Files
AgentLab/backend/app/api/conversations.py
T
ThearchyHelios e10c4f23fc 界面与交互全面翻修(前两波):运行态有了 HUD 和时间轴,终态会收尾,全站令牌、组件、文案统一
来自 2026-09 的 UI/UX 审查(142 条)。本提交是前两波,第三波(记录页接入时间轴、跨页互链、check-ui 更新、全站扫尾)另行提交。

地基
- 设计令牌:全局规则和 .btn/.field/.chip 放进 CSS 层,Tailwind 工具类重新生效,选中态、开启态不再被吞掉;字号阶梯;
  辅助文字在所有底色上 >= 4.5:1;状态色专用,节点类型色与之拉开色相;「跟随系统」真的跟随,首帧不闪深色;新字标与 favicon
- 基础组件:confirmDialog / promptDialog 取代原生对话框;toast 出错不自动消失、可复制、读屏可播报;离线横幅与断线恢复;
  九种剪影的状态徽标;唯一一份状态文案(lib/status)、格式化(lib/format)、术语(lib/terms)、报错人话(lib/errors)
- 运行态内核:事件折成航迹(run/trace.ts),可投影到任意时刻;取消 / 失败 / 服务重启后统一收尾,不再永远转圈;
  run.status 随事件回写;token 事件不再堆进 events
- 后端:协作成员逐个完成即发事件,调度者决策有事件;时长分执行 / 墙钟 / 等人;API 时间带时区;
  中断的运行也发 stream.end;运行列表可筛选翻页;删除运行 / 工作流有保护;运行默认值接通;可测未保存的配置;
  报错说清发生了什么、为什么、怎么办

功能
- 画布:状态四重编码、固定高度遥测槽、按缩放三档、运行胶囊与 HUD、航迹时间轴与回放、执行轨迹边、
  等待闸门、跟随执行、正式运行只读、一次性时刻(开场点亮、回扫、阻断级联、出具印章)
- 编辑:撤销重做、版本历史、问题面板可定位、三栏可收起、模板与表达式字段区分、变量血缘、快捷键、带搜索的选择器
- 回答流 / 问数据:贴底才跟随滚动、工件下钻、出具横幅列出缺口、答案可复制导出、按会话的忙闲、
  答案不再在 2000 字处截断、重启后这一轮会收尾
- 记录页:待审批 / 运行中 / 失败页签、筛选翻页、实时接流、排错路径指到节点、封存凭证常驻
- 管理页:新的「数据」页、写操作失败都有反馈、弹窗里先测连接、统一持久的连接状态
- 外壳:导航改版、⌘K 命令面板、? 快捷键帮助、404、页面标题与 favicon 状态点、后台提醒

验证(沙箱):tsc 干净,pytest 579 passed,14 个检查脚本中 13 个全绿;check-ui 剩 1 项旧断言(按旧日期格式找运行行),第三波更新。
2026-09-26 23:11:31 +08:00

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"""会话:把一串问答串成一次对话。
在此之前"对话"只是前端内存里的一个数组——刷新页面就没了,而每一轮又各自
从零建图,所以"上一轮问过什么"在系统里无处可查。这个模块把它落到库里,
同时服务两件事:给用户看的历史列表,和给模型看的上下文(`_history_text`
被 copilot 拿去拼进 prompt)。
轮次的写入由前端驱动,分两步:开轮(只有问题)→ 回填(图、run、答案)。
让 copilot 或 runner 自己去写会更"自动",但建图失败、运行失败、用户中途
取消这三种半途而废的情况它们各自只知道一半,最后还是要在三个地方各接一次。
前端本来就完整地知道这一轮走到哪了。
"""
from __future__ import annotations
from typing import Any
from fastapi import APIRouter, Depends, HTTPException
from pydantic import BaseModel, Field
from sqlalchemy import delete, func, select
from sqlalchemy.ext.asyncio import AsyncSession
from app.db.base import get_session, utcnow
from app.db.models import Conversation, ConversationTurn
router = APIRouter(prefix="/api/conversations", tags=["conversations"])
#: 喂给模型的历史轮数上限。再多意义不大,而 prompt 是要花钱的
HISTORY_TURNS = 6
#: 单轮问答在上下文里的截断长度。一次查询结果可能有几千字,整段塞进去
#: 会把后面几轮挤掉——那还不如少说点、多留几轮
HISTORY_ANSWER_CHARS = 600
def title_from(question: str, limit: int = 24) -> str:
"""用第一问当标题。没有标题的会话在列表里是一排"新对话",等于没有列表。"""
text = " ".join((question or "").split())
if not text:
return "新对话"
return text if len(text) <= limit else text[:limit] + "…"
# --------------------------------------------------------------------------
# 出入参
# --------------------------------------------------------------------------
class ConversationIn(BaseModel):
kind: str = Field(default="chat", pattern="^(chat|canvas)$")
workflow_id: str | None = None
title: str = ""
class ConversationPatch(BaseModel):
title: str | None = None
archived: bool | None = None
class TurnIn(BaseModel):
question: str = ""
class TurnPatch(BaseModel):
"""回填。全是可选——一轮可能在任何一步停下,能填多少填多少。"""
question: str | None = None
answer: str | None = None
explanation: str | None = None
graph: dict[str, Any] | None = None
run_id: str | None = None
status: str | None = Field(default=None, pattern="^(running|done|error)$")
error: str | None = None
review: dict[str, Any] | None = None
class TurnOut(BaseModel):
id: str
seq: int
question: str
answer: str
explanation: str
graph: dict[str, Any] | None = None
run_id: str | None = None
status: str
error: str
#: 复核结论。None = 这一轮没复核过,和「复核过、没发现问题」不是一回事
review: dict[str, Any] | None = None
created_at: Any = None
model_config = {"from_attributes": True}
class ConversationOut(BaseModel):
id: str
title: str
kind: str
workflow_id: str | None = None
archived: bool
created_at: Any = None
last_active_at: Any = None
turn_count: int = 0
#: 列表里给个副标题,让人一眼认出是哪次聊天
last_question: str = ""
model_config = {"from_attributes": True}
class ConversationDetail(ConversationOut):
turns: list[TurnOut] = Field(default_factory=list)
