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ThearchyHelios
587bf7e27c
起因是一次探索运行：Copilot 改节点时把工具绑定整份抹掉，agent 没有工具只能写「假设调用」， 校验节点的自动修复编出 total_count=0 让 schema 通过，协作成员把工具调用标记当文字输出了四轮， 轮数用完后节点把原话当成功结果交出去——运行标成已完成，数据库一次都没查。 平台可信度（先写失败测试） - Copilot 修改节点改为合并：没写的字段保留，null 才删除；协作成员按名字合并。前后端同一套规则， 工具集合变小时自查报警、改图回执列出变化 - 新校验规则：提示词点名了某个工具而节点没有绑定它，判错误，Copilot 自查会交回去修 - 校验修复只许改格式：冒出原文没有的值就判修复无效；修复这次模型调用计入用量 - 识别模型把工具调用写成文字的情况（DSML、<tool_call> 等标记）：纠正一次，仍然如此就判失败并说明原因 - 协作团队用完轮数不再按成功交付：默认失败，可选降档，点出一次都没派到的成员 - 审批恢复后，同一节点里已经执行过的工具调用复用结果，不再重复执行 后端 - 查询时限交给数据库执行（Oracle call_timeout、PG statement_timeout、MySQL max_execution_time、 SQLite progress handler），可按数据源配置；超时报错与实际耗时一致 - 等审批的运行可以真正取消；会话列表带最后一轮状态；测连接结果持久化；探查结构可只看不存； 自定义工具可草稿试跑、写坏的参数定义保存时拒绝；MCP 服务改动后作废旧工具缓存； 检索命中带贡献分解；重建索引在后台跑并报进度；报错统一收进 core/errors 前端 - 公共层：管理页共用件、失败说明（lib/explain）、健康状态进公共库；目录按表各自加载并有超时， 一张表卡住不再拖垮整站；上传显示真实字节进度；离线横幅只播报不变的句子 - 画布：卡片只说游标所在的那一次执行；等审批时可放弃运行；团队收尾判定与未完成说清楚； 回放用量取那一刻的值 - 编排页：Copilot 合并语义与工具变化回执；「用完轮数时」选项；正式运行期间锁住所有改图入口 - 回答流 / 问数据：新失败类型说人话并给下一步；画布与右栏互相定位；数据源范围、回收站、重新核对 - 记录页：「航迹」页签复用画布时间轴，可拖动回放、列出关键时刻；列表行带执行 / 等人 / 失败缩略条 - 外壳：统一的离开前确认（data router），导航、⌘K、快捷键、后退都会先问 验证（沙箱）：tsc 干净，pytest 838 passed（两遍），14 个检查脚本中 13 个全绿； check-ui 余 1 项旧断言（按旧日期格式找运行行），3c 更新。
517 lines
20 KiB
Python
517 lines
20 KiB
Python
from __future__ import annotations
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import os
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from typing import Any
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from fastapi import APIRouter, Depends, HTTPException
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from pydantic import BaseModel, Field
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from sqlalchemy import select
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from sqlalchemy.ext.asyncio import AsyncSession
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from app.api import health
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from app.core.errors import explain, not_configured, raw
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from app.core.config import settings as app_settings
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from app.core.crypto import encrypt, mask
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from app.db.base import get_session
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from app.db.models import Provider, Setting
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from app.providers import catalog
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from app.providers.factory import ModelSpec, ProviderNotConfigured, _resolve_key, build_chat_model
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router = APIRouter(prefix="/api", tags=["settings"])
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# --------------------------------------------------------------------------
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# Provider
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# --------------------------------------------------------------------------
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class ProviderIn(BaseModel):
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name: str = Field(min_length=1, max_length=100)
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kind: str = "anthropic"
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base_url: str | None = None
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api_key: str | None = None
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models: list[dict[str, Any]] = Field(default_factory=list)
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default_model: str | None = None
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enabled: bool = True
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extra: dict[str, Any] = Field(default_factory=dict)
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class ProviderPatch(BaseModel):
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name: str | None = None
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base_url: str | None = None
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api_key: str | None = None # 传空字符串表示清空；不传表示不动
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models: list[dict[str, Any]] | None = None
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default_model: str | None = None
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enabled: bool | None = None
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extra: dict[str, Any] | None = None
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class ProviderOut(BaseModel):
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id: str
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name: str
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kind: str
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base_url: str | None
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default_model: str | None
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models: list[dict[str, Any]]
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enabled: bool
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extra: dict[str, Any]
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# 只回掩码，明文 key 永远不出后端
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api_key_masked: str = ""
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has_key: bool = False
