation to completion."""
     # Create job
-    job = await in_memory_repository.create_job(sample_document_id, sample_task_id)
+    job = in_memory_repository.create_job(sample_document_id, sample_task_id)
     assert job.status == ProcessingStatus.PENDING
     assert job.started_at is None
     assert job.completed_at is None
     
     # Start processing
-    job = await in_memory_repository.update_job_status(job.id, ProcessingStatus.PROCESSING)
+    job = in_memory_repository.update_job_status(job.id, ProcessingStatus.PROCESSING)
     assert job.status == ProcessingStatus.PROCESSING
     assert job.started_at is not None
     assert job.completed_at is None
     
     # Complete job
-    job = await in_memory_repository.update_job_status(job.id, ProcessingStatus.COMPLETED)
+    job = in_memory_repository.update_job_status(job.id, ProcessingStatus.COMPLETED)
     assert job.status == ProcessingStatus.COMPLETED
     assert job.started_at is not None
     assert job.completed_at is not None
     assert job.error_message is None
   
-  @pytest.mark.asyncio
+  def test_i_can_handle_job_failure_scenario(self, in_memory_repository, sample_document_id, sample_task_id):
-  async def test_i_can_handle_job_failure_scenario(self, in_memory_repository, sample_document_id, sample_task_id):
     """Test job failure scenario with error message."""
     # Create and start job
-    job = await in_memory_repository.create_job(sample_document_id, sample_task_id)
+    job = in_memory_repository.create_job(sample_document_id, sample_task_id)
-    job = await in_memory_repository.update_job_status(job.id, ProcessingStatus.PROCESSING)
+    job = in_memory_repository.update_job_status(job.id, ProcessingStatus.PROCESSING)
     
     # Fail job with error
     error_msg = "File format not supported"
-    job = await in_memory_repository.update_job_status(job.id, ProcessingStatus.FAILED, error_msg)
+    job = in_memory_repository.update_job_status(job.id, ProcessingStatus.FAILED, error_msg)
     
     # Assert failure state
     assert job.status == ProcessingStatus.FAILED
@@ -490,28 +464,27 @@ class TestJobRepositoryComplexScenarios:
     assert job.completed_at is not None
     assert job.error_message == error_msg
   
-  @pytest.mark.asyncio
+  def test_i_can_handle_multiple_documents_with_different_statuses(self, in_memory_repository):
-  async def test_i_can_handle_multiple_documents_with_different_statuses(self, in_memory_repository):
     """Test managing multiple jobs for different documents with various statuses."""
     # Create jobs for different documents
     doc1 = PyObjectId()
     doc2 = PyObjectId()
     doc3 = PyObjectId()
     
-    job1 = await in_memory_repository.create_job(doc1, "task-1")
+    job1 = in_memory_repository.create_job(doc1, "task-1")
-    job2 = await in_memory_repository.create_job(doc2, "task-2")
+    job2 = in_memory_repository.create_job(doc2, "task-2")
-    job3 = await in_memory_repository.create_job(doc3, "task-3")
+    job3 = in_memory_repository.create_job(doc3, "task-3")
     
     # Update to different statuses
-    await in_memory_repository.update_job_status(job1.id, ProcessingStatus.PROCESSING)
+    in_memory_repository.update_job_status(job1.id, ProcessingStatus.PROCESSING)
-    await in_memory_repository.update_job_status(job2.id, ProcessingStatus.COMPLETED)
+    in_memory_repository.update_job_status(job2.id, ProcessingStatus.COMPLETED)
-    await in_memory_repository.update_job_status(job3.id, ProcessingStatus.FAILED, "Error occurred")
+    in_memory_repository.update_job_status(job3.id, ProcessingStatus.FAILED, "Error occurred")
     
     # Verify status queries
-    pending_jobs = await in_memory_repository.get_jobs_by_status(ProcessingStatus.PENDING)
+    pending_jobs = in_memory_repository.get_jobs_by_status(ProcessingStatus.PENDING)
-    processing_jobs = await in_memory_repository.get_jobs_by_status(ProcessingStatus.PROCESSING)
+    processing_jobs = in_memory_repository.get_jobs_by_status(ProcessingStatus.PROCESSING)
-    completed_jobs = await in_memory_repository.get_jobs_by_status(ProcessingStatus.COMPLETED)
+    completed_jobs = in_memory_repository.get_jobs_by_status(ProcessingStatus.COMPLETED)
-    failed_jobs = await in_memory_repository.get_jobs_by_status(ProcessingStatus.FAILED)
+    failed_jobs = in_memory_repository.get_jobs_by_status(ProcessingStatus.FAILED)
     
     assert len(pending_jobs) == 0
     assert len(processing_jobs) == 1

tests/repositories/test_user_repository.py

@@ -1,29 +1,26 @@
 """
-Test suite for UserRepository with async/await support.
+Test suite for UserRepository with async/support.
 
 This module contains comprehensive tests for all UserRepository methods
 using mongomock-motor for in-memory MongoDB testing.
 """
 
 import pytest
-from datetime import datetime
-
-import pytest_asyncio
 from bson import ObjectId
+from mongomock.mongo_client import MongoClient
 from pymongo.errors import DuplicateKeyError
-from mongomock_motor import AsyncMongoMockClient
 
 from app.database.repositories.user_repository import UserRepository
-from app.models.user import UserCreate, UserUpdate, UserInDB
+from app.models.user import UserCreate, UserUpdate
 
 
-@pytest_asyncio.fixture
+@pytest.fixture
-async def in_memory_repository():
+def in_memory_repository():
   """Create an in-memory UserRepository for testing."""
-  client = AsyncMongoMockClient()
+  client = MongoClient()
   db = client.test_database
   repo = UserRepository(db)
-  await repo.initialize()
+  repo.initialize()
   return repo
 
 
@@ -51,11 +48,10 @@ def sample_user_update():
 class TestUserRepositoryCreation:
   """Tests for user creation functionality."""
   
-  @pytest.mark.asyncio
+  def test_i_can_create_user(self, in_memory_repository, sample_user_create):
-  async def test_i_can_create_user(self, in_memory_repository, sample_user_create):
     """Test successful user creation."""
     # Act
-    created_user = await in_memory_repository.create_user(sample_user_create)
+    created_user = in_memory_repository.create_user(sample_user_create)
     
     # Assert
     assert created_user is not None
@@ -68,15 +64,14 @@ class TestUserRepositoryCreation:
     assert created_user.updated_at is not None
     assert created_user.hashed_password != sample_user_create.password  # Should be hashed
   
-  @pytest.mark.asyncio
+  def test_i_cannot_create_user_with_duplicate_username(self, in_memory_repository, sample_user_create):
-  async def test_i_cannot_create_user_with_duplicate_username(self, in_memory_repository, sample_user_create):
     """Test that creating user with duplicate username raises DuplicateKeyError."""
     # Arrange
-    await in_memory_repository.create_user(sample_user_create)
+    in_memory_repository.create_user(sample_user_create)
     
     # Act & Assert
     with pytest.raises(DuplicateKeyError) as exc_info:
-      await in_memory_repository.create_user(sample_user_create)
+      in_memory_repository.create_user(sample_user_create)
     
     assert "already exists" in str(exc_info.value)
 
@@ -84,14 +79,13 @@ class TestUserRepositoryCreation:
 class TestUserRepositoryFinding:
   """Tests for user finding functionality."""
   
-  @pytest.mark.asyncio
+  def test_i_can_find_user_by_id(self, in_memory_repository, sample_user_create):
-  async def test_i_can_find_user_by_id(self, in_memory_repository, sample_user_create):
     """Test finding user by valid ID."""
     # Arrange
-    created_user = await in_memory_repository.create_user(sample_user_create)
+    created_user = in_memory_repository.create_user(sample_user_create)
     
     # Act
-    found_user = await in_memory_repository.find_user_by_id(str(created_user.id))
+    found_user = in_memory_repository.find_user_by_id(str(created_user.id))
     
     # Assert
     assert found_user is not None
@@ -99,69 +93,63 @@ class TestUserRepositoryFinding:
     assert found_user.username == created_user.username
     assert found_user.email == created_user.email
   
-  @pytest.mark.asyncio
+  def test_i_cannot_find_user_by_invalid_id(self, in_memory_repository):
-  async def test_i_cannot_find_user_by_invalid_id(self, in_memory_repository):
     """Test that invalid ObjectId returns None."""
     # Act
-    found_user = await in_memory_repository.find_user_by_id("invalid_id")
+    found_user = in_memory_repository.find_user_by_id("invalid_id")
     
     # Assert
     assert found_user is None
   
-  @pytest.mark.asyncio
+  def test_i_cannot_find_user_by_nonexistent_id(self, in_memory_repository):
-  async def test_i_cannot_find_user_by_nonexistent_id(self, in_memory_repository):
     """Test that nonexistent but valid ObjectId returns None."""
     # Arrange
     nonexistent_id = str(ObjectId())
     
     # Act
-    found_user = await in_memory_repository.find_user_by_id(nonexistent_id)
+    found_user = in_memory_repository.find_user_by_id(nonexistent_id)
     
     # Assert
     assert found_user is None
   
-  @pytest.mark.asyncio
+  def test_i_can_find_user_by_username(self, in_memory_repository, sample_user_create):
-  async def test_i_can_find_user_by_username(self, in_memory_repository, sample_user_create):
     """Test finding user by username."""
     # Arrange
-    created_user = await in_memory_repository.create_user(sample_user_create)
+    created_user = in_memory_repository.create_user(sample_user_create)
     
     # Act
-    found_user = await in_memory_repository.find_user_by_username(sample_user_create.username)
+    found_user = in_memory_repository.find_user_by_username(sample_user_create.username)
     
     # Assert
     assert found_user is not None
     assert found_user.username == created_user.username
     assert found_user.id == created_user.id
   
-  @pytest.mark.asyncio
+  def test_i_cannot_find_user_by_nonexistent_username(self, in_memory_repository):
-  async def test_i_cannot_find_user_by_nonexistent_username(self, in_memory_repository):
     """Test that nonexistent username returns None."""
     # Act
-    found_user = await in_memory_repository.find_user_by_username("nonexistent")
+    found_user = in_memory_repository.find_user_by_username("nonexistent")
     
     # Assert
     assert found_user is None
   
-  @pytest.mark.asyncio
+  def test_i_can_find_user_by_email(self, in_memory_repository, sample_user_create):
-  async def test_i_can_find_user_by_email(self, in_memory_repository, sample_user_create):
     """Test finding user by email."""
     # Arrange
-    created_user = await in_memory_repository.create_user(sample_user_create)
+    created_user = in_memory_repository.create_user(sample_user_create)
     
     # Act
-    found_user = await in_memory_repository.find_user_by_email(str(sample_user_create.email))
+    found_user = in_memory_repository.find_user_by_email(str(sample_user_create.email))
     
     # Assert
     assert found_user is not None
     assert found_user.email == created_user.email
     assert found_user.id == created_user.id
   
-  @pytest.mark.asyncio
+  def test_i_cannot_find_user_by_nonexistent_email(self, in_memory_repository):
-  async def test_i_cannot_find_user_by_nonexistent_email(self, in_memory_repository):
     """Test that nonexistent email returns None."""
     # Act
-    found_user = await in_memory_repository.find_user_by_email("nonexistent@example.com")
+    found_user = in_memory_repository.find_user_by_email("nonexistent@example.com")
     
     # Assert
     assert found_user is None
@@ -170,15 +158,14 @@ class TestUserRepositoryFinding:
 class TestUserRepositoryUpdate:
   """Tests for user update functionality."""
   