# from_attributes 不能直接吃 Conversation:pydantic 会去读同名的 turns
# 关系属性,而那是个未加载的 lazy relationship,在异步上下文里一读就是
# MissingGreenlet。turns 一律显式传进来
model_config = {"from_attributes": False}
def _detail(row: Conversation, turns: list[ConversationTurn]) -> ConversationDetail:
base = ConversationOut.model_validate(row)
return ConversationDetail(
**base.model_dump(),
turns=[TurnOut.model_validate(t) for t in turns],
)
# --------------------------------------------------------------------------
# 会话
# --------------------------------------------------------------------------
async def _get(session: AsyncSession, conversation_id: str) -> Conversation:
row = await session.get(Conversation, conversation_id)
if not row:
raise HTTPException(404, "这个对话不存在,可能已经被删了")
return row
@router.get("", response_model=list[ConversationOut])
async def list_conversations(
kind: str = "chat",
workflow_id: str | None = None,
include_archived: bool = False,
session: AsyncSession = Depends(get_session),
) -> list[ConversationOut]:
query = select(Conversation).where(Conversation.kind == kind)
if workflow_id:
query = query.where(Conversation.workflow_id == workflow_id)
if not include_archived:
query = query.where(Conversation.archived.is_(False))
rows = list((await session.execute(
query.order_by(Conversation.last_active_at.desc())
)).scalars())
if not rows:
return []
# 轮数和最后一问一次查完。每条会话各查一次的话,列表长了就是几十次往返
ids = [r.id for r in rows]
counts = dict((await session.execute(
select(ConversationTurn.conversation_id, func.count(ConversationTurn.id))
.where(ConversationTurn.conversation_id.in_(ids))
.group_by(ConversationTurn.conversation_id)
)).all())
last_seq = dict((await session.execute(
select(ConversationTurn.conversation_id, func.max(ConversationTurn.seq))
.where(ConversationTurn.conversation_id.in_(ids))
.group_by(ConversationTurn.conversation_id)
)).all())
last_questions: dict[str, str] = {}
if last_seq:
pairs = list(last_seq.items())
rows_q = list((await session.execute(
select(ConversationTurn.conversation_id, ConversationTurn.seq, ConversationTurn.question)
.where(ConversationTurn.conversation_id.in_([c for c, _ in pairs]))
)).all())
for conv_id, seq, question in rows_q:
if last_seq.get(conv_id) == seq:
last_questions[conv_id] = question or ""
out: list[ConversationOut] = []
for row in rows:
item = ConversationOut.model_validate(row)
item.turn_count = int(counts.get(row.id, 0))
item.last_question = last_questions.get(row.id, "")
out.append(item)
return out
@router.post("", response_model=ConversationDetail, status_code=201)
async def create_conversation(
payload: ConversationIn, session: AsyncSession = Depends(get_session)
) -> ConversationDetail:
row = Conversation(
kind=payload.kind,
workflow_id=payload.workflow_id,
title=payload.title or "新对话",
)
session.add(row)
await session.commit()
await session.refresh(row)
return _detail(row, [])
@router.get("/{conversation_id}", response_model=ConversationDetail)
async def get_conversation(
conversation_id: str, session: AsyncSession = Depends(get_session)
) -> ConversationDetail:
row = await _get(session, conversation_id)
turns = list((await session.execute(
select(ConversationTurn)
.where(ConversationTurn.conversation_id == conversation_id)
.order_by(ConversationTurn.seq)
)).scalars())
out = _detail(row, turns)
out.turn_count = len(turns)
out.last_question = turns[-1].question if turns else ""
return out
@router.patch("/{conversation_id}", response_model=ConversationOut)
async def patch_conversation(
conversation_id: str,
payload: ConversationPatch,
session: AsyncSession = Depends(get_session),
) -> ConversationOut:
row = await _get(session, conversation_id)
if payload.title is not None:
row.title = payload.title.strip() or row.title
if payload.archived is not None:
row.archived = payload.archived
await session.commit()
await session.refresh(row)