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#: 最近一次测连接（见 app/api/health.py）。没测过、或者连接配置改过之后都是 None
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last_checked_at: str | None = None
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last_check_ok: bool | None = None
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last_latency_ms: int | None = None
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last_error: str | None = None
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#: extra 里这一项是后端记的最近一次测连接结果，不是用户填的配置：不回显、
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#: 不接受客户端写入，保存 extra 时原样留着
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LAST_CHECK = "last_check"
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def _user_extra(extra: dict[str, Any] | None) -> dict[str, Any]:
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return {k: v for k, v in (extra or {}).items() if k != LAST_CHECK}
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def _with_saved_headers(extra: dict[str, Any], saved: dict[str, Any] | None) -> dict[str, Any]:
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"""请求头的值回显的是 ***：原样带回来的，换回存着的真值。
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设置页保存时会把读到的 extra 整块带回来。以前照单全收，于是改个名字、
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勾一下启用，自定义请求头就全变成了字面上的 ***，接口从此 401。
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"""
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headers = extra.get("headers")
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if not isinstance(headers, dict):
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return extra
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old = (saved or {}).get("headers") or {}
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return {**extra, "headers": {k: (old.get(k, v) if v == "***" else v) for k, v in headers.items()}}
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def _connection(provider: Provider, model: str | None = None) -> str:
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"""连接配置的指纹：类型、地址、实际用的钥匙、请求头这些、测的哪个模型。"""
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return health.fingerprint(
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"provider", provider.kind, (provider.base_url or "").strip(), _resolve_key(provider) or "",
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_user_extra(provider.extra), model or provider.default_model or "",
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)
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def _set_last_check(row: Provider, last: dict[str, Any] | None) -> None:
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row.extra = {**_user_extra(row.extra), **({LAST_CHECK: last} if last else {})}
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def _to_out(row: Provider) -> ProviderOut:
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extra = _user_extra(row.extra)
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return ProviderOut(
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id=row.id,
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name=row.name,
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kind=row.kind,
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base_url=row.base_url,
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default_model=row.default_model,
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models=row.models or [],
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enabled=row.enabled,
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extra={k: v for k, v in extra.items() if k != "headers"} | (
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{"headers": {k: "***" for k in extra.get("headers", {})}}
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if extra.get("headers")
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else {}
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),
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api_key_masked=mask(row.api_key),
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has_key=bool(row.api_key),
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**health.fields((row.extra or {}).get(LAST_CHECK)),
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)
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@router.get("/providers", response_model=list[ProviderOut])
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async def list_providers(session: AsyncSession = Depends(get_session)) -> list[ProviderOut]:
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rows = (await session.execute(select(Provider).order_by(Provider.created_at))).scalars()
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return [_to_out(r) for r in rows]
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@router.get("/providers/catalog")
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async def provider_catalog() -> dict[str, Any]:
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"""内置的 provider 预设和模型目录，前端用它渲染"添加 Provider"表单。"""
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return {
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"kinds": catalog.PROVIDER_KINDS,
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"env_detected": {
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"ANTHROPIC_API_KEY": bool(os.environ.get("ANTHROPIC_API_KEY")),
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"ANTHROPIC_AUTH_TOKEN": bool(os.environ.get("ANTHROPIC_AUTH_TOKEN")),