-  @pytest.mark.asyncio
+  def test_i_can_update_user(self, in_memory_repository, sample_user_create, sample_user_update):
-  async def test_i_can_update_user(self, in_memory_repository, sample_user_create, sample_user_update):
     """Test successful user update."""
     # Arrange
-    created_user = await in_memory_repository.create_user(sample_user_create)
+    created_user = in_memory_repository.create_user(sample_user_create)
     original_updated_at = created_user.updated_at
     
     # Act
-    updated_user = await in_memory_repository.update_user(str(created_user.id), sample_user_update)
+    updated_user = in_memory_repository.update_user(str(created_user.id), sample_user_update)
     
     # Assert
     assert updated_user is not None
@@ -187,24 +174,22 @@ class TestUserRepositoryUpdate:
     assert updated_user.role == sample_user_update.role
     assert updated_user.id == created_user.id
   
-  @pytest.mark.asyncio
+  def test_i_cannot_update_user_with_invalid_id(self, in_memory_repository, sample_user_update):
-  async def test_i_cannot_update_user_with_invalid_id(self, in_memory_repository, sample_user_update):
     """Test that updating with invalid ID returns None."""
     # Act
-    result = await in_memory_repository.update_user("invalid_id", sample_user_update)
+    result = in_memory_repository.update_user("invalid_id", sample_user_update)
     
     # Assert
     assert result is None
   
-  @pytest.mark.asyncio
+  def test_i_can_update_user_with_partial_data(self, in_memory_repository, sample_user_create):
-  async def test_i_can_update_user_with_partial_data(self, in_memory_repository, sample_user_create):
     """Test updating user with partial data."""
     # Arrange
-    created_user = await in_memory_repository.create_user(sample_user_create)
+    created_user = in_memory_repository.create_user(sample_user_create)
     partial_update = UserUpdate(username="newusername")
     
     # Act
-    updated_user = await in_memory_repository.update_user(str(created_user.id), partial_update)
+    updated_user = in_memory_repository.update_user(str(created_user.id), partial_update)
     
     # Assert
     assert updated_user is not None
@@ -212,15 +197,14 @@ class TestUserRepositoryUpdate:
     assert updated_user.email == created_user.email  # Should remain unchanged
     assert updated_user.role == created_user.role  # Should remain unchanged
   
-  @pytest.mark.asyncio
+  def test_i_can_update_user_with_empty_data(self, in_memory_repository, sample_user_create):
-  async def test_i_can_update_user_with_empty_data(self, in_memory_repository, sample_user_create):
     """Test updating user with empty data returns current user."""
     # Arrange
-    created_user = await in_memory_repository.create_user(sample_user_create)
+    created_user = in_memory_repository.create_user(sample_user_create)
     empty_update = UserUpdate()
     
     # Act
-    result = await in_memory_repository.update_user(str(created_user.id), empty_update)
+    result = in_memory_repository.update_user(str(created_user.id), empty_update)
     
     # Assert
     assert result is not None
@@ -231,39 +215,36 @@ class TestUserRepositoryUpdate:
 class TestUserRepositoryDeletion:
   """Tests for user deletion functionality."""
   
-  @pytest.mark.asyncio
+  def test_i_can_delete_user(self, in_memory_repository, sample_user_create):
-  async def test_i_can_delete_user(self, in_memory_repository, sample_user_create):
     """Test successful user deletion."""
     # Arrange
-    created_user = await in_memory_repository.create_user(sample_user_create)
+    created_user = in_memory_repository.create_user(sample_user_create)
     
     # Act
-    deletion_result = await in_memory_repository.delete_user(str(created_user.id))
+    deletion_result = in_memory_repository.delete_user(str(created_user.id))
     
     # Assert
     assert deletion_result is True
     
     # Verify user is actually deleted
-    found_user = await in_memory_repository.find_user_by_id(str(created_user.id))
+    found_user = in_memory_repository.find_user_by_id(str(created_user.id))
     assert found_user is None
   
-  @pytest.mark.asyncio
+  def test_i_cannot_delete_user_with_invalid_id(self, in_memory_repository):
-  async def test_i_cannot_delete_user_with_invalid_id(self, in_memory_repository):
     """Test that deleting with invalid ID returns False."""
     # Act
-    result = await in_memory_repository.delete_user("invalid_id")
+    result = in_memory_repository.delete_user("invalid_id")
     
     # Assert
     assert result is False
   
-  @pytest.mark.asyncio
+  def test_i_cannot_delete_nonexistent_user(self, in_memory_repository):
-  async def test_i_cannot_delete_nonexistent_user(self, in_memory_repository):
     """Test that deleting nonexistent user returns False."""
     # Arrange
     nonexistent_id = str(ObjectId())
     
     # Act
-    result = await in_memory_repository.delete_user(nonexistent_id)
+    result = in_memory_repository.delete_user(nonexistent_id)
     
     # Assert
     assert result is False
@@ -272,30 +253,27 @@ class TestUserRepositoryDeletion:
 class TestUserRepositoryUtilities:
   """Tests for utility methods."""
   
-  @pytest.mark.asyncio
+  def test_i_can_count_users(self, in_memory_repository, sample_user_create):
-  async def test_i_can_count_users(self, in_memory_repository, sample_user_create):
     """Test counting users."""
     # Arrange
-    initial_count = await in_memory_repository.count_users()
+    initial_count = in_memory_repository.count_users()
-    await in_memory_repository.create_user(sample_user_create)
+    in_memory_repository.create_user(sample_user_create)
     
     # Act
-    final_count = await in_memory_repository.count_users()
+    final_count = in_memory_repository.count_users()
     
     # Assert
     assert final_count == initial_count + 1
   
-  @pytest.mark.asyncio
+  def test_i_can_check_user_exists(self, in_memory_repository, sample_user_create):
-  async def test_i_can_check_user_exists(self, in_memory_repository, sample_user_create):
     """Test checking if user exists."""
     # Arrange
-    await in_memory_repository.create_user(sample_user_create)
+    in_memory_repository.create_user(sample_user_create)
     
     # Act
-    exists = await in_memory_repository.user_exists(sample_user_create.username)
+    exists = in_memory_repository.user_exists(sample_user_create.username)
-    not_exists = await in_memory_repository.user_exists("nonexistent")
+    not_exists = in_memory_repository.user_exists("nonexistent")
     
     # Assert
     assert exists is True
     assert not_exists is False
-

tests/services/test_document_service.py

@@ -11,7 +11,7 @@ from unittest.mock import patch
 import pytest
 import pytest_asyncio
 from bson import ObjectId
-from mongomock_motor import AsyncMongoMockClient
+from mongomock.mongo_client import MongoClient
 
 from app.models.document import FileType
 from app.services.document_service import DocumentService
@@ -24,15 +24,15 @@ def cleanup_test_folder():
   shutil.rmtree("test_folder", ignore_errors=True)
 
 
-@pytest_asyncio.fixture
+@pytest.fixture
-async def in_memory_database():
+def in_memory_database():
   """Create an in-memory database for testing."""
-  client = AsyncMongoMockClient()
+  client = MongoClient()
   return client.test_database
 
 
 @pytest_asyncio.fixture
-async def document_service(in_memory_database):
+def document_service(in_memory_database):
   """Create DocumentService with in-memory repositories."""
   service = DocumentService(in_memory_database, objects_folder="test_folder")
   return service
@@ -72,8 +72,7 @@ class TestCreateDocument:
   
   @patch('app.services.document_service.magic.from_buffer')
   @patch('app.services.document_service.datetime')
-  @pytest.mark.asyncio
+  def test_i_can_create_document_with_new_content(
-  async def test_i_can_create_document_with_new_content(
       self,
       mock_datetime,
       mock_magic,
@@ -87,7 +86,7 @@ class TestCreateDocument:
     mock_magic.return_value = "application/pdf"
     
     # Execute
-    result = await document_service.create_document(
+    result = document_service.create_document(
       "/test/test.pdf",
       sample_file_bytes,
       "utf-8"
@@ -102,7 +101,7 @@ class TestCreateDocument:
     assert result.file_hash == document_service._calculate_file_hash(sample_file_bytes)
     
     # Verify document created in database
-    doc_in_db = await document_service.document_repository.find_document_by_id(result.id)
+    doc_in_db = document_service.document_repository.find_document_by_id(result.id)
     assert doc_in_db is not None
     assert doc_in_db.id == result.id
     assert doc_in_db.filename == result.filename
@@ -116,8 +115,7 @@ class TestCreateDocument:
   
   @patch('app.services.document_service.magic.from_buffer')
   @patch('app.services.document_service.datetime')
-  @pytest.mark.asyncio
+  def test_i_can_create_document_with_existing_content(
-  async def test_i_can_create_document_with_existing_content(
       self,
       mock_datetime,
       mock_magic,
@@ -131,14 +129,14 @@ class TestCreateDocument:
     mock_magic.return_value = "application/pdf"
     
     # Create first document
-    first_doc = await document_service.create_document(
+    first_doc = document_service.create_document(
       "/test/first.pdf",
       sample_file_bytes,
       "utf-8"
     )
     
     # Create second document with same content
-    second_doc = await document_service.create_document(
+    second_doc = document_service.create_document(
       "/test/second.pdf",
       sample_file_bytes,
       "utf-8"
@@ -149,37 +147,34 @@ class TestCreateDocument:
     assert first_doc.filename != second_doc.filename
     assert first_doc.filepath != second_doc.filepath
   
-  @pytest.mark.asyncio
+  def test_i_cannot_create_document_with_unsupported_file_type(
-  async def test_i_cannot_create_document_with_unsupported_file_type(
       self,
       document_service,
       sample_file_bytes
   ):
     """Test that unsupported file types raise ValueError."""
     with pytest.raises(ValueError, match="Unsupported file type"):
-      await document_service.create_document(
+      document_service.create_document(
         "/test/test.xyz",  # Unsupported extension
         sample_file_bytes,
         "utf-8"
       )
   
-  @pytest.mark.asyncio
+  def test_i_cannot_create_document_with_empty_file_path(
-  async def test_i_cannot_create_document_with_empty_file_path(
       self,
       document_service,
       sample_file_bytes
   ):
     """Test that empty file path raises ValueError."""
     with pytest.raises(ValueError):
-      await document_service.create_document(
+      document_service.create_document(
         "",  # Empty path
         sample_file_bytes,
         "utf-8"
       )
   
   @patch('app.services.document_service.magic.from_buffer')
-  @pytest.mark.asyncio
+  def test_i_can_create_document_with_empty_bytes(
-  async def test_i_can_create_document_with_empty_bytes(
       self,
       mock_magic,
       document_service
@@ -189,7 +184,7 @@ class TestCreateDocument:
     mock_magic.return_value = "text/plain"
     
     # Execute with empty bytes
-    result = await document_service.create_document(
+    result = document_service.create_document(
       "/test/empty.txt",
       b"",  # Empty bytes
       "utf-8"
@@ -203,8 +198,7 @@ class TestGetMethods:
   """Tests for document retrieval methods."""
   
