"""发布客服 Agent 的运行期配置:意图工具白名单(走发布状态机)。 两个必须讲清的点: 1. **为什么必须发这一步**:工具白名单是失败关闭的——`ToolExecutor` 拿发布配置里 `agent_tools` / `customer_service:` 的 `allowed_tools` 与代码声明的 `AgentDefinition.allowed_tools` 取交集,缺配置时交集为空、任何工具调用都被拒。 「Agent 写好了但没发配置」的表现是"客服什么都答不了、一直在引导人工"。 2. **为什么必须继承现有配置项**:`config_release` 是**整版本替换**语义——激活新版本后, 旧版本的所有配置项都不再生效。若只发布客服自己的白名单,示例 Agent 的 `fund_query_demo:fund_quote` 会被静默清空。所以发布前先把当前 effective 版本里的 配置项原样搬进新版本,再追加本次新增项。 用法:python tools/publish_customer_service_config.py """ import asyncio import datetime as dt import json import sys import uuid from pathlib import Path from typing import Any import asyncmy import httpx import jwt from app.core.config import get_settings from app.main import create_app ADMIN = "9003" AGENT_TYPE = "customer_service" TOOL_NAME = "search_knowledge" SUITABILITY_TOOL = "check_suitability" # 只有会调用工具的意图才需要白名单;chitchat(模型生成)与 transfer_human(引导人工) # 都不查知识库。给它们配空白名单反而会掩盖"配置漏配",因此不发布这两条。 INTENT_TOOLS: dict[str, tuple[str, ...]] = { "faq": (TOOL_NAME,), "product_inquiry": (TOOL_NAME,), "policy_explain": (TOOL_NAME,), # 适当性裁决要两步:先从知识库拿到产品的风险等级,再由底座按档案里的客户等级裁决 "suitability_check": (TOOL_NAME, SUITABILITY_TOOL), } def token(subject: str) -> str: settings = get_settings() private_key = Path(settings.jwt_private_key_path).read_text(encoding="utf-8") now = dt.datetime.now(dt.UTC) return jwt.encode( { "sub": subject, "iss": settings.jwt_issuer, "aud": settings.jwt_audience, "exp": now + dt.timedelta(minutes=30), "nbf": now - dt.timedelta(seconds=5), "jti": str(uuid.uuid4()), }, private_key, algorithm="RS256", ) async def active_config_items() -> list[dict[str, Any]]: """读取当前生效版本的全部配置项,用于在新版本里原样继承。""" settings = get_settings() # MYSQL_DSN 形如 mysql+asyncmy://user:pass@host:port/db dsn = settings.mysql_dsn.split("://", 1)[1] credentials, location = dsn.split("@", 1) user, password = credentials.split(":", 1) host_port, database = location.split("/", 1) host, _, port = host_port.partition(":") connection = await asyncmy.connect( host=host, port=int(port or 3306), user=user, password=password, db=database ) try: cursor = connection.cursor() await cursor.execute( """ SELECT i.namespace, i.config_key, i.value_json, i.schema_version FROM platform_config_item i JOIN config_release r ON r.id = i.release_id WHERE r.status = 'active' """ ) rows = await cursor.fetchall() finally: connection.close() items: list[dict[str, Any]] = [] for namespace, config_key, value_json, schema_version in rows: value = json.loads(value_json) if isinstance(value_json, str) else value_json items.append({ "namespace": namespace, "item_key": config_key, "value_json": value, "schema_version": schema_version, }) return items async def post( client: httpx.AsyncClient, path: str, *, auth: dict[str, str], payload: dict[str, object] | None = None, if_match: str | None = None, ) -> httpx.Response: headers = {**auth, "Idempotency-Key": uuid.uuid4().hex} if if_match: headers["If-Match"] = if_match return await client.post(path, json=payload, headers=headers) async def etag_of(client: httpx.AsyncClient, path: str, auth: dict[str, str]) -> str | None: return (await client.get(path, headers=auth)).headers.get("ETag") SUITABILITY_INTENT = "suitability_check" # description 与 examples 是**给分类器看的**:意图码本身只是个名字,真正让模型分辨 # "能买吗"和"这个产品是什么"的是这几个例子。所以 examples 全部取客户真实说法。 SUITABILITY_INTENT_SPEC: dict[str, Any] = { "intent_name": "投资者适当性判断", "description": "客户询问以自己的风险承受能力能否购买某只产品,或询问自身风险等级与产品的匹配情况", "examples": [ "c1客户能买它吗", "我能买这个产品吗", "那它我能买吗", "这只基金适合我吗", "我的风险等级能买吗", ], "confidence_threshold": "0.6000", } async def ensure_suitability_intent(client: httpx.AsyncClient, auth: dict[str, str]) -> int: """确保 `suitability_check` 意图在运行期生效(返回 0 成功、1 失败)。 为什么必须做这一步:意图码要三处对齐(见 `customer_service.py` 的注释),而运行期 只读 `agent_intent_config` 里 status='active' 的行。少了这一行,分类链路看不到这个 意图,"能买吗"会被分到别的意图里去,客户拿到的就是"C1 的通用规则"而不是结论。 """ path = "/api/v1/admin/agent-intent-configs" listed = await client.get(f"{path}?limit=100", headers=auth) rows = listed.json().get("data", []) if listed.status_code == 200 else [] existing = next( (row for row in rows if row.get("agent_type") == AGENT_TYPE and row.get("intent_code") == SUITABILITY_INTENT), None, ) if existing is not None and str(existing.get("status")) == "active": print(f"[意图配置] id={existing['id']} 已生效,跳过") return 0 if existing is not None and str(existing.get("status")) in {"draft", "approved"}: config_id = int(existing["id"]) else: # 没有历史行或历史行已归档:新版本号(该表 agent_type+intent_code+version 唯一) version = int(existing.get("version", 0)) + 1 if existing else 1 created = await post(client, path, auth=auth, payload={ "agent_type": AGENT_TYPE, "intent_code": SUITABILITY_INTENT, **SUITABILITY_INTENT_SPEC, "allowed_tools": [TOOL_NAME, SUITABILITY_TOOL], "version": version, }) if created.status_code != 201: print(f"[意图配置] 创建失败:{created.status_code} {created.text[:200]}") return 1 config_id = int(created.json()["data"]["id"]) print(f"[意图配置] 已创建 id={config_id}({SUITABILITY_INTENT} v{version})") base = f"{path}/{config_id}" # 幂等:重跑脚本时某一步可能已经推进过("已经审过了"不该 409 让整个脚本失败) settled = {"reviews": {"approved", "active"}, "activations": {"active"}} for action, payload in ( ("reviews", {"decision": "approved", "comment": "创建人自审"}), # 激活端点要求 body 是对象;传 None 时 httpx 根本不发 body,会被判 422 ("activations", {}), ): current = (await client.get(base, headers=auth)).json().get("data", {}) if str(current.get("status")) in settled[action]: print(f"[意图配置] {action} 已在目标状态({current.get('status')}),跳过") continue response = await post( client, f"{base}/{action}", auth=auth, payload=payload, if_match=await etag_of(client, base, auth), ) if response.status_code != 200: print(f"[意图配置] {action} 失败:{response.status_code} {response.text[:200]}") return 1 print(f"[意图配置] id={config_id} 已生效(运行期按 status='active' 读取)") return 0 async def main() -> int: app = create_app() auth = {"Authorization": f"Bearer {token(ADMIN)}"} async with httpx.AsyncClient( transport=httpx.ASGITransport(app=app), base_url="http://test", timeout=60 ) as client: if await ensure_suitability_intent(client, auth) != 0: return 1 inherited = await active_config_items() print(f"当前生效版本的配置项:{len(inherited)} 条(将原样继承)") for item in inherited: print(f" · {item['namespace']} / {item['item_key']}") new_items = [ { "namespace": "agent_tools", "item_key": f"{AGENT_TYPE}:{intent}", "value_json": {"allowed_tools": list(tools)}, "schema_version": "1", } for intent, tools in INTENT_TOOLS.items() ] inherited_keys = {(str(i["namespace"]), str(i["item_key"])) for i in inherited} pending = [ item for item in new_items if (str(item["namespace"]), str(item["item_key"])) not in inherited_keys ] if not pending: print("客服白名单已存在于当前生效版本,无需发布") return 0 created = await post(client, "/api/v1/admin/config-releases", auth=auth, payload={ "release_no": f"cs-tools-{uuid.uuid4().hex[:12]}", "title": "客服 Agent 意图工具白名单", "change_summary": "新增 faq/product_inquiry/policy_explain 的知识检索白名单,并继承既有配置项", }) if created.status_code != 201: print(f"创建发布版本失败:{created.status_code} {created.text[:200]}") return 1 release_id = int(created.json()["data"]["id"]) print(f"\n发布版本 id={release_id}") base = f"/api/v1/admin/config-releases/{release_id}/platform-config-items" for item in [*inherited, *pending]: response = await post(client, base, auth=auth, payload=item) mark = "继承" if item in inherited else "新增" print(f" [{mark}] {item['namespace']}/{item['item_key']} → {response.status_code}") if response.status_code != 201: print(f" 失败:{response.text[:200]}") return 1 release_base = f"/api/v1/admin/config-releases/{release_id}" submitted = await post( client, f"{release_base}/validations", auth=auth, payload={}, if_match=await etag_of(client, release_base, auth), ) print(f"\n提交复核:{submitted.status_code}") reviewed = await post( client, f"{release_base}/reviews", auth=auth, payload={"decision": "approved", "comment": "客服工具白名单"}, if_match=await etag_of(client, release_base, auth), ) print(f"审核:{reviewed.status_code}") activated = await post( client, f"{release_base}/activations", auth=auth, payload={}, if_match=await etag_of(client, release_base, auth), ) print(f"激活:{activated.status_code}") if activated.status_code not in (200, 201): print(f" 失败:{activated.text[:200]}") return 1 print(f"最终状态:{activated.json()['data']['status']}") remaining = await active_config_items() print(f"\n激活后生效版本配置项:{len(remaining)} 条") for item in remaining: print(f" · {item['namespace']} / {item['item_key']} = {item['value_json']}") return 0 sys.exit(asyncio.run(main()))