return ConversationOut.model_validate(row)
@router.delete("/{conversation_id}", status_code=204)
async def delete_conversation(
conversation_id: str, session: AsyncSession = Depends(get_session)
) -> None:
row = await _get(session, conversation_id)
# 显式删 turns 而不是只靠 ondelete=CASCADE:SQLite 的外键级联要 PRAGMA
# 打开才生效(base.py 里是打开的),但这条路径不该依赖一个连接级的开关
await session.execute(
delete(ConversationTurn).where(ConversationTurn.conversation_id == conversation_id)
)
await session.delete(row)
await session.commit()
# --------------------------------------------------------------------------
# 轮次
# --------------------------------------------------------------------------
@router.post("/{conversation_id}/turns", response_model=TurnOut, status_code=201)
async def create_turn(
conversation_id: str,
payload: TurnIn,
session: AsyncSession = Depends(get_session),
) -> TurnOut:
conversation = await _get(session, conversation_id)
next_seq = int((await session.execute(
select(func.coalesce(func.max(ConversationTurn.seq), -1))
.where(ConversationTurn.conversation_id == conversation_id)
)).scalar_one()) + 1
turn = ConversationTurn(
conversation_id=conversation_id, seq=next_seq,
question=payload.question, status="running",
)
session.add(turn)
conversation.last_active_at = utcnow()
# 第一轮的问题就是这次对话的标题。用户改过名就不要再覆盖回去
if next_seq == 0 and conversation.title in ("", "新对话"):
conversation.title = title_from(payload.question)
await session.commit()
await session.refresh(turn)
return TurnOut.model_validate(turn)
@router.patch("/{conversation_id}/turns/{turn_id}", response_model=TurnOut)
async def patch_turn(
conversation_id: str,
turn_id: str,
payload: TurnPatch,
session: AsyncSession = Depends(get_session),
) -> TurnOut:
turn = await session.get(ConversationTurn, turn_id)
if not turn or turn.conversation_id != conversation_id:
raise HTTPException(404, "这一轮对话不存在,可能已经被删了")
for field in (
"question", "answer", "explanation", "graph", "run_id", "status", "error", "review",
):
value = getattr(payload, field)
if value is not None:
setattr(turn, field, value)
conversation = await session.get(Conversation, conversation_id)
if conversation:
conversation.last_active_at = utcnow()
await session.commit()
await session.refresh(turn)
return TurnOut.model_validate(turn)
# --------------------------------------------------------------------------
# 给模型看的那一份
# --------------------------------------------------------------------------
def _answer_of(turn: ConversationTurn) -> str:
"""这一轮的结果。问数据页是 answer,画布那条路径上只有 explanation。"""
text = (turn.answer or turn.explanation or "").strip()
if turn.status == "error" and turn.error:
return f"(这一轮失败了:{turn.error[:200]})"
if len(text) > HISTORY_ANSWER_CHARS:
text = text[:HISTORY_ANSWER_CHARS] + "…(略)"
# 复核判过不可信的答案,下一轮必须知道。只给正文的话,模型会拿一个已知
# 有问题的结论当事实继续往下推,错误就这么一轮轮传下去了
note = (turn.review or {}).get("note", "") if isinstance(turn.review, dict) else ""
if note:
text = f"{text}\n(复核提示:{note[:200]})".strip()
return text
async def recent_turns(
session: AsyncSession, conversation_id: str, limit: int = HISTORY_TURNS
) -> list[ConversationTurn]:
"""最近 limit 轮,按时间正序。当前这一轮(还没有答案)不算。"""
rows = list((await session.execute(
select(ConversationTurn)
.where(ConversationTurn.conversation_id == conversation_id)
.where(ConversationTurn.status != "running")
.order_by(ConversationTurn.seq.desc())
.limit(limit)
)).scalars())
return list(reversed(rows))
async def history_text(
session: AsyncSession, conversation_id: str | None, limit: int = HISTORY_TURNS
) -> str:
"""纯文本的问答历史,给运行时的图用(`{{ input.history }}`)。
管的是指代:用户问"它们平均多少",图里的 agent 得知道"它们"是上一轮
那 12 家店。Copilot 侧的上下文解决不了这个——那只影响图长什么样,
不影响图跑起来的时候模型看到什么。
"""
if not conversation_id:
return ""
turns = await recent_turns(session, conversation_id, limit)
if not turns:
return ""
lines = [f"问:{t.question}\n答:{_answer_of(t)}" for t in turns if t.question]
return "\n\n".join(lines)