   @patch('app.services.document_service.magic.from_buffer')
-  @pytest.mark.asyncio
+  def test_i_can_get_document_by_id(
-  async def test_i_can_get_document_by_id(
       self,
       mock_magic,
       document_service,
@@ -215,14 +209,14 @@ class TestGetMethods:
     mock_magic.return_value = "application/pdf"
     
     # Create a document first
-    created_doc = await document_service.create_document(
+    created_doc = document_service.create_document(
       "/test/test.pdf",
       sample_file_bytes,
       "utf-8"
     )
     
     # Execute
-    result = await document_service.get_document_by_id(created_doc.id)
+    result = document_service.get_document_by_id(created_doc.id)
     
     # Verify
     assert result is not None
@@ -230,8 +224,7 @@ class TestGetMethods:
     assert result.filename == created_doc.filename
   
   @patch('app.services.document_service.magic.from_buffer')
-  @pytest.mark.asyncio
+  def test_i_can_get_document_by_hash(
-  async def test_i_can_get_document_by_hash(
       self,
       mock_magic,
       document_service,
@@ -242,14 +235,14 @@ class TestGetMethods:
     mock_magic.return_value = "application/pdf"
     
     # Create a document first
-    created_doc = await document_service.create_document(
+    created_doc = document_service.create_document(
       "/test/test.pdf",
       sample_file_bytes,
       "utf-8"
     )
     
     # Execute
-    result = await document_service.get_document_by_hash(created_doc.file_hash)
+    result = document_service.get_document_by_hash(created_doc.file_hash)
     
     # Verify
     assert result is not None
@@ -257,8 +250,7 @@ class TestGetMethods:
     assert result.filename == created_doc.filename
   
   @patch('app.services.document_service.magic.from_buffer')
-  @pytest.mark.asyncio
+  def test_i_can_get_document_by_filepath(
-  async def test_i_can_get_document_by_filepath(
       self,
       mock_magic,
       document_service,
@@ -270,14 +262,14 @@ class TestGetMethods:
     test_path = "/test/unique_test.pdf"
     
     # Create a document first
-    created_doc = await document_service.create_document(
+    created_doc = document_service.create_document(
       test_path,
       sample_file_bytes,
       "utf-8"
     )
     
     # Execute
-    result = await document_service.get_document_by_filepath(test_path)
+    result = document_service.get_document_by_filepath(test_path)
     
     # Verify
     assert result is not None
@@ -285,8 +277,7 @@ class TestGetMethods:
     assert result.id == created_doc.id
   
   @patch('app.services.document_service.magic.from_buffer')
-  @pytest.mark.asyncio
+  def test_i_can_get_document_content(
-  async def test_i_can_get_document_content(
       self,
       mock_magic,
       document_service,
@@ -297,38 +288,36 @@ class TestGetMethods:
     mock_magic.return_value = "application/pdf"
     
     # Create a document first
-    created_doc = await document_service.create_document(
+    created_doc = document_service.create_document(
       "/test/test.pdf",
       sample_file_bytes,
       "utf-8"
     )
     
     # Execute
-    result = await document_service.get_document_content_by_hash(created_doc.file_hash)
+    result = document_service.get_document_content_by_hash(created_doc.file_hash)
     
     # Verify
     assert result == sample_file_bytes
   
-  @pytest.mark.asyncio
+  def test_i_cannot_get_nonexistent_document_by_id(
-  async def test_i_cannot_get_nonexistent_document_by_id(
       self,
       document_service
   ):
     """Test that nonexistent document returns None."""
     # Execute with random ObjectId
-    result = await document_service.get_document_by_id(ObjectId())
+    result = document_service.get_document_by_id(ObjectId())
     
     # Verify
     assert result is None
   
-  @pytest.mark.asyncio
+  def test_i_cannot_get_nonexistent_document_by_hash(
-  async def test_i_cannot_get_nonexistent_document_by_hash(
       self,
       document_service
   ):
     """Test that nonexistent document hash returns None."""
     # Execute
-    result = await document_service.get_document_by_hash("nonexistent_hash")
+    result = document_service.get_document_by_hash("nonexistent_hash")
     
     # Verify
     assert result is None
@@ -338,8 +327,7 @@ class TestPaginationAndCounting:
   """Tests for document listing and counting."""
   
   @patch('app.services.document_service.magic.from_buffer')
-  @pytest.mark.asyncio
+  def test_i_can_list_documents_with_pagination(
-  async def test_i_can_list_documents_with_pagination(
       self,
       mock_magic,
       document_service,
@@ -351,25 +339,24 @@ class TestPaginationAndCounting:
     
     # Create multiple documents
     for i in range(5):
-      await document_service.create_document(
+      document_service.create_document(
         f"/test/test{i}.pdf",
         sample_file_bytes + bytes(str(i), 'utf-8'),  # Make each file unique
         "utf-8"
       )
     
     # Execute with pagination
-    result = await document_service.list_documents(skip=1, limit=2)
+    result = document_service.list_documents(skip=1, limit=2)
     
     # Verify
     assert len(result) == 2
     
     # Test counting
-    total_count = await document_service.count_documents()
+    total_count = document_service.count_documents()
     assert total_count == 5
   
   @patch('app.services.document_service.magic.from_buffer')
-  @pytest.mark.asyncio
+  def test_i_can_count_documents(
-  async def test_i_can_count_documents(
       self,
       mock_magic,
       document_service,
@@ -380,19 +367,19 @@ class TestPaginationAndCounting:
     mock_magic.return_value = "text/plain"
     
     # Initially should be 0
-    initial_count = await document_service.count_documents()
+    initial_count = document_service.count_documents()
     assert initial_count == 0
     
     # Create some documents
     for i in range(3):
-      await document_service.create_document(
+      document_service.create_document(
         f"/test/test{i}.txt",
         sample_file_bytes + bytes(str(i), 'utf-8'),
         "utf-8"
       )
     
     # Execute
-    final_count = await document_service.count_documents()
+    final_count = document_service.count_documents()
     
     # Verify
     assert final_count == 3
@@ -402,8 +389,7 @@ class TestUpdateAndDelete:
   """Tests for document update and deletion operations."""
   
   @patch('app.services.document_service.magic.from_buffer')
-  @pytest.mark.asyncio
+  def test_i_can_update_document_metadata(
-  async def test_i_can_update_document_metadata(
       self,
       mock_magic,
       document_service,
@@ -414,7 +400,7 @@ class TestUpdateAndDelete:
     mock_magic.return_value = "application/pdf"
     
     # Create a document first
-    created_doc = await document_service.create_document(
+    created_doc = document_service.create_document(
       "/test/test.pdf",
       sample_file_bytes,
       "utf-8"
@@ -422,7 +408,7 @@ class TestUpdateAndDelete:
     
     # Execute update
     update_data = {"metadata": {"page_count": 5}}
-    result = await document_service.update_document(created_doc.id, update_data)
+    result = document_service.update_document(created_doc.id, update_data)
     
     # Verify
     assert result is not None
@@ -433,14 +419,13 @@ class TestUpdateAndDelete:
     assert result.file_type == created_doc.file_type
     assert result.metadata == update_data['metadata']
   
-  @pytest.mark.asyncio
+  def test_i_can_update_document_content(
-  async def test_i_can_update_document_content(
       self,
       document_service,
       sample_file_bytes
   ):
     # Create a document first
-    created_doc = await document_service.create_document(
+    created_doc = document_service.create_document(
       "/test/test.pdf",
       sample_file_bytes,
       "utf-8"
@@ -448,7 +433,7 @@ class TestUpdateAndDelete:
     
     # Execute update
     update_data = {"file_bytes": b"this is an updated file content"}
-    result = await document_service.update_document(created_doc.id, update_data)
+    result = document_service.update_document(created_doc.id, update_data)
     
     assert result.filename == created_doc.filename
     assert result.filepath == created_doc.filepath
@@ -460,8 +445,7 @@ class TestUpdateAndDelete:
     validate_file_saved(document_service, result.file_hash, b"this is an updated file content")
   
   @patch('app.services.document_service.magic.from_buffer')
-  @pytest.mark.asyncio
+  def test_i_can_delete_document_and_orphaned_content(
-  async def test_i_can_delete_document_and_orphaned_content(
       self,
       mock_magic,
       document_service,
@@ -472,7 +456,7 @@ class TestUpdateAndDelete:
     mock_magic.return_value = "application/pdf"
     
     # Create a document
-    created_doc = await document_service.create_document(
+    created_doc = document_service.create_document(
       "/test/test.pdf",
       sample_file_bytes,
       "utf-8"
@@ -482,12 +466,12 @@ class TestUpdateAndDelete:
     validate_file_saved(document_service, created_doc.file_hash, sample_file_bytes)
     
     # Execute deletion
-    result = await document_service.delete_document(created_doc.id)
+    result = document_service.delete_document(created_doc.id)
     
     # Verify document and content are deleted
     assert result is True
     
-    deleted_doc = await document_service.get_document_by_id(created_doc.id)
+    deleted_doc = document_service.get_document_by_id(created_doc.id)
     assert deleted_doc is None
     
     # validate content is deleted
@@ -496,8 +480,7 @@ class TestUpdateAndDelete:
     assert not os.path.exists(target_file_path)
   
   @patch('app.services.document_service.magic.from_buffer')
-  @pytest.mark.asyncio
+  def test_i_can_delete_document_without_affecting_shared_content(
-  async def test_i_can_delete_document_without_affecting_shared_content(
       self,
       mock_magic,
       document_service,
@@ -508,13 +491,13 @@ class TestUpdateAndDelete:
     mock_magic.return_value = "application/pdf"
     
     # Create two documents with same content
-    doc1 = await document_service.create_document(
+    doc1 = document_service.create_document(
       "/test/test1.pdf",
       sample_file_bytes,
       "utf-8"
     )
     