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"ANTHROPIC_BASE_URL": os.environ.get("ANTHROPIC_BASE_URL") or None,
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"OPENAI_API_KEY": bool(os.environ.get("OPENAI_API_KEY")),
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"TAVILY_API_KEY": bool(os.environ.get("TAVILY_API_KEY")),
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},
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}
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@router.post("/providers", response_model=ProviderOut, status_code=201)
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async def create_provider(
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payload: ProviderIn, session: AsyncSession = Depends(get_session)
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) -> ProviderOut:
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problem = _config_problem(payload.kind, payload.base_url)
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if problem:
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raise HTTPException(400, problem)
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exists = (
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await session.execute(select(Provider).where(Provider.name == payload.name))
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).scalar_one_or_none()
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if exists:
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raise HTTPException(409, f"已经有叫「{payload.name}」的模型接入了，换个名字")
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row = Provider(
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name=payload.name,
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kind=payload.kind,
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base_url=payload.base_url or None,
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api_key=encrypt(payload.api_key),
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models=payload.models,
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default_model=payload.default_model,
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enabled=payload.enabled,
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extra=_user_extra(payload.extra),
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)
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# 表单里刚测过这份配置：保存下来就带着那次结果
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_set_last_check(row, health.draft_result(_connection(row)))
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session.add(row)
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await session.commit()
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await session.refresh(row)
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return _to_out(row)
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@router.patch("/providers/{provider_id}", response_model=ProviderOut)
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async def update_provider(
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provider_id: str, payload: ProviderPatch, session: AsyncSession = Depends(get_session)
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) -> ProviderOut:
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row = await session.get(Provider, provider_id)
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if not row:
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raise HTTPException(404, "这个模型接入不存在，可能已经被删了")
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data = payload.model_dump(exclude_unset=True)
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before, last = _connection(row), (row.extra or {}).get(LAST_CHECK)
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if "api_key" in data:
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row.api_key = encrypt(data.pop("api_key")) if data["api_key"] else None
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data.pop("api_key", None)
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if data.get("extra") is not None:
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data["extra"] = _with_saved_headers(_user_extra(data["extra"]), row.extra)
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else:
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data.pop("extra", None)
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for key, value in data.items():
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setattr(row, key, value)
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after = _connection(row)
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if after != before:
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# 测过的已经不是这份配置了：旧结果作废，表单里测过这一份的话换成那一次
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last = health.draft_result(after)
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_set_last_check(row, last)
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await session.commit()
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await session.refresh(row)
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return _to_out(row)
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@router.delete("/providers/{provider_id}", status_code=204)
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async def delete_provider(
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provider_id: str, session: AsyncSession = Depends(get_session)
