Files
ai-video-fullstack/backend/services/conversation_history.py
Xin Wang deaf3d7730 Add dynamic variable support to Assistant model and related components
- Introduce dynamic variable definitions in AssistantConfig and Assistant models, allowing for flexible prompt customization.
- Implement validation for dynamic variable names and types in the schema.
- Update backend services and routes to handle dynamic variables in assistant configurations and runtime processing.
- Enhance frontend components to support dynamic variable definitions, including a new editor for managing variables.
- Add tests to ensure proper functionality and validation of dynamic variables in various scenarios.
2026-07-12 23:42:56 +08:00

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"""对话历史持久化。
只依赖管线已经发给客户端的最终文本事件,不侵入 Pipecat。媒体历史以后写入
conversation_artifacts并把对象存储地址关联到会话或消息。
"""
import asyncio
from datetime import UTC, datetime
from uuid import uuid4
from db.models import ConversationMessage, ConversationSession
from db.session import SessionLocal
from loguru import logger
def _parse_timestamp(value: object) -> datetime:
if not isinstance(value, str) or not value:
return datetime.now(UTC)
try:
parsed = datetime.fromisoformat(value.replace("Z", "+00:00"))
return parsed if parsed.tzinfo else parsed.replace(tzinfo=UTC)
except ValueError:
return datetime.now(UTC)
class ConversationRecorder:
"""按事件顺序写入一通会话;写库失败不应中断实时通话。"""
def __init__(self, session_id: str):
self.session_id = session_id
self._sequence = 0
self._lock = asyncio.Lock()
self._seen_events: set[str] = set()
@classmethod
async def start(
cls,
*,
assistant_id: str | None,
assistant_name: str,
channel: str,
runtime_mode: str,
session_id: str | None = None,
) -> "ConversationRecorder | None":
session_id = session_id or f"conv_{uuid4().hex[:20]}"
try:
async with SessionLocal() as db:
db.add(
ConversationSession(
id=session_id,
assistant_id=assistant_id,
assistant_name=assistant_name,
channel=channel,
runtime_mode=runtime_mode,
status="active",
message_count=0,
extra={},
)
)
await db.commit()
return cls(session_id)
except Exception as exc:
logger.error(f"创建对话历史会话失败,不影响本次通话: {exc}")
return None
async def record_transport_message(self, message: object) -> None:
if not isinstance(message, dict):
return
event_type = message.get("type")
role = ""
content = ""
extra: dict = {}
timestamp = message.get("timestamp")
event_key = ""
if event_type == "transcript":
role = str(message.get("role") or "")
content = str(message.get("content") or "").strip()
event_key = f"transcript:{role}:{timestamp}:{content}"
elif event_type == "assistant-text-end":
role = "assistant"
content = str(message.get("content") or "").strip()
turn_id = str(message.get("turn_id") or "")
event_key = f"assistant:{turn_id}"
extra = {
"turn_id": turn_id,
"interrupted": bool(message.get("interrupted", False)),
}
else:
return
if role not in {"user", "assistant"} or not content or event_key in self._seen_events:
return
self._seen_events.add(event_key)
await self._append(role, content, timestamp, extra)
async def _append(
self,
role: str,
content: str,
timestamp: object,
extra: dict,
) -> None:
async with self._lock:
next_sequence = self._sequence + 1
try:
async with SessionLocal() as db:
db.add(
ConversationMessage(
id=f"msg_{uuid4().hex[:20]}",
session_id=self.session_id,
sequence=next_sequence,
role=role,
content_type="text",
content=content,
occurred_at=_parse_timestamp(timestamp),
extra=extra,
)
)
conversation = await db.get(ConversationSession, self.session_id)
if conversation:
conversation.message_count = next_sequence
await db.commit()
self._sequence = next_sequence
except Exception as exc:
logger.error(f"保存对话文本失败,不影响本次通话: {exc}")
async def finish(self, *, status: str = "completed") -> None:
try:
async with SessionLocal() as db:
conversation = await db.get(ConversationSession, self.session_id)
if conversation:
conversation.status = status
conversation.ended_at = datetime.now(UTC)
conversation.message_count = self._sequence
await db.commit()
except Exception as exc:
logger.error(f"结束对话历史会话失败: {exc}")