-    doc2 = await document_service.create_document(
+    doc2 = document_service.create_document(
       "/test/test2.pdf",
       sample_file_bytes,
       "utf-8"
@@ -524,14 +507,14 @@ class TestUpdateAndDelete:
     assert doc1.file_hash == doc2.file_hash
     
     # Delete first document
-    result = await document_service.delete_document(doc1.id)
+    result = document_service.delete_document(doc1.id)
     assert result is True
     
     # Verify first document is deleted but content still exists
-    deleted_doc = await document_service.get_document_by_id(doc1.id)
+    deleted_doc = document_service.get_document_by_id(doc1.id)
     assert deleted_doc is None
     
-    remaining_doc = await document_service.get_document_by_id(doc2.id)
+    remaining_doc = document_service.get_document_by_id(doc2.id)
     assert remaining_doc is not None
     
     validate_file_saved(document_service, doc2.file_hash, sample_file_bytes)
@@ -585,3 +568,137 @@ class TestFileTypeDetection:
     """Test unsupported file type raises ValueError."""
     with pytest.raises(ValueError, match="Unsupported file type"):
       document_service._detect_file_type("/path/to/document.xyz")
+
+
+class TestCreatePdf:
+  """Tests for create_pdf method."""
+  
+  @patch('app.services.document_service.convert_to_pdf')
+  @patch('app.services.document_service.magic.from_buffer')
+  def test_i_can_create_pdf_successfully(
+      self,
+      mock_magic,
+      mock_convert_to_pdf,
+      document_service,
+      sample_file_bytes
+  ):
+    """Test creating PDF from an existing document."""
+    # Setup
+    mock_magic.return_value = "text/plain"
+    
+    # Create a document first
+    created_doc = document_service.create_document(
+      "/test/test.txt",
+      sample_file_bytes,
+      "utf-8"
+    )
+    
+    # Mock the PDF conversion
+    pdf_path = os.path.join(document_service.temp_folder, "converted.pdf")
+    mock_convert_to_pdf.return_value = pdf_path
+    
+    # Write a sample PDF file that the conversion would create
+    pdf_content = b"This is PDF content"
+    os.makedirs(os.path.dirname(pdf_path), exist_ok=True)
+    with open(pdf_path, "wb") as f:
+      f.write(pdf_content)
+    
+    # Execute
+    result = document_service.create_pdf(created_doc.id)
+    
+    # Verify
+    assert result is True
+    
+    # Get the updated document
+    updated_doc = document_service.get_document_by_id(created_doc.id)
+    assert updated_doc.pdf_file_hash is not None
+    
+    # Verify the PDF content was saved
+    pdf_hash = document_service._calculate_file_hash(pdf_content)
+    assert updated_doc.pdf_file_hash == pdf_hash
+    
+    # Verify convert_to_pdf was called with correct arguments
+    doc_path = document_service.get_document_path(created_doc.file_hash)
+    mock_convert_to_pdf.assert_called_once_with(doc_path, document_service.temp_folder)
+    
+    # Verify content exists on disk
+    validate_file_saved(document_service, pdf_hash, pdf_content)
+    
+    # Verify PDF hash was added to document
+    updated_doc = document_service.get_document_by_id(created_doc.id)
+    pdf_hash = document_service._calculate_file_hash(pdf_content)
+    assert updated_doc.pdf_file_hash == pdf_hash
+  
+  @patch('app.services.document_service.convert_to_pdf')
+  @patch('app.services.document_service.magic.from_buffer')
+  def test_i_can_reuse_existing_pdf(
+      self,
+      mock_magic,
+      mock_convert_to_pdf,
+      document_service,
+      sample_file_bytes
+  ):
+    """Test that if PDF already exists, it doesn't recreate it."""
+    # Setup
+    mock_magic.return_value = "text/plain"
+    
+    # Create a document first
+    created_doc = document_service.create_document(
+      "/test/test.txt",
+      sample_file_bytes,
+      "utf-8"
+    )
+    
+    # Create a fake PDF file and update the document
+    pdf_content = b"This is PDF content"
+    pdf_hash = document_service._calculate_file_hash(pdf_content)
+    document_service.save_content_if_needed(pdf_hash, pdf_content)
+    document_service.update_document(created_doc.id, {"pdf_file_hash": pdf_hash})
+    
+    # Execute
+    result = document_service.create_pdf(created_doc.id)
+    
+    # Verify
+    assert result is True
+    
+    # Verify convert_to_pdf was NOT called
+    mock_convert_to_pdf.assert_not_called()
+  
+  def test_i_cannot_create_pdf_for_nonexistent_document(
+      self,
+      document_service
+  ):
+    """Test behavior when document ID doesn't exist."""
+    # Execute with random ObjectId
+    result = document_service.create_pdf(ObjectId())
+    
+    # Verify
+    assert result is False
+  
+  @patch('app.services.document_service.magic.from_buffer')
+  def test_i_cannot_create_pdf_when_file_content_missing(
+      self,
+      mock_magic,
+      document_service,
+      sample_file_bytes
+  ):
+    """Test behavior when file content doesn't exist."""
+    # Setup
+    mock_magic.return_value = "text/plain"
+    
+    # Create a document
+    created_doc = document_service.create_document(
+      "/test/test.txt",
+      sample_file_bytes,
+      "utf-8"
+    )
+    
+    # Simulate missing content by removing file
+    file_path = document_service.get_document_path(created_doc.file_hash)
+    os.remove(file_path)
+    
+    # Execute
+    result = document_service.create_pdf(created_doc.id)
+    
+    # Verify
+    assert result is False

tests/services/test_job_service.py

@@ -6,9 +6,8 @@ using mongomock for better integration testing.
 """
 
 import pytest
-import pytest_asyncio
 from bson import ObjectId
-from mongomock_motor import AsyncMongoMockClient
+from mongomock.mongo_client import MongoClient
 
 from app.exceptions.job_exceptions import InvalidStatusTransitionError
 from app.models.job import ProcessingStatus
@@ -16,17 +15,17 @@ from app.models.types import PyObjectId
 from app.services.job_service import JobService
 
 
-@pytest_asyncio.fixture
+@pytest.fixture
-async def in_memory_database():
+def in_memory_database():
   """Create an in-memory database for testing."""
-  client = AsyncMongoMockClient()
+  client = MongoClient()
   return client.test_database
 
 
-@pytest_asyncio.fixture
+@pytest.fixture
-async def job_service(in_memory_database):
+def job_service(in_memory_database):
   """Create JobService with in-memory repositories."""
-  service = await JobService(in_memory_database).initialize()
+  service = JobService(in_memory_database).initialize()
   return service
 
 
@@ -45,8 +44,7 @@ def sample_task_id():
 class TestCreateJob:
   """Tests for create_job method."""
   
-  @pytest.mark.asyncio
+  def test_i_can_create_job_with_task_id(
-  async def test_i_can_create_job_with_task_id(
       self,
       job_service,
       sample_document_id,
@@ -54,7 +52,7 @@ class TestCreateJob:
   ):
     """Test creating job with task ID."""
     # Execute
-    result = await job_service.create_job(sample_document_id, sample_task_id)
+    result = job_service.create_job(sample_document_id, sample_task_id)
     
     # Verify job creation
     assert result is not None
@@ -66,22 +64,21 @@ class TestCreateJob:
     assert result.error_message is None
     
     # Verify job exists in database
-    job_in_db = await job_service.get_job_by_id(result.id)
+    job_in_db = job_service.get_job_by_id(result.id)
     assert job_in_db is not None
     assert job_in_db.id == result.id
     assert job_in_db.document_id == sample_document_id
     assert job_in_db.task_id == sample_task_id
     assert job_in_db.status == ProcessingStatus.PENDING
   
-  @pytest.mark.asyncio
+  def test_i_can_create_job_without_task_id(
-  async def test_i_can_create_job_without_task_id(
       self,
       job_service,
       sample_document_id
   ):
     """Test creating job without task ID."""
     # Execute
-    result = await job_service.create_job(sample_document_id)
+    result = job_service.create_job(sample_document_id)
     
     # Verify job creation
     assert result is not None
@@ -96,8 +93,7 @@ class TestCreateJob:
 class TestGetJobMethods:
   """Tests for job retrieval methods."""
   
-  @pytest.mark.asyncio
+  def test_i_can_get_job_by_id(
-  async def test_i_can_get_job_by_id(
       self,
       job_service,
       sample_document_id,
@@ -105,10 +101,10 @@ class TestGetJobMethods:
   ):
     """Test retrieving job by ID."""
     # Create a job first
-    created_job = await job_service.create_job(sample_document_id, sample_task_id)
+    created_job = job_service.create_job(sample_document_id, sample_task_id)
     
     # Execute
-    result = await job_service.get_job_by_id(created_job.id)
+    result = job_service.get_job_by_id(created_job.id)
     
     # Verify
     assert result is not None
@@ -117,25 +113,24 @@ class TestGetJobMethods:
     assert result.task_id == created_job.task_id
     assert result.status == created_job.status
   
-  @pytest.mark.asyncio
+  def test_i_can_get_jobs_by_status(
-  async def test_i_can_get_jobs_by_status(
       self,
       job_service,
       sample_document_id
   ):
     """Test retrieving jobs by status."""
     # Create jobs with different statuses
-    pending_job = await job_service.create_job(sample_document_id, "pending-task")
+    pending_job = job_service.create_job(sample_document_id, "pending-task")
     
-    processing_job = await job_service.create_job(ObjectId(), "processing-task")
+    processing_job = job_service.create_job(ObjectId(), "processing-task")
-    await job_service.mark_job_as_started(processing_job.id)
+    job_service.mark_job_as_started(processing_job.id)
     
-    completed_job = await job_service.create_job(ObjectId(), "completed-task")
+    completed_job = job_service.create_job(ObjectId(), "completed-task")
-    await job_service.mark_job_as_started(completed_job.id)
+    job_service.mark_job_as_started(completed_job.id)
-    await job_service.mark_job_as_completed(completed_job.id)
+    job_service.mark_job_as_completed(completed_job.id)
     
     # Execute - get pending jobs
-    pending_results = await job_service.get_jobs_by_status(ProcessingStatus.PENDING)
+    pending_results = job_service.get_jobs_by_status(ProcessingStatus.PENDING)
     
     # Verify
     assert len(pending_results) == 1
@@ -143,12 +138,12 @@ class TestGetJobMethods:
     assert pending_results[0].status == ProcessingStatus.PENDING
     
     # Execute - get processing jobs
-    processing_results = await job_service.get_jobs_by_status(ProcessingStatus.PROCESSING)
+    processing_results = job_service.get_jobs_by_status(ProcessingStatus.PROCESSING)
     assert len(processing_results) == 1
     assert processing_results[0].status == ProcessingStatus.PROCESSING
     
     # Execute - get completed jobs
-    completed_results = await job_service.get_jobs_by_status(ProcessingStatus.COMPLETED)
+    completed_results = job_service.get_jobs_by_status(ProcessingStatus.COMPLETED)
     assert len(completed_results) == 1
     assert completed_results[0].status == ProcessingStatus.COMPLETED
 
@@ -156,8 +151,7 @@ class TestGetJobMethods:
 class TestUpdateStatus:
   """Tests for mark_job_as_started method."""
   
