Data models¶

The 14 SQLAlchemy models in backend/app/models/__init__.py, with their wire-shape Pydantic schemas.

User¶

Field	Type	Notes
id	string (UUID)	Primary key
name	string	Required
email	string \| null	Unique when set, optional
language	string	Default `"de"`
created_at	datetime (ISO 8601)	Auto-set
updated_at	datetime (ISO 8601)	Auto-updated

Relationships: projects, curriculums, profiles, settings (1:1).

UserSettings¶

Field	Type	Notes
id	string (UUID)	Primary key
user_id	string (UUID)	FK → User, unique
language	string	Default `"de"`
active_provider	enum `AIProvider`	`anthropic` / `openai` / `gemini`, default `anthropic`
api_key_anthropic	string \| null	Fernet-encrypted; backend-only
api_key_openai	string \| null	Fernet-encrypted; backend-only
api_key_gemini	string \| null	Fernet-encrypted; backend-only
model_override_anthropic	string \| null	Default `null` (use plugin default)
model_override_openai	string \| null	Default `null`
model_override_gemini	string \| null	Default `null`

The wire schema (UserSettingsOut) replaces the three api_key_* fields with has_<provider>_key: bool booleans — cleartext never travels back to the client.

LearningProject¶

Field	Type	Notes
id	string (UUID)	Primary key
user_id	string (UUID)	FK → User
topic	string	Max 500 chars
goal	string	Text, unlimited
timeframe	string	Max 100 chars
daily_minutes	integer	Required
current_problem	string \| null	Text, optional
active	boolean	Default `true`
created_at	datetime
updated_at	datetime

LearningProfile¶

Field	Type	Notes
id	string (UUID)	Primary key
user_id	string (UUID)	FK → User
project_id	string (UUID)	FK → LearningProject
deductive	float	0.0-1.0
inductive	float	0.0-1.0
error_based	float	0.0-1.0
dialogic	float	0.0-1.0
contextual	float	0.0-1.0
ai_adaptive	float	0.0-1.0
assessed_at	datetime
version	integer	Bumps on re-evaluate

Wire schema adds dominant_method (computed property, argmax over the 6 weights, alphabetical tie-break).

LearningSession¶

Field	Type	Notes
id	string (UUID)	Primary key
project_id	string (UUID)	FK → LearningProject
method	enum `LearningMethod`	One of the six
started_at	datetime	Auto-set on create
ended_at	datetime \| null	Set on `/end`
cycle_step	integer	1-7, default 1
status	enum `SessionStatus`	`active` / `completed` / `abandoned`

SessionMessage¶

Field	Type	Notes
id	string (UUID)	Primary key
session_id	string (UUID)	FK → LearningSession
role	enum `MessageRole`	`user` / `assistant` / `system`
content	string	Text, unlimited
created_at	datetime

SessionRating¶

Field	Type	Notes
id	string (UUID)	Primary key
session_id	string (UUID)	FK → LearningSession
understanding	integer	1-5
stress	integer	1-5
method_fit	integer	1-5
notes	string \| null	Optional
created_at	datetime

SessionNote¶

Field	Type	Notes
id	string (UUID)	Primary key
session_id	string (UUID)	FK → LearningSession
content	string	Required
created_at	datetime

Currently unused by the v0.7.0 UI; reserved for an inline notepad feature in a future phase.

ProgressCommit¶

Field	Type	Notes
id	string (UUID)	Primary key
project_id	string (UUID)	FK → LearningProject
session_id	string (UUID)	FK → LearningSession
method	enum `LearningMethod`
understanding	float	0.0-1.0 (rescaled from 1-5)
stress	float	0.0-1.0
error_rate	float	0.0-1.0, currently always 0.0
duration_minutes	integer	Computed from ended_at - started_at
committed_at	datetime

Written by the tracking plugin's on_session_complete hookimpl when a session is ended with a rating.

StepEvaluation¶

Field	Type	Notes
id	string (UUID)	Primary key
session_id	string (UUID)	FK → LearningSession
from_step	integer	Cycle step BEFORE evaluation
to_step	integer	Cycle step AFTER (= from_step if not applied)
advance	boolean	The AI said advance?
confidence	float	0.0-1.0
applied	boolean	Was the suggestion actually applied?
fallback_used	boolean	True iff JSON parse failed
reason	string	AI's human-readable explanation
evaluated_at	datetime

MethodSwitch¶

Field	Type	Notes
id	string (UUID)	Primary key
project_id	string (UUID)	FK → LearningProject
from_method	enum `LearningMethod`
to_method	enum `LearningMethod`
reason	string	Why the user accepted the switch
switched_at	datetime

Curriculum, LearningTopic, Lesson¶

Curriculum	Type	Notes
id	UUID
user_id	UUID	FK
title, description, language	string, string\|null, string

LearningTopic	Type	Notes
id	UUID
curriculum_id	UUID	FK
parent_id	UUID \| null	Self-FK for tree
title, description, order_index

Lesson	Type	Notes
id	UUID
curriculum_id	UUID	FK
title, content, order_index

Enums¶

class LearningMethod(str, Enum):
    DEDUCTIVE = "deductive"
    INDUCTIVE = "inductive"
    ERROR_BASED = "error_based"
    DIALOGIC = "dialogic"
    CONTEXTUAL = "contextual"
    AI_ADAPTIVE = "ai_adaptive"

class SessionStatus(str, Enum):
    ACTIVE = "active"
    COMPLETED = "completed"
    ABANDONED = "abandoned"

class MessageRole(str, Enum):
    USER = "user"
    ASSISTANT = "assistant"
    SYSTEM = "system"

class AIProvider(str, Enum):
    ANTHROPIC = "anthropic"
    OPENAI = "openai"
    GEMINI = "gemini"

The wire form is the lowercase string value (e.g. "deductive", not "DEDUCTIVE").