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Database Models
Pydantic models for database tables
"""
from datetime import datetime
from typing import Optional, List, Any
from pydantic import BaseModel, Field
from enum import Enum
# ============================================================================
# ENUMS
# ============================================================================
class UserRole(str, Enum):
USER = "user"
ADMIN = "admin"
SUPER_ADMIN = "super_admin"
class AdminRole(str, Enum):
MODERATOR = "moderator"
ADMIN = "admin"
SUPER_ADMIN = "super_admin"
class MessageRole(str, Enum):
USER = "user"
ASSISTANT = "assistant"
SYSTEM = "system"
class MemoryLayer(str, Enum):
MID_TERM = "mid_term"
LONG_TERM = "long_term"
class ProcessingStatus(str, Enum):
PENDING = "pending"
PROCESSING = "processing"
COMPLETED = "completed"
FAILED = "failed"
class Theme(str, Enum):
LIGHT = "light"
DARK = "dark"
SYSTEM = "system"
# ============================================================================
# USER MODELS
# ============================================================================
class UserProfile(BaseModel):
"""User profile model"""
id: str # UUID
email: str
full_name: Optional[str] = None
avatar_url: Optional[str] = None
company_name: Optional[str] = None
role: UserRole = UserRole.USER
is_active: bool = True
created_at: datetime = Field(default_factory=datetime.now)
updated_at: datetime = Field(default_factory=datetime.now)
class UserProfileCreate(BaseModel):
"""Create user profile"""
email: str
full_name: Optional[str] = None
company_name: Optional[str] = None
class UserProfileUpdate(BaseModel):
"""Update user profile"""
full_name: Optional[str] = None
avatar_url: Optional[str] = None
company_name: Optional[str] = None
class AdminUser(BaseModel):
"""Admin user model"""
id: str
user_id: str
admin_role: AdminRole = AdminRole.MODERATOR
permissions: dict = {}
granted_by: Optional[str] = None
granted_at: datetime = Field(default_factory=datetime.now)
is_active: bool = True
notes: Optional[str] = None
# ============================================================================
# CONVERSATION MODELS
# ============================================================================
class Conversation(BaseModel):
"""Conversation model"""
id: str
user_id: str
title: Optional[str] = None
mode: str = "auto"
is_archived: bool = False
message_count: int = 0
last_message_at: Optional[datetime] = None
created_at: datetime = Field(default_factory=datetime.now)
updated_at: datetime = Field(default_factory=datetime.now)
class ConversationCreate(BaseModel):
"""Create conversation"""
title: Optional[str] = None
mode: str = "auto"
class Message(BaseModel):
"""Message model"""
id: str
conversation_id: str
user_id: str
role: MessageRole
content: str
mode: Optional[str] = None
sources: Optional[List[str]] = None
metadata: dict = {}
created_at: datetime = Field(default_factory=datetime.now)
class MessageCreate(BaseModel):
"""Create message"""
conversation_id: str
role: MessageRole
content: str
mode: Optional[str] = None
sources: Optional[List[str]] = None
metadata: dict = {}
# ============================================================================
# FILE MODELS
# ============================================================================
class UserFile(BaseModel):
"""User file metadata model"""
id: str
user_id: str
filename: str
original_filename: str
file_type: str
file_size: int
mime_type: Optional[str] = None
storage_path: str
bucket_name: str = "user-files"
is_processed: bool = False
is_indexed: bool = False
processing_status: ProcessingStatus = ProcessingStatus.PENDING
processing_error: Optional[str] = None
metadata: dict = {}
uploaded_at: datetime = Field(default_factory=datetime.now)
processed_at: Optional[datetime] = None
class UserFileCreate(BaseModel):
"""Create user file record"""
filename: str
original_filename: str
file_type: str
file_size: int
mime_type: Optional[str] = None
storage_path: str
metadata: dict = {}
# ============================================================================
# QUERY MODELS
# ============================================================================
class UserQuery(BaseModel):
"""User query log model"""
id: str
user_id: str
conversation_id: Optional[str] = None
query_text: str
query_type: Optional[str] = None
response_time_ms: Optional[int] = None
tokens_used: Optional[int] = None
cache_hit: bool = False
sources_used: Optional[List[str]] = None
created_at: datetime = Field(default_factory=datetime.now)
class UserQueryCreate(BaseModel):
"""Create query log"""
conversation_id: Optional[str] = None
query_text: str
query_type: Optional[str] = None
response_time_ms: Optional[int] = None
tokens_used: Optional[int] = None
cache_hit: bool = False
sources_used: Optional[List[str]] = None
# ============================================================================
# MEMORY MODELS
# ============================================================================
class UserMemory(BaseModel):
"""User memory model"""
id: str
user_id: str
memory_layer: MemoryLayer
memory_type: str
content: dict
embedding: Optional[List[float]] = None
metadata: dict = {}
confidence: Optional[float] = None
expires_at: Optional[datetime] = None
access_count: int = 0
last_accessed: Optional[datetime] = None
created_at: datetime = Field(default_factory=datetime.now)
updated_at: datetime = Field(default_factory=datetime.now)
class UserMemoryCreate(BaseModel):
"""Create memory entry"""
memory_layer: MemoryLayer
memory_type: str
content: dict
metadata: dict = {}
confidence: Optional[float] = None
expires_at: Optional[datetime] = None
# ============================================================================
# PREFERENCES MODELS
# ============================================================================
class UserPreferences(BaseModel):
"""User preferences model"""
id: str
user_id: str
theme: Theme = Theme.DARK
currency_code: str = "INR"
currency_symbol: str = "₹"
language: str = "en"
notifications_enabled: bool = True
email_notifications: bool = True
auto_save_conversations: bool = True
default_chat_mode: str = "auto"
custom_settings: dict = {}
created_at: datetime = Field(default_factory=datetime.now)
updated_at: datetime = Field(default_factory=datetime.now)
class UserPreferencesUpdate(BaseModel):
"""Update user preferences"""
theme: Optional[Theme] = None
currency_code: Optional[str] = None
currency_symbol: Optional[str] = None
language: Optional[str] = None
notifications_enabled: Optional[bool] = None
email_notifications: Optional[bool] = None
auto_save_conversations: Optional[bool] = None
default_chat_mode: Optional[str] = None
custom_settings: Optional[dict] = None
# ============================================================================
# AUTH MODELS
# ============================================================================
class AuthSignUp(BaseModel):
"""Signup request"""
email: str
password: str
full_name: Optional[str] = None
company_name: Optional[str] = None
class AuthLogin(BaseModel):
"""Login request"""
email: str
password: str
class AuthMagicLink(BaseModel):
"""Magic link request"""
email: str
class AuthResponse(BaseModel):
"""Auth response"""
user: Optional[UserProfile] = None
access_token: Optional[str] = None
refresh_token: Optional[str] = None
expires_at: Optional[int] = None
message: Optional[str] = None
class AuthUser(BaseModel):
"""Authenticated user from JWT"""
id: str
email: str
role: UserRole = UserRole.USER
is_admin: bool = False
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