-  @pytest.mark.asyncio
+  def test_i_can_mark_pending_job_as_started(
-  async def test_i_can_mark_pending_job_as_started(
       self,
       job_service,
       sample_document_id,
@@ -165,11 +159,11 @@ class TestUpdateStatus:
   ):
     """Test marking pending job as started (PENDING → PROCESSING)."""
     # Create a pending job
-    created_job = await job_service.create_job(sample_document_id, sample_task_id)
+    created_job = job_service.create_job(sample_document_id, sample_task_id)
     assert created_job.status == ProcessingStatus.PENDING
     
     # Execute
-    result = await job_service.mark_job_as_started(created_job.id)
+    result = job_service.mark_job_as_started(created_job.id)
     
     # Verify status transition
     assert result is not None
@@ -177,11 +171,10 @@ class TestUpdateStatus:
     assert result.status == ProcessingStatus.PROCESSING
     
     # Verify in database
-    updated_job = await job_service.get_job_by_id(created_job.id)
+    updated_job = job_service.get_job_by_id(created_job.id)
     assert updated_job.status == ProcessingStatus.PROCESSING
   
-  @pytest.mark.asyncio
+  def test_i_cannot_mark_processing_job_as_started(
-  async def test_i_cannot_mark_processing_job_as_started(
       self,
       job_service,
       sample_document_id,
@@ -189,19 +182,18 @@ class TestUpdateStatus:
   ):
     """Test that processing job cannot be marked as started."""
     # Create and start a job
-    created_job = await job_service.create_job(sample_document_id, sample_task_id)
+    created_job = job_service.create_job(sample_document_id, sample_task_id)
-    await job_service.mark_job_as_started(created_job.id)
+    job_service.mark_job_as_started(created_job.id)
     
     # Try to start it again
     with pytest.raises(InvalidStatusTransitionError) as exc_info:
-      await job_service.mark_job_as_started(created_job.id)
+      job_service.mark_job_as_started(created_job.id)
     
     # Verify exception details
     assert exc_info.value.current_status == ProcessingStatus.PROCESSING
     assert exc_info.value.target_status == ProcessingStatus.PROCESSING
   
-  @pytest.mark.asyncio
+  def test_i_cannot_mark_completed_job_as_started(
-  async def test_i_cannot_mark_completed_job_as_started(
       self,
       job_service,
       sample_document_id,
@@ -209,20 +201,19 @@ class TestUpdateStatus:
   ):
     """Test that completed job cannot be marked as started."""
     # Create, start, and complete a job
-    created_job = await job_service.create_job(sample_document_id, sample_task_id)
+    created_job = job_service.create_job(sample_document_id, sample_task_id)
-    await job_service.mark_job_as_started(created_job.id)
+    job_service.mark_job_as_started(created_job.id)
-    await job_service.mark_job_as_completed(created_job.id)
+    job_service.mark_job_as_completed(created_job.id)
     
     # Try to start it again
     with pytest.raises(InvalidStatusTransitionError) as exc_info:
-      await job_service.mark_job_as_started(created_job.id)
+      job_service.mark_job_as_started(created_job.id)
     
     # Verify exception details
     assert exc_info.value.current_status == ProcessingStatus.COMPLETED
     assert exc_info.value.target_status == ProcessingStatus.PROCESSING
   
-  @pytest.mark.asyncio
+  def test_i_cannot_mark_failed_job_as_started(
-  async def test_i_cannot_mark_failed_job_as_started(
       self,
       job_service,
       sample_document_id,
@@ -230,20 +221,19 @@ class TestUpdateStatus:
   ):
     """Test that failed job cannot be marked as started."""
     # Create, start, and fail a job
-    created_job = await job_service.create_job(sample_document_id, sample_task_id)
+    created_job = job_service.create_job(sample_document_id, sample_task_id)
-    await job_service.mark_job_as_started(created_job.id)
+    job_service.mark_job_as_started(created_job.id)
-    await job_service.mark_job_as_failed(created_job.id, "Test error")
+    job_service.mark_job_as_failed(created_job.id, "Test error")
     
     # Try to start it again
     with pytest.raises(InvalidStatusTransitionError) as exc_info:
-      await job_service.mark_job_as_started(created_job.id)
+      job_service.mark_job_as_started(created_job.id)
     
     # Verify exception details
     assert exc_info.value.current_status == ProcessingStatus.FAILED
     assert exc_info.value.target_status == ProcessingStatus.PROCESSING
   
-  @pytest.mark.asyncio
+  def test_i_can_mark_processing_job_as_completed(
-  async def test_i_can_mark_processing_job_as_completed(
       self,
       job_service,
       sample_document_id,
@@ -251,11 +241,11 @@ class TestUpdateStatus:
   ):
     """Test marking processing job as completed (PROCESSING → COMPLETED)."""
     # Create and start a job
-    created_job = await job_service.create_job(sample_document_id, sample_task_id)
+    created_job = job_service.create_job(sample_document_id, sample_task_id)
-    started_job = await job_service.mark_job_as_started(created_job.id)
+    started_job = job_service.mark_job_as_started(created_job.id)
     
     # Execute
-    result = await job_service.mark_job_as_completed(created_job.id)
+    result = job_service.mark_job_as_completed(created_job.id)
     
     # Verify status transition
     assert result is not None
@@ -263,11 +253,10 @@ class TestUpdateStatus:
     assert result.status == ProcessingStatus.COMPLETED
     
     # Verify in database
-    updated_job = await job_service.get_job_by_id(created_job.id)
+    updated_job = job_service.get_job_by_id(created_job.id)
     assert updated_job.status == ProcessingStatus.COMPLETED
   
-  @pytest.mark.asyncio
+  def test_i_cannot_mark_pending_job_as_completed(
-  async def test_i_cannot_mark_pending_job_as_completed(
       self,
       job_service,
       sample_document_id,
@@ -275,18 +264,17 @@ class TestUpdateStatus:
   ):
     """Test that pending job cannot be marked as completed."""
     # Create a pending job
-    created_job = await job_service.create_job(sample_document_id, sample_task_id)
+    created_job = job_service.create_job(sample_document_id, sample_task_id)
     
     # Try to complete it directly
     with pytest.raises(InvalidStatusTransitionError) as exc_info:
-      await job_service.mark_job_as_completed(created_job.id)
+      job_service.mark_job_as_completed(created_job.id)
     
     # Verify exception details
     assert exc_info.value.current_status == ProcessingStatus.PENDING
     assert exc_info.value.target_status == ProcessingStatus.COMPLETED
   
-  @pytest.mark.asyncio
+  def test_i_cannot_mark_completed_job_as_completed(
-  async def test_i_cannot_mark_completed_job_as_completed(
       self,
       job_service,
       sample_document_id,
@@ -294,20 +282,19 @@ class TestUpdateStatus:
   ):
     """Test that completed job cannot be marked as completed again."""
     # Create, start, and complete a job
-    created_job = await job_service.create_job(sample_document_id, sample_task_id)
+    created_job = job_service.create_job(sample_document_id, sample_task_id)
-    await job_service.mark_job_as_started(created_job.id)
+    job_service.mark_job_as_started(created_job.id)
-    await job_service.mark_job_as_completed(created_job.id)
+    job_service.mark_job_as_completed(created_job.id)
     
     # Try to complete it again
     with pytest.raises(InvalidStatusTransitionError) as exc_info:
-      await job_service.mark_job_as_completed(created_job.id)
+      job_service.mark_job_as_completed(created_job.id)
     
     # Verify exception details
     assert exc_info.value.current_status == ProcessingStatus.COMPLETED
     assert exc_info.value.target_status == ProcessingStatus.COMPLETED
   
-  @pytest.mark.asyncio
+  def test_i_cannot_mark_failed_job_as_completed(
-  async def test_i_cannot_mark_failed_job_as_completed(
       self,
       job_service,
       sample_document_id,
@@ -315,20 +302,19 @@ class TestUpdateStatus:
   ):
     """Test that failed job cannot be marked as completed."""
     # Create, start, and fail a job
-    created_job = await job_service.create_job(sample_document_id, sample_task_id)
+    created_job = job_service.create_job(sample_document_id, sample_task_id)
-    await job_service.mark_job_as_started(created_job.id)
+    job_service.mark_job_as_started(created_job.id)
-    await job_service.mark_job_as_failed(created_job.id, "Test error")
+    job_service.mark_job_as_failed(created_job.id, "Test error")
     
     # Try to complete it
     with pytest.raises(InvalidStatusTransitionError) as exc_info:
-      await job_service.mark_job_as_completed(created_job.id)
+      job_service.mark_job_as_completed(created_job.id)
     
     # Verify exception details
     assert exc_info.value.current_status == ProcessingStatus.FAILED
     assert exc_info.value.target_status == ProcessingStatus.COMPLETED
   
-  @pytest.mark.asyncio
+  def test_i_can_mark_processing_job_as_failed_with_error_message(
-  async def test_i_can_mark_processing_job_as_failed_with_error_message(
       self,
       job_service,
       sample_document_id,
@@ -336,13 +322,13 @@ class TestUpdateStatus:
   ):
     """Test marking processing job as failed with error message."""
     # Create and start a job
-    created_job = await job_service.create_job(sample_document_id, sample_task_id)
+    created_job = job_service.create_job(sample_document_id, sample_task_id)
-    started_job = await job_service.mark_job_as_started(created_job.id)
+    started_job = job_service.mark_job_as_started(created_job.id)
     
     error_message = "Processing failed due to invalid file format"
     
     # Execute
-    result = await job_service.mark_job_as_failed(created_job.id, error_message)
+    result = job_service.mark_job_as_failed(created_job.id, error_message)
     
     # Verify status transition
     assert result is not None
@@ -351,12 +337,11 @@ class TestUpdateStatus:
     assert result.error_message == error_message
     
     # Verify in database
-    updated_job = await job_service.get_job_by_id(created_job.id)
+    updated_job = job_service.get_job_by_id(created_job.id)
     assert updated_job.status == ProcessingStatus.FAILED
     assert updated_job.error_message == error_message
   