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) -> None:
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row = await session.get(Provider, provider_id)
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if not row:
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raise HTTPException(404, "这个模型接入不存在，可能已经被删了")
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await session.delete(row)
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await session.commit()
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class TestIn(BaseModel):
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model: str | None = None
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prompt: str = "用一句话介绍你自己"
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def _config_problem(kind: str, base_url: str | None) -> str | None:
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"""保存或测试前就能看出来的配置错误。"""
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if kind not in {k["kind"] for k in catalog.PROVIDER_KINDS}:
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return f"不认识「{kind}」这种接入类型"
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if kind == "openai_compatible" and not (base_url or "").strip():
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return "「OpenAI 兼容」必须填 Base URL，例如 https://api.deepseek.com/v1"
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return None
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#: 测试连接最多等多久。真正跑节点用的是 model_timeout_seconds（默认 5 分钟），
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#: 弹窗里转 5 分钟等于没有反馈
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_TEST_TIMEOUT = 30
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async def _try_model(provider: Provider, model: str | None, prompt: str) -> dict[str, Any]:
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"""真发一次请求。失败也是正常结果，照实返回原因，不抛。"""
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import asyncio
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import time
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from app.engine.state import message_text
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model = model or provider.default_model
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if not model:
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return {"ok": False, "error": "还没有可测的模型",
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"hint": "先在「可选模型」里加一个，或者填上默认模型", "detail": ""}
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try:
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chat = build_chat_model(provider, ModelSpec(model=model, max_tokens=256,
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timeout=_TEST_TIMEOUT))
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except ProviderNotConfigured as e:
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if "API Key" in str(e):
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return {"ok": False, "error": "还没有填 API Key",
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"hint": "填上 Key 再测；也可以在后端的环境变量里配", "detail": str(e)}
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return {"ok": False, "error": not_configured(e), "hint": "", "detail": str(e)}
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started = time.perf_counter()
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try:
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async with asyncio.timeout(_TEST_TIMEOUT):
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reply = await chat.ainvoke(prompt)
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except Exception as e: # noqa: BLE001
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reason, hint = explain(e)
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return {"ok": False, "error": f"测试没通过：{reason}", "hint": hint, "detail": raw(e),
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"model": model}
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usage = getattr(reply, "usage_metadata", None) or {}
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return {
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"ok": True,
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"latency_ms": int((time.perf_counter() - started) * 1000),
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"model": model,
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"reply": message_text(reply)[:500],
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"usage": usage,
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}
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@router.post("/providers/{provider_id}/test")
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async def test_provider(
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provider_id: str, payload: TestIn, session: AsyncSession = Depends(get_session)
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) -> dict[str, Any]:
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"""真发一次请求验证配置。设置页的"测试连接"按钮调它。"""
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row = await session.get(Provider, provider_id)
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if not row:
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raise HTTPException(404, "这个模型接入不存在，可能已经被删了")
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result = await _try_model(row, payload.model, payload.prompt)
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# 只记默认模型的结果：拿别的模型测出 invalid_model，不等于这个接入连不上
