059ad8162e
- Introduce new database models for conversation sessions, messages, and artifacts to support conversation history tracking. - Implement API routes for listing conversations and retrieving detailed conversation data, enhancing user interaction with historical records. - Add a conversation recorder service to persist conversation messages in real-time without disrupting ongoing calls. - Update the frontend to display conversation history, including filtering and sorting options, improving user experience. - Enhance the pipeline to integrate conversation history recording seamlessly during interactions.
138 lines
4.9 KiB
Python
138 lines
4.9 KiB
Python
"""对话历史持久化。
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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
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conversation_artifacts，并把对象存储地址关联到会话或消息。
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"""
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import asyncio
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from datetime import UTC, datetime
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from uuid import uuid4
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from db.models import ConversationMessage, ConversationSession
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from db.session import SessionLocal
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from loguru import logger
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def _parse_timestamp(value: object) -> datetime:
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if not isinstance(value, str) or not value:
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return datetime.now(UTC)
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try:
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parsed = datetime.fromisoformat(value.replace("Z", "+00:00"))
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return parsed if parsed.tzinfo else parsed.replace(tzinfo=UTC)
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except ValueError:
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return datetime.now(UTC)
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class ConversationRecorder:
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"""按事件顺序写入一通会话；写库失败不应中断实时通话。"""
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def __init__(self, session_id: str):
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self.session_id = session_id
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self._sequence = 0
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self._lock = asyncio.Lock()
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self._seen_events: set[str] = set()
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@classmethod
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async def start(
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cls,
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*,
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assistant_id: str | None,
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assistant_name: str,
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channel: str,
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runtime_mode: str,
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) -> "ConversationRecorder | None":
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session_id = f"conv_{uuid4().hex[:20]}"
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try:
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async with SessionLocal() as db:
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db.add(
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ConversationSession(
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id=session_id,
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assistant_id=assistant_id,
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assistant_name=assistant_name,
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channel=channel,
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runtime_mode=runtime_mode,
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status="active",
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message_count=0,
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extra={},
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)
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)
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await db.commit()
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return cls(session_id)
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except Exception as exc:
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logger.error(f"创建对话历史会话失败，不影响本次通话: {exc}")
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return None
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async def record_transport_message(self, message: object) -> None:
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if not isinstance(message, dict):
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return
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event_type = message.get("type")
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role = ""
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content = ""
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extra: dict = {}
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timestamp = message.get("timestamp")
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event_key = ""
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if event_type == "transcript":
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role = str(message.get("role") or "")
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content = str(message.get("content") or "").strip()
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event_key = f"transcript:{role}:{timestamp}:{content}"
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elif event_type == "assistant-text-end":
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role = "assistant"
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content = str(message.get("content") or "").strip()
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turn_id = str(message.get("turn_id") or "")
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event_key = f"assistant:{turn_id}"
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extra = {
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"turn_id": turn_id,
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"interrupted": bool(message.get("interrupted", False)),
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}
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else:
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return
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if role not in {"user", "assistant"} or not content or event_key in self._seen_events:
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return
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self._seen_events.add(event_key)
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await self._append(role, content, timestamp, extra)
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async def _append(
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self,
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role: str,
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content: str,
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timestamp: object,
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extra: dict,
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) -> None:
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async with self._lock:
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next_sequence = self._sequence + 1
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try:
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async with SessionLocal() as db:
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db.add(
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ConversationMessage(
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id=f"msg_{uuid4().hex[:20]}",
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session_id=self.session_id,
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sequence=next_sequence,
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role=role,
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content_type="text",
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content=content,
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occurred_at=_parse_timestamp(timestamp),
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extra=extra,
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)
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)
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conversation = await db.get(ConversationSession, self.session_id)
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if conversation:
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conversation.message_count = next_sequence
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await db.commit()
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self._sequence = next_sequence
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except Exception as exc:
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logger.error(f"保存对话文本失败，不影响本次通话: {exc}")
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async def finish(self, *, status: str = "completed") -> None:
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try:
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async with SessionLocal() as db:
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conversation = await db.get(ConversationSession, self.session_id)
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if conversation:
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conversation.status = status
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conversation.ended_at = datetime.now(UTC)
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conversation.message_count = self._sequence
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await db.commit()
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except Exception as exc:
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logger.error(f"结束对话历史会话失败: {exc}")
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