-  @pytest.mark.asyncio
+  def test_i_can_mark_processing_job_as_failed_without_error_message(
-  async def test_i_can_mark_processing_job_as_failed_without_error_message(
       self,
       job_service,
       sample_document_id,
@@ -364,19 +349,18 @@ class TestUpdateStatus:
   ):
     """Test marking processing job as failed without error message."""
     # Create and start a job
-    created_job = await job_service.create_job(sample_document_id, sample_task_id)
+    created_job = job_service.create_job(sample_document_id, sample_task_id)
-    await job_service.mark_job_as_started(created_job.id)
+    job_service.mark_job_as_started(created_job.id)
     
     # Execute without error message
-    result = await job_service.mark_job_as_failed(created_job.id)
+    result = job_service.mark_job_as_failed(created_job.id)
     
     # Verify status transition
     assert result is not None
     assert result.status == ProcessingStatus.FAILED
     assert result.error_message is None
   
-  @pytest.mark.asyncio
+  def test_i_cannot_mark_pending_job_as_failed(
-  async def test_i_cannot_mark_pending_job_as_failed(
       self,
       job_service,
       sample_document_id,
@@ -384,18 +368,17 @@ class TestUpdateStatus:
   ):
     """Test that pending job cannot be marked as failed."""
     # Create a pending job
-    created_job = await job_service.create_job(sample_document_id, sample_task_id)
+    created_job = job_service.create_job(sample_document_id, sample_task_id)
     
     # Try to fail it directly
     with pytest.raises(InvalidStatusTransitionError) as exc_info:
-      await job_service.mark_job_as_failed(created_job.id, "Test error")
+      job_service.mark_job_as_failed(created_job.id, "Test error")
     
     # Verify exception details
     assert exc_info.value.current_status == ProcessingStatus.PENDING
     assert exc_info.value.target_status == ProcessingStatus.FAILED
   
-  @pytest.mark.asyncio
+  def test_i_cannot_mark_completed_job_as_failed(
-  async def test_i_cannot_mark_completed_job_as_failed(
       self,
       job_service,
       sample_document_id,
@@ -403,20 +386,19 @@ class TestUpdateStatus:
   ):
     """Test that completed job cannot be marked as failed."""
     # Create, start, and complete a job
-    created_job = await job_service.create_job(sample_document_id, sample_task_id)
+    created_job = job_service.create_job(sample_document_id, sample_task_id)
-    await job_service.mark_job_as_started(created_job.id)
+    job_service.mark_job_as_started(created_job.id)
-    await job_service.mark_job_as_completed(created_job.id)
+    job_service.mark_job_as_completed(created_job.id)
     
     # Try to fail it
     with pytest.raises(InvalidStatusTransitionError) as exc_info:
-      await job_service.mark_job_as_failed(created_job.id, "Test error")
+      job_service.mark_job_as_failed(created_job.id, "Test error")
     
     # Verify exception details
     assert exc_info.value.current_status == ProcessingStatus.COMPLETED
     assert exc_info.value.target_status == ProcessingStatus.FAILED
   
-  @pytest.mark.asyncio
+  def test_i_cannot_mark_failed_job_as_failed(
-  async def test_i_cannot_mark_failed_job_as_failed(
       self,
       job_service,
       sample_document_id,
@@ -424,24 +406,42 @@ class TestUpdateStatus:
   ):
     """Test that failed job cannot be marked as failed again."""
     # Create, start, and fail a job
-    created_job = await job_service.create_job(sample_document_id, sample_task_id)
+    created_job = job_service.create_job(sample_document_id, sample_task_id)
-    await job_service.mark_job_as_started(created_job.id)
+    job_service.mark_job_as_started(created_job.id)
-    await job_service.mark_job_as_failed(created_job.id, "First error")
+    job_service.mark_job_as_failed(created_job.id, "First error")
     
     # Try to fail it again
     with pytest.raises(InvalidStatusTransitionError) as exc_info:
-      await job_service.mark_job_as_failed(created_job.id, "Second error")
+      job_service.mark_job_as_failed(created_job.id, "Second error")
     
     # Verify exception details
     assert exc_info.value.current_status == ProcessingStatus.FAILED
     assert exc_info.value.target_status == ProcessingStatus.FAILED
   
+  def test_i_can_update_job_status(
+      self,
+      job_service,
+      sample_document_id,
+      sample_task_id
+  ):
+    """Test that failed job cannot be marked as failed again."""
+    # Create, start, and fail a job
+    created_job = job_service.create_job(sample_document_id, sample_task_id)
+    job_service.mark_job_as_started(created_job.id)
+    
+    # Execute without error message
+    result = job_service.update_job_status(created_job.id, ProcessingStatus.SAVING_OBJECT)
+    
+    # Verify status transition
+    assert result is not None
+    assert result.status == ProcessingStatus.SAVING_OBJECT
+    assert result.error_message is None
+
 
 class TestDeleteJob:
   """Tests for delete_job method."""
   
-  @pytest.mark.asyncio
+  def test_i_can_delete_existing_job(
-  async def test_i_can_delete_existing_job(
       self,
       job_service,
       sample_document_id,
@@ -449,30 +449,29 @@ class TestDeleteJob:
   ):
     """Test deleting an existing job."""
     # Create a job
-    created_job = await job_service.create_job(sample_document_id, sample_task_id)
+    created_job = job_service.create_job(sample_document_id, sample_task_id)
     
     # Verify job exists
-    job_before_delete = await job_service.get_job_by_id(created_job.id)
+    job_before_delete = job_service.get_job_by_id(created_job.id)
     assert job_before_delete is not None
     
     # Execute deletion
-    result = await job_service.delete_job(created_job.id)
+    result = job_service.delete_job(created_job.id)
     
     # Verify deletion
     assert result is True
     
     # Verify job no longer exists
-    deleted_job = await job_service.get_job_by_id(created_job.id)
+    deleted_job = job_service.get_job_by_id(created_job.id)
     assert deleted_job is None
   
-  @pytest.mark.asyncio
+  def test_i_cannot_delete_nonexistent_job(
-  async def test_i_cannot_delete_nonexistent_job(
       self,
       job_service
   ):
     """Test deleting a nonexistent job returns False."""
     # Execute deletion with random ObjectId
-    result = await job_service.delete_job(ObjectId())
+    result = job_service.delete_job(ObjectId())
     
     # Verify
     assert result is False
@@ -481,8 +480,7 @@ class TestDeleteJob:
 class TestStatusTransitionValidation:
   """Tests for status transition validation across different scenarios."""
   
-  @pytest.mark.asyncio
+  def test_valid_job_lifecycle_flow(
-  async def test_valid_job_lifecycle_flow(
       self,
       job_service,
       sample_document_id,
@@ -490,19 +488,18 @@ class TestStatusTransitionValidation:
   ):
     """Test complete valid job lifecycle: PENDING → PROCESSING → COMPLETED."""
     # Create job (PENDING)
-    job = await job_service.create_job(sample_document_id, sample_task_id)
+    job = job_service.create_job(sample_document_id, sample_task_id)
     assert job.status == ProcessingStatus.PENDING
     
     # Start job (PENDING → PROCESSING)
-    started_job = await job_service.mark_job_as_started(job.id)
+    started_job = job_service.mark_job_as_started(job.id)
     assert started_job.status == ProcessingStatus.PROCESSING
     
     # Complete job (PROCESSING → COMPLETED)
-    completed_job = await job_service.mark_job_as_completed(job.id)
+    completed_job = job_service.mark_job_as_completed(job.id)
     assert completed_job.status == ProcessingStatus.COMPLETED
   
-  @pytest.mark.asyncio
+  def test_valid_job_failure_flow(
-  async def test_valid_job_failure_flow(
       self,
       job_service,
       sample_document_id,
@@ -510,69 +507,31 @@ class TestStatusTransitionValidation:
   ):
     """Test valid job failure: PENDING → PROCESSING → FAILED."""
     # Create job (PENDING)
-    job = await job_service.create_job(sample_document_id, sample_task_id)
+    job = job_service.create_job(sample_document_id, sample_task_id)
     assert job.status == ProcessingStatus.PENDING
     
     # Start job (PENDING → PROCESSING)
-    started_job = await job_service.mark_job_as_started(job.id)
+    started_job = job_service.mark_job_as_started(job.id)
     assert started_job.status == ProcessingStatus.PROCESSING
     
     # Fail job (PROCESSING → FAILED)
-    failed_job = await job_service.mark_job_as_failed(job.id, "Test failure")
+    failed_job = job_service.mark_job_as_failed(job.id, "Test failure")
     assert failed_job.status == ProcessingStatus.FAILED
     assert failed_job.error_message == "Test failure"
   
-
+  def test_job_operations_with_empty_database(
-class TestEdgeCases:
-  """Tests for edge cases and error conditions."""
-  #
-  # @pytest.mark.asyncio
-  # async def test_multiple_jobs_for_same_file(
-  #     self,
-  #     job_service,
-  #     sample_document_id
-  # ):
-  #   """Test handling multiple jobs for the same file."""
-  #   # Create multiple jobs for same file
-  #   job1 = await job_service.create_job(sample_document_id, "task-1")
-  #   job2 = await job_service.create_job(sample_document_id, "task-2")
-  #   job3 = await job_service.create_job(sample_document_id, "task-3")
-  #
-  #   # Verify all jobs exist and are independent
-  #   jobs_for_file = await job_service.get_jobs_by_file_id(sample_document_id)
-  #   assert len(jobs_for_file) == 3
-  #
-  #   job_ids = [job.id for job in jobs_for_file]
-  #   assert job1.id in job_ids
-  #   assert job2.id in job_ids
-  #   assert job3.id in job_ids
-  #
-  #   # Verify status transitions work independently
-  #   await job_service.mark_job_as_started(job1.id)
-  #   await job_service.mark_job_as_completed(job1.id)
-  #
-  #   # Other jobs should still be pending
-  #   updated_job2 = await job_service.get_job_by_id(job2.id)
-  #   updated_job3 = await job_service.get_job_by_id(job3.id)
-  #
-  #   assert updated_job2.status == ProcessingStatus.PENDING
-  #   assert updated_job3.status == ProcessingStatus.PENDING
-  
-  @pytest.mark.asyncio
-  async def test_job_operations_with_empty_database(
       self,
       job_service
   ):
     """Test job operations when database is empty."""
     # Try to get nonexistent job
-    result = await job_service.get_job_by_id(ObjectId())
+    result = job_service.get_job_by_id(ObjectId())
     assert result is None
     
-    
     # Try to get jobs by status when none exist
-    pending_jobs = await job_service.get_jobs_by_status(ProcessingStatus.PENDING)
+    pending_jobs = job_service.get_jobs_by_status(ProcessingStatus.PENDING)
     assert pending_jobs == []
     