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if (payload.model or row.default_model) == row.default_model:
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_set_last_check(row, _test_record(result))
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await session.commit()
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return result
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def _test_record(result: dict[str, Any]) -> dict[str, Any]:
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return health.record(result.get("ok"), result.get("latency_ms"), result.get("error"))
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class ProviderDraftIn(BaseModel):
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"""一份还没保存（或改了还没保存）的接入配置。带 id 表示在编辑已有的那个。"""
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id: str | None = None
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name: str = "草稿"
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kind: str = "anthropic"
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base_url: str | None = None
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api_key: str | None = None # 编辑时留空=沿用已保存的
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models: list[dict[str, Any]] = Field(default_factory=list)
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default_model: str | None = None
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extra: dict[str, Any] = Field(default_factory=dict)
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#: 这次测哪个模型，不填用 default_model
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model: str | None = None
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prompt: str = "用一句话介绍你自己"
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def _draft_provider(payload: ProviderDraftIn, saved: Provider | None) -> Provider:
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"""拼一个不进会话的临时接入点，只拿来试一下。
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编辑时 Key 框留空表示不改、请求头回显的是 ***——测试都得换回存着的真值，
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否则改个 Base URL 想测一下，只会得到一句"密钥不对"。
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"""
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extra = _user_extra(payload.extra)
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if saved:
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extra = _with_saved_headers(extra, saved.extra)
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return Provider(
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name=payload.name or (saved.name if saved else "草稿"),
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kind=payload.kind,
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base_url=(payload.base_url or "").strip() or None,
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api_key=encrypt(payload.api_key) if payload.api_key else (saved.api_key if saved else None),
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models=payload.models,
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default_model=payload.default_model,
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enabled=True,
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extra=extra,
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)
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async def _draft(payload: ProviderDraftIn, session: AsyncSession) -> Provider:
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saved = await session.get(Provider, payload.id) if payload.id else None
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return _draft_provider(payload, saved)
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@router.post("/providers/test")
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@router.post("/settings/providers/test", include_in_schema=False)
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async def test_provider_draft(
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payload: ProviderDraftIn, session: AsyncSession = Depends(get_session)
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) -> dict[str, Any]:
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"""测一份没保存的配置，不落库。
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以前只能测已保存的：Base URL 填错要保存→关弹窗→点测试→看提示→再打开改。
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接内网网关这种填错一个字就连不上的东西，来回四五趟。
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"""
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problem = _config_problem(payload.kind, payload.base_url)
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if problem:
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return {"ok": False, "error": problem, "hint": "", "detail": ""}
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saved = await session.get(Provider, payload.id) if payload.id else None
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draft = _draft_provider(payload, saved)
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result = await _try_model(draft, payload.model, payload.prompt)
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last, key = _test_record(result), _connection(draft, payload.model)
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health.remember_draft(key, last)
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if saved is not None and key == _connection(saved):
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# 编辑框里没改连接、只是再测一次：测的就是已保存的那份
