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AIRegulation-DocAnalysis/backend/app/domain/conversation/models.py

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"""Define domain models for conversation."""
from __future__ import annotations
from dataclasses import dataclass, field
from typing import Any
# Keep module behavior explicit so the backend flow stays easy to audit.
@dataclass
class AnswerSource:
"""Represent answer source data."""
doc_id: str
doc_name: str
chunk_id: str
section_title: str
page_number: int
score: float
content: str
metadata: dict[str, Any] = field(default_factory=dict)
@dataclass
class ConversationMessage:
"""Represent conversation message data."""
role: str
content: str
timestamp: int
sources: list[dict[str, Any]] = field(default_factory=list)
@dataclass
class ConversationSession:
"""Represent conversation session data."""
session_id: str
messages: list[ConversationMessage] = field(default_factory=list)
created_at: int = 0
updated_at: int = 0
metadata: dict[str, Any] = field(default_factory=dict)
@dataclass
class AnswerResult:
"""Represent answer result data."""
answer: str
sources: list[AnswerSource] = field(default_factory=list)
model: str = ""
latency_ms: int = 0
retrieved_count: int = 0
context_tokens: int = 0
truncated: bool = False
error: str | None = None