     # Try to delete nonexistent job
-    delete_result = await job_service.delete_job(ObjectId())
+    delete_result = job_service.delete_job(ObjectId())
     assert delete_result is False

tests/services/test_user_service.py

@@ -0,0 +1,739 @@
+"""
+Unit tests for UserService using in-memory MongoDB.
+
+Tests the business logic operations with real MongoDB operations
+using mongomock for better integration testing.
+"""
+
+import pytest
+from bson import ObjectId
+from mongomock.mongo_client import MongoClient
+
+from app.models.auth import UserRole
+from app.models.user import UserCreate, UserUpdate, UserCreateNoValidation
+from app.services.user_service import UserService
+
+
+@pytest.fixture
+def in_memory_database():
+  """Create an in-memory database for testing."""
+  client = MongoClient()
+  return client.test_database
+
+
+@pytest.fixture
+def user_service(in_memory_database):
+  """Create UserService with in-memory repositories."""
+  service = UserService(in_memory_database).initialize()
+  return service
+
+
+@pytest.fixture
+def sample_user_data():
+  """Sample user data for testing."""
+  return {
+      "username": "testuser",
+      "email": "testuser@example.com",
+      "password": "SecureP@ssw0rd123"
+  }
+
+
+@pytest.fixture
+def sample_user_data_2():
+  """Second sample user data for testing."""
+  return {
+      "username": "anotheruser",
+      "email": "anotheruser@example.com",
+      "password": "AnotherP@ssw0rd456"
+  }
+
+
+class TestCreateUser:
+  """Tests for create_user method."""
+  
+  def test_i_can_create_user_with_valid_data(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test creating user with valid data."""
+    # Execute
+    user_create = UserCreate(**sample_user_data)
+    result = user_service.create_user(user_create)
+    
+    # Verify user creation
+    assert result is not None
+    assert result.username == sample_user_data["username"]
+    assert result.email == sample_user_data["email"]
+    assert result.hashed_password is not None
+    assert result.hashed_password != sample_user_data["password"]
+    assert result.role == UserRole.USER
+    assert result.is_active is True
+    assert result.preferences == {}
+    assert result.created_at is not None
+    assert result.updated_at is not None
+    
+    # Verify user exists in database
+    user_in_db = user_service.get_user_by_id(str(result.id))
+    assert user_in_db is not None
+    assert user_in_db.id == result.id
+    assert user_in_db.username == sample_user_data["username"]
+  
+  def test_i_cannot_create_user_with_duplicate_username(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test that duplicate username raises ValueError."""
+    # Create first user
+    user_create = UserCreate(**sample_user_data)
+    user_service.create_user(user_create)
+    
+    # Try to create user with same username but different email
+    duplicate_user_data = sample_user_data.copy()
+    duplicate_user_data["email"] = "different@example.com"
+    duplicate_user_create = UserCreate(**duplicate_user_data)
+    
+    # Execute and verify exception
+    with pytest.raises(ValueError) as exc_info:
+      user_service.create_user(duplicate_user_create)
+    
+    assert "already exists" in str(exc_info.value)
+    assert sample_user_data["username"] in str(exc_info.value)
+  
+  def test_i_cannot_create_user_with_duplicate_email(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test that duplicate email raises ValueError."""
+    # Create first user
+    user_create = UserCreate(**sample_user_data)
+    user_service.create_user(user_create)
+    
+    # Try to create user with same email but different username
+    duplicate_user_data = sample_user_data.copy()
+    duplicate_user_data["username"] = "differentuser"
+    duplicate_user_create = UserCreate(**duplicate_user_data)
+    
+    # Execute and verify exception
+    with pytest.raises(ValueError) as exc_info:
+      user_service.create_user(duplicate_user_create)
+    
+    assert "already exists" in str(exc_info.value)
+    assert sample_user_data["email"] in str(exc_info.value)
+
+
+class TestGetUserMethods:
+  """Tests for user retrieval methods."""
+  
+  def test_i_can_get_user_by_username(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test retrieving user by username."""
+    # Create a user first
+    user_create = UserCreate(**sample_user_data)
+    created_user = user_service.create_user(user_create)
+    
+    # Execute
+    result = user_service.get_user_by_username(sample_user_data["username"])
+    
+    # Verify
+    assert result is not None
+    assert result.id == created_user.id
+    assert result.username == sample_user_data["username"]
+    assert result.email == sample_user_data["email"]
+  
+  def test_i_can_get_user_by_id(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test retrieving user by ID."""
+    # Create a user first
+    user_create = UserCreate(**sample_user_data)
+    created_user = user_service.create_user(user_create)
+    
+    # Execute
+    result = user_service.get_user_by_id(str(created_user.id))
+    
+    # Verify
+    assert result is not None
+    assert result.id == created_user.id
+    assert result.username == sample_user_data["username"]
+    assert result.email == sample_user_data["email"]
+  
+  def test_i_can_check_user_exists(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test checking if user exists."""
+    # Initially should not exist
+    assert user_service.user_exists(sample_user_data["username"]) is False
+    
+    # Create a user
+    user_create = UserCreate(**sample_user_data)
+    user_service.create_user(user_create)
+    
+    # Now should exist
+    assert user_service.user_exists(sample_user_data["username"]) is True
+  
+  def test_i_cannot_get_nonexistent_user_by_username(
+      self,
+      user_service
+  ):
+    """Test retrieving nonexistent user by username returns None."""
+    # Execute
+    result = user_service.get_user_by_username("nonexistentuser")
+    
+    # Verify
+    assert result is None
+  
+  def test_i_cannot_get_nonexistent_user_by_id(
+      self,
+      user_service
+  ):
+    """Test retrieving nonexistent user by ID returns None."""
+    # Execute with random ObjectId
+    result = user_service.get_user_by_id(str(ObjectId()))
+    
+    # Verify
+    assert result is None
+
+
+class TestAuthenticateUser:
+  """Tests for authenticate_user method."""
+  
+  def test_i_can_authenticate_user_with_valid_credentials(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test authenticating user with valid credentials."""
+    # Create a user
+    user_create = UserCreate(**sample_user_data)
+    created_user = user_service.create_user(user_create)
+    
+    # Execute authentication
+    result = user_service.authenticate_user(
+      sample_user_data["username"],
+      sample_user_data["password"]
+    )
+    
+    # Verify
+    assert result is not None
+    assert result.id == created_user.id
+    assert result.username == sample_user_data["username"]
+  
+  def test_i_cannot_authenticate_user_with_wrong_password(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test authenticating user with wrong password returns None."""
+    # Create a user
+    user_create = UserCreate(**sample_user_data)
+    user_service.create_user(user_create)
+    
+    # Execute authentication with wrong password
+    result = user_service.authenticate_user(
+      sample_user_data["username"],
+      "WrongP@ssw0rd123"
+    )
+    
+    # Verify
+    assert result is None
+  
+  def test_i_cannot_authenticate_user_with_wrong_username(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test authenticating user with wrong username returns None."""
+    # Create a user
+    user_create = UserCreate(**sample_user_data)
+    user_service.create_user(user_create)
+    
+    # Execute authentication with wrong username
+    result = user_service.authenticate_user(
+      "wrongusername",
+      sample_user_data["password"]
+    )
+    
+    # Verify
+    assert result is None
+  
+  def test_i_cannot_authenticate_inactive_user(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test authenticating inactive user returns None."""
+    # Create a user
+    user_create = UserCreate(**sample_user_data)
+    created_user = user_service.create_user(user_create)
+    
+    # Deactivate the user
+    user_service.update_user(str(created_user.id), UserUpdate(is_active=False))
+    
+    # Execute authentication
+    result = user_service.authenticate_user(
+      sample_user_data["username"],
+      sample_user_data["password"]
+    )
+    
+    # Verify
+    assert result is None
+
+
+class TestUpdateUser:
+  """Tests for update_user method."""
+  
+  def test_i_can_update_user_username(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test updating user username."""
+    # Create a user
+    user_create = UserCreate(**sample_user_data)
+    created_user = user_service.create_user(user_create)
+    
+    # Execute update
+    new_username = "updatedusername"
+    result = user_service.update_user(
+      str(created_user.id),
+      UserUpdate(username=new_username)
+    )
+    
+    # Verify
+    assert result is not None
+    assert result.username == new_username
+    
+    # Verify in database
+    updated_user = user_service.get_user_by_id(str(created_user.id))
+    assert updated_user.username == new_username
+  
+  def test_i_can_update_user_email(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test updating user email."""
+    # Create a user
+    user_create = UserCreate(**sample_user_data)
+    created_user = user_service.create_user(user_create)
+    
+    # Execute update
+    new_email = "newemail@example.com"
+    result = user_service.update_user(
+      str(created_user.id),
+      UserUpdate(email=new_email)
+    )
+    
+    # Verify
+    assert result is not None
+    assert result.email == new_email
+    
+    # Verify in database
+    updated_user = user_service.get_user_by_id(str(created_user.id))
+    assert updated_user.email == new_email
+  
+  def test_i_can_update_user_role(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test updating user role."""
+    # Create a user
+    user_create = UserCreate(**sample_user_data)
+    created_user = user_service.create_user(user_create)
+    
+    # Execute update
+    result = user_service.update_user(
+      str(created_user.id),
+      UserUpdate(role=UserRole.ADMIN)
+    )
+    
+    # Verify
+    assert result is not None
+    assert result.role == UserRole.ADMIN
+    
+    # Verify in database
+    updated_user = user_service.get_user_by_id(str(created_user.id))
+    assert updated_user.role == UserRole.ADMIN
+  
+  def test_i_can_update_user_is_active(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test updating user is_active status."""
+    # Create a user
+    user_create = UserCreate(**sample_user_data)
+    created_user = user_service.create_user(user_create)
+    
+    # Execute update
+    result = user_service.update_user(
+      str(created_user.id),
+      UserUpdate(is_active=False)
+    )
+    
+    # Verify
+    assert result is not None
+    assert result.is_active is False
+    
+    # Verify in database
+    updated_user = user_service.get_user_by_id(str(created_user.id))
+    assert updated_user.is_active is False
+  
+  def test_i_cannot_update_user_with_duplicate_username(
+      self,
+      user_service,
+      sample_user_data,
+      sample_user_data_2
+  ):
+    """Test that updating to existing username raises ValueError."""
+    # Create two users
+    user_create_1 = UserCreate(**sample_user_data)
+    user_1 = user_service.create_user(user_create_1)
+    
+    user_create_2 = UserCreate(**sample_user_data_2)
+    user_2 = user_service.create_user(user_create_2)
+    
+    # Try to update user_2 with user_1's username
+    with pytest.raises(ValueError) as exc_info:
+      user_service.update_user(
+        str(user_2.id),
+        UserUpdate(username=sample_user_data["username"])
+      )
+    
+    assert "already taken" in str(exc_info.value)
+  
+  def test_i_cannot_update_user_with_duplicate_email(
+      self,
+      user_service,
+      sample_user_data,
+      sample_user_data_2
+  ):
+    """Test that updating to existing email raises ValueError."""
+    # Create two users
+    user_create_1 = UserCreate(**sample_user_data)
+    user_1 = user_service.create_user(user_create_1)
+    
+    user_create_2 = UserCreate(**sample_user_data_2)
+    user_2 = user_service.create_user(user_create_2)
+    
+    # Try to update user_2 with user_1's email
+    with pytest.raises(ValueError) as exc_info:
+      user_service.update_user(
+        str(user_2.id),
+        UserUpdate(email=sample_user_data["email"])
+      )
+    
+    assert "already taken" in str(exc_info.value)
+  
+  def test_i_cannot_update_nonexistent_user(
+      self,
+      user_service
+  ):
+    """Test updating nonexistent user returns None."""
+    # Execute update with random ObjectId
+    result = user_service.update_user(
+      str(ObjectId()),
+      UserUpdate(username="newusername")
+    )
+    
+    # Verify
+    assert result is None
+
+
+class TestDeleteUser:
+  """Tests for delete_user method."""
+  
+  def test_i_can_delete_existing_user(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test deleting an existing user."""
+    # Create a user
+    user_create = UserCreate(**sample_user_data)
+    created_user = user_service.create_user(user_create)
+    
+    # Verify user exists
+    user_before_delete = user_service.get_user_by_id(str(created_user.id))
+    assert user_before_delete is not None
+    
+    # Execute deletion
+    result = user_service.delete_user(str(created_user.id))
+    
+    # Verify deletion
+    assert result is True
+    
+    # Verify user no longer exists
+    deleted_user = user_service.get_user_by_id(str(created_user.id))
+    assert deleted_user is None
+  
+  def test_i_cannot_delete_nonexistent_user(
+      self,
+      user_service
+  ):
+    """Test deleting a nonexistent user returns False."""
+    # Execute deletion with random ObjectId
+    result = user_service.delete_user(str(ObjectId()))
+    
+    # Verify
+    assert result is False
+
+
+class TestListAndCountMethods:
+  """Tests for list_users and count_users methods."""
+  
+  def test_i_can_list_users(
+      self,
+      user_service,
+      sample_user_data,
+      sample_user_data_2
+  ):
+    """Test listing all users."""
+    # Create multiple users
+    user_create_1 = UserCreate(**sample_user_data)
+    user_1 = user_service.create_user(user_create_1)
+    
+    user_create_2 = UserCreate(**sample_user_data_2)
+    user_2 = user_service.create_user(user_create_2)
+    
+    # Execute
+    result = user_service.list_users()
+    
+    # Verify
+    assert len(result) == 2
+    usernames = [user.username for user in result]
+    assert sample_user_data["username"] in usernames
+    assert sample_user_data_2["username"] in usernames
+  
+  def test_i_can_list_users_with_pagination(
+      self,
+      user_service
+  ):
+    """Test listing users with pagination."""
+    # Create 5 users
+    for i in range(5):
+      user_data = UserCreateNoValidation(
+        username=f"user{i}",
+        email=f"user{i}@example.com",
+        password="SecureP@ssw0rd123"
+      )
+      user_service.create_user(user_data)
+    
+    # Test skip and limit
+    result_page_1 = user_service.list_users(skip=0, limit=2)
+    assert len(result_page_1) == 2
+    
+    result_page_2 = user_service.list_users(skip=2, limit=2)
+    assert len(result_page_2) == 2
+    
+    result_page_3 = user_service.list_users(skip=4, limit=2)
+    assert len(result_page_3) == 1
+    
+    # Verify different users in each page
+    page_1_usernames = [user.username for user in result_page_1]
+    page_2_usernames = [user.username for user in result_page_2]
+    assert page_1_usernames != page_2_usernames
+  
+  def test_i_can_count_users(
+      self,
+      user_service,
+      sample_user_data,
+      sample_user_data_2
+  ):
+    """Test counting users."""
+    # Initially no users
+    assert user_service.count_users() == 0
+    
+    # Create first user
+    user_create_1 = UserCreate(**sample_user_data)
+    user_service.create_user(user_create_1)
+    assert user_service.count_users() == 1
+    
+    # Create second user
+    user_create_2 = UserCreate(**sample_user_data_2)
+    user_service.create_user(user_create_2)
+    assert user_service.count_users() == 2
+  
+  def test_list_users_returns_empty_list_when_no_users(
+      self,
+      user_service
+  ):
+    """Test listing users returns empty list when no users exist."""
+    # Execute
+    result = user_service.list_users()
+    
+    # Verify
+    assert result == []
+
+
+class TestUserPreferences:
+  """Tests for user preferences methods."""
+  
+  def test_i_can_get_user_preference(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test getting user preference."""
+    # Create a user with preferences
+    user_create = UserCreate(**sample_user_data)
+    created_user = user_service.create_user(user_create)
+    
+    # Set a preference
+    user_service.set_preference(str(created_user.id), "theme", "dark")
+    
+    # Execute
+    result = user_service.get_preference(str(created_user.id), "theme")
+    
+    # Verify
+    assert result == "dark"
+  
+  def test_i_can_set_user_preference(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test setting user preference."""
+    # Create a user
+    user_create = UserCreate(**sample_user_data)
+    created_user = user_service.create_user(user_create)
+    
+    # Execute
+    result = user_service.set_preference(str(created_user.id), "language", "fr")
+    
+    # Verify
+    assert result is not None
+    assert result.preferences.get("language") == "fr"
+    
+    # Verify in database
+    updated_user = user_service.get_user_by_id(str(created_user.id))
+    assert updated_user.preferences.get("language") == "fr"
+  
+  def test_i_cannot_get_preference_for_nonexistent_user(
+      self,
+      user_service
+  ):
+    """Test getting preference for nonexistent user returns None."""
+    # Execute with random ObjectId
+    result = user_service.get_preference(str(ObjectId()), "theme")
+    
+    # Verify
+    assert result is None
+  
+  def test_i_cannot_set_preference_for_nonexistent_user(
+      self,
+      user_service
+  ):
+    """Test setting preference for nonexistent user returns None."""
+    # Execute with random ObjectId
+    result = user_service.set_preference(str(ObjectId()), "theme", "dark")
+    
+    # Verify
+    assert result is None
+  
+  def test_get_preference_returns_none_for_nonexistent_key(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test getting nonexistent preference key returns None."""
+    # Create a user
+    user_create = UserCreate(**sample_user_data)
+    created_user = user_service.create_user(user_create)
+    
+    # Execute
+    result = user_service.get_preference(str(created_user.id), "nonexistent_key")
+    
+    # Verify
+    assert result is None
+
+
+class TestUserLifecycle:
+  """Tests for complete user lifecycle scenarios."""
+  
+  def test_complete_user_lifecycle(
+      self,
+      user_service,
+      sample_user_data
+  ):
+    """Test complete user lifecycle: create → authenticate → update → preferences → delete."""
+    # Create user
+    user_create = UserCreate(**sample_user_data)
+    created_user = user_service.create_user(user_create)
+    assert created_user is not None
+    assert created_user.username == sample_user_data["username"]
+    
+    # Authenticate user
+    authenticated_user = user_service.authenticate_user(
+      sample_user_data["username"],
+      sample_user_data["password"]
+    )
+    assert authenticated_user is not None
+    assert authenticated_user.id == created_user.id
+    
+    # Update user
+    updated_user = user_service.update_user(
+      str(created_user.id),
+      UserUpdate(role=UserRole.ADMIN)
+    )
+    assert updated_user.role == UserRole.ADMIN
+    
+    # Set preference
+    user_with_pref = user_service.set_preference(
+      str(created_user.id),
+      "theme",
+      "dark"
+    )
+    assert user_with_pref.preferences.get("theme") == "dark"
+    
+    # Get preference
+    pref_value = user_service.get_preference(str(created_user.id), "theme")
+    assert pref_value == "dark"
+    
+    # Delete user
+    delete_result = user_service.delete_user(str(created_user.id))
+    assert delete_result is True
+    
+    # Verify user no longer exists
+    deleted_user = user_service.get_user_by_id(str(created_user.id))
+    assert deleted_user is None
+  
+  def test_user_operations_with_empty_database(
+      self,
+      user_service
+  ):
+    """Test user operations when database is empty."""
+    # Try to get nonexistent user
+    result = user_service.get_user_by_id(str(ObjectId()))
+    assert result is None
+    
+    # Try to get user by username
+    result = user_service.get_user_by_username("nonexistent")
+    assert result is None
+    
+    # Try to list users
+    users = user_service.list_users()
+    assert users == []
+    
+    # Try to count users
+    count = user_service.count_users()
+    assert count == 0
+    
+    # Try to delete nonexistent user
+    delete_result = user_service.delete_user(str(ObjectId()))
+    assert delete_result is False
+    
+    # Try to check user existence
+    exists = user_service.user_exists("nonexistent")
+    assert exists is False