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_set_last_check(saved, last)
|
|
await session.commit()
|
|
return result
|
|
|
|
|
|
@router.post("/providers/models")
|
|
async def probe_provider_models(
|
|
payload: ProviderDraftIn, session: AsyncSession = Depends(get_session)
|
|
) -> dict[str, Any]:
|
|
"""问这个接入点有哪些模型，省得手敲模型 id。
|
|
|
|
知识库那边的探测不带鉴权，接需要 Key 的网关时必然 401，所以这里单独做一份：
|
|
Key、自定义请求头都按真正调用时的方式带上。
|
|
"""
|
|
import httpx
|
|
|
|
problem = _config_problem(payload.kind, payload.base_url)
|
|
if problem:
|
|
return {"ok": False, "error": problem, "hint": "", "detail": "", "models": []}
|
|
provider = await _draft(payload, session)
|
|
if provider.kind == "mock":
|
|
return {"ok": True, "models": [m["id"] for m in catalog.MOCK_MODELS], "url": ""}
|
|
|
|
extra = dict(provider.extra or {})
|
|
# 和真正调用时取同一把钥匙：只有官方 OpenAI / Anthropic 才退回环境变量。
|
|
# 兼容网关是别人家的服务，Key 框空着就不带——否则点一下「拉取模型」，
|
|
# 环境里那把 OpenAI 的钥匙就发给了表单上随便填的一个地址
|
|
key = _resolve_key(provider) or ""
|
|
headers: dict[str, str] = {}
|
|
if provider.kind == "anthropic":
|
|
base = provider.base_url or os.environ.get("ANTHROPIC_BASE_URL") or "https://api.anthropic.com"
|
|
url = base.rstrip("/") + "/v1/models"
|
|
headers["anthropic-version"] = "2023-06-01"
|
|
if key:
|
|
if extra.get("auth_style") == "bearer":
|
|
headers["Authorization"] = f"Bearer {key}"
|
|
else:
|
|
headers["x-api-key"] = key
|
|
else:
|
|
url = (provider.base_url or "https://api.openai.com/v1").rstrip("/") + "/models"
|
|
if key:
|
|
headers["Authorization"] = f"Bearer {key}"
|
|
headers.update({k: str(v) for k, v in (extra.get("headers") or {}).items()})
|
|
|
|
try:
|
|
async with httpx.AsyncClient(timeout=10) as client:
|
|
resp = await client.get(url, headers=headers)
|
|
resp.raise_for_status()
|
|
data = resp.json()
|
|
except Exception as e: # noqa: BLE001
|
|
reason, hint = explain(e)
|
|
return {"ok": False, "error": f"没拿到模型列表：{reason}", "hint": hint,
|
|
"detail": raw(e), "models": [], "url": url}
|
|
models = [m.get("id", "") for m in (data.get("data") or []) if isinstance(m, dict) and m.get("id")]
|
|
return {"ok": True, "models": models, "url": url}
|
|
|
|
|
|
# --------------------------------------------------------------------------
|
|
# 用户设置
|
|
# --------------------------------------------------------------------------
|
|
|
|
DEFAULT_SETTINGS: dict[str, Any] = {
|
|
"ui": {"theme": "system", "language": "zh", "canvas_snap": True, "autosave": True},
|
|
"run": {
|
|
"default_memory_scope": "default",
|
|
"default_collection": "default",
|
|
"stream_tokens": True,
|
|
"confirm_dangerous_tools": True,
|
|
},
|
|
"limits": {
|
|
"max_graph_steps": app_settings.max_graph_steps,
|
|
"max_agent_steps": app_settings.max_agent_steps,
|
|
"max_run_seconds": app_settings.max_run_seconds,
|
|
},
|
|
}
|
|
|
|
|
|
async def run_defaults(session: AsyncSession) -> dict[str, Any]:
|
|
"""设置里 run 这一组，没存过的键补内置默认。
|
|
|
|
发起运行和引擎都从这里读。各拼各的默认值，两边迟早会对「没存过」理解得
|
|
不一样——以前这三项就是只存不读，设置页上改了等于没改。
|
|
"""
|
|
row = await session.get(Setting, "run")
|
|
return {**DEFAULT_SETTINGS["run"], **((row.value if row else None) or {})}
|
|
|
|
|
|
def tool_approval_default(run: dict[str, Any]) -> str:
|
|
"""「危险工具默认需要人工确认」换算成节点 approval 的取值，节点自己配了的不看它。
|
|
|
|
只有明确存了 False 才关：值缺了、存坏了都按开着算。关掉审批得是一次明确的
|
|
选择，不能是某个字段没写上的副作用。
|
|
"""
|
|
return "never" if run.get("confirm_dangerous_tools") is False else "dangerous"
|
|
|
|
|
|
async def resolve_run_scope(
|
|
session: AsyncSession, memory_scope: str | None, collection: str | None
|
|
) -> tuple[str, str]:
|
|
"""请求没带的记忆域和知识库，取设置里的运行默认值。
|
|
|
|
空串等于没填：设置页把输入框清空再保存，存下来的就是空串，拿它当记忆域
|
|
写进去的东西谁也读不回来。
|
|
"""
|
|
defaults = await run_defaults(session)
|
|
|
|
def pick(explicit: str | None, key: str) -> str:
|
|
for value in (explicit, defaults.get(key)):
|
|
if isinstance(value, str) and value.strip():
|
|
return value.strip()
|
|
return "default"
|
|
|
|
return pick(memory_scope, "default_memory_scope"), pick(collection, "default_collection")
|
|
|
|
|
|
@router.get("/settings")
|
|
async def get_settings(session: AsyncSession = Depends(get_session)) -> dict[str, Any]:
|
|
rows = (await session.execute(select(Setting))).scalars()
|
|
stored = {r.key: r.value for r in rows}
|
|
merged = {k: {**v, **(stored.get(k) or {})} for k, v in DEFAULT_SETTINGS.items()}
|
|
for key, value in stored.items():
|
|
merged.setdefault(key, value)
|
|
return merged
|
|
|
|
|
|
class SettingsIn(BaseModel):
|
|
values: dict[str, Any]
|
|
|
|
|
|
@router.put("/settings")
|
|
async def put_settings(
|
|
payload: SettingsIn, session: AsyncSession = Depends(get_session)
|
|
) -> dict[str, Any]:
|
|
for key, value in payload.values.items():
|
|
row = await session.get(Setting, key)
|
|
if row:
|
|
row.value = value
|
|
else:
|
|
session.add(Setting(key=key, value=value))
|
|
await session.commit()
|
|
return await get_settings(session)
|
|
|
|
|
|
@router.get("/system")
|
|
async def system_info() -> dict[str, Any]:
|
|
"""给设置页顶部展示的运行环境概览。"""
|
|
import sys
|
|
|
|
from app.sandbox.manager import sandbox_manager
|
|
|
|
return {
|
|
"python": sys.version.split()[0],
|
|
"data_dir": str(app_settings.data_dir),
|
|
"sandbox": await sandbox_manager.health(),
|
|
"limits": {
|
|
"max_graph_steps": app_settings.max_graph_steps,
|
|
"max_agent_steps": app_settings.max_agent_steps,
|
|
"max_concurrent_runs": app_settings.max_concurrent_runs,
|
|
"max_run_seconds": app_settings.max_run_seconds,
|
|
"model_timeout_seconds": app_settings.model_timeout_seconds,
|
|
},
|
|
}
|