tests/utils/test_pdf_converter.py

@@ -0,0 +1,55 @@
+import shutil
+import tempfile
+from pathlib import Path
+
+import pytest
+
+from app.utils.pdf_converter import TextToPdfConverter, ImageToPdfConverter, WordToPdfConverter
+
+
+@pytest.fixture
+def temp_dir():
+  """Create a temporary directory for output PDFs."""
+  dir_path = tempfile.mkdtemp()
+  yield dir_path
+  shutil.rmtree(dir_path)
+
+
+def test_i_can_convert_text_to_pdf(temp_dir):
+  input_txt = Path(temp_dir) / "test.txt"
+  input_txt.write_text("Hello World!\nThis is a test.")
+  
+  converter = TextToPdfConverter(str(input_txt), output_dir=temp_dir)
+  converter.convert()
+  
+  assert Path(converter.output_path).exists()
+  assert str(converter.output_path).endswith(".pdf")
+
+
+def test_i_can_convert_image_to_pdf(temp_dir):
+  from PIL import Image
+  
+  input_img = Path(temp_dir) / "image.png"
+  image = Image.new("RGB", (100, 100), color="red")
+  image.save(input_img)
+  
+  converter = ImageToPdfConverter(str(input_img), output_dir=temp_dir)
+  converter.convert()
+  
+  assert Path(converter.output_path).exists()
+  assert str(converter.output_path).endswith(".pdf")
+
+
+def test_i_can_convert_word_to_pdf(temp_dir):
+  import docx
+  
+  input_docx = Path(temp_dir) / "document.docx"
+  doc = docx.Document()
+  doc.add_paragraph("Hello Word!")
+  doc.save(input_docx)
+  
+  converter = WordToPdfConverter(str(input_docx), output_dir=temp_dir)
+  converter.convert()
+  
+  assert Path(converter.output_path).exists()
+  assert str(converter.output_path).endswith(".pdf")