客服 Agent 重构收口:五出口决策链 + 知识库档位隔离 + 前端入参边界(答辩演示版本)

一、客服 Agent 智能增强(正面回应"不智能、动不动就转人工")
- 决策链由 2 个出口扩到 5 个:E1 澄清 / E2 计算型 / E3 知识直返 / E4 证据约束生成 / E5 分级回退
- 转人工从"默认动作"降为最后一档 E5c,只保留 4 类白名单:
  P0 反诈 / P1 账户与个人数据 / P2 写操作与争议 / 用户明确要求人工
- 46 条金标实测(修复前 → 修复后):
  转人工率 43.5% → 10.9%;出口准确率 45.7% → 100%;事实正确率 69.6% → 100%
  禁忌违反 1 → 0;档位越权 / 无出处数字 / 误拒 四项零容忍全 0
- 安全不变量 INV-1~INV-5;零容忍规则未删,改的是挂载点
  (输出侧字面黑名单 → 检索层档位隔离 + 判定层合规词表 + 输出守护)

二、知识库:档位单点化与物理隔离
- 新增 app/core/knowledge_tier.py 作为档位规则唯一落点(G-03),
  knowledge_contracts.py 原定义块改为显式再导出(X as X,非副本)
- 档位过滤由 bool 默认值(fail-open)改为 tiers 必填集合(缺参即 TypeError)
- Milvus 侧四集合按 visibility 分区键物理隔离;双 schema 收敛为一套
- 新增 app/core/actor.py:访客三元组与匿名判定的唯一构造/判定点(G-01/G-01b)
- 新增 app/core/fund_fee_rules.py:费率计算纯函数

三、前端入参边界对齐(本轮 W11 新修,4 处"校验宽于存储")
- message 加 max_length=8000(与浮窗 widget.js 的 maxlength 一致)
- session_id 加 1—64;idempotency_key 上限 128 → 64(对齐列宽 String(64))
- feedback_type 加 max_length=32(对齐列宽 String(32))
- 8 条路径参数补 min_length=1 + max_length=64 + 字符集正则
  ({session_id} / {run_id} / {handover_id})
- 改前超限值会落到 MySQL 才失败(500);改后一律 422 AGENT_INPUT_INVALID + 字段级定位
- 新增 tests/unit/api/test_frontend_boundaries.py(33 例),含"端点表 ↔ OpenAPI 全量对照"

四、投顾模块整体清除(D4.4 / D4.5)
- 删除投顾相关 controller / schema / model / repository / service 及门户页面
- tools/portal_api_check.py 同步作废 AD003/AD005/AD011/A047 四条用例与 advisor_t 登录
  (端点与账号均已不存在,此前稳定报 3 条假红)

五、验证(提交前实测)
- pytest -q:1856 passed / 2 skipped / 0 failed
- ruff check app tools tests:19(= 基线);mypy app:2(= 基线)
- 前端接口契约体检 portal_api_check.py:38 项,通过 34,失败 0,跳过 4
- 全链路冒烟 e2e_smoke_test.py --read-only:31/31
- HTTP 全链路探针 http_probe.py:11/11 succeeded
- 跨文档一致性 _consistency.py:GATE PASS
- 真机边界复验 12 条:12/12 符合预期

六、纪律与文档
- 可改文件白名单 A-09(docs/46)与底座会签申请单 A-10(docs/47,组 1—组 4 全部受理)
- 零 DDL:未新增/修改任何表结构,89 张业务表与基线一致
- 证据留痕:docs/evidence/**(含 46 条金标 score、快照、清除与重建记录)
- 未提交(刻意排除,见提交说明):仓库内 客服agent/ 与 开发文档/ 是 2026-09-16 前的
  过期副本(Todolist 440 行 vs 权威 D2.1 1167 行),权威正本在仓库外;
  _chunks_report.txt 是 tools/build_knowledge_chunks.py 生成的本地产物
This commit is contained in:
张胜宇
2026-09-20 14:33:30 +08:00
parent 8643ad1efc
commit 5d0becb67d
258 changed files with 77004 additions and 26099 deletions
+7 -57
View File
@@ -4,7 +4,6 @@ from typing import Any, cast
from sqlalchemy.ext.asyncio import AsyncSession
from app.core.advisor_allocation_contracts import AssetAllocationQuery
from app.core.config import get_settings
from app.core.errors import RecoverableAgentError
from app.core.fund_contracts import FundQuoteQuery
@@ -24,7 +23,6 @@ from app.infrastructure.milvus_profile_vector_client import MilvusProfileVectorC
from app.infrastructure.vector_memory import VectorMemoryAdapter
from app.service.agent.factory import AgentFactory
from app.service.agent.governance import PlatformGovernance
from app.service.agent.implementations.advisor import AdvisorAgent
from app.service.agent.implementations.customer_service import CustomerServiceAgent
from app.service.agent.implementations.financial_nl2sql import FinancialNL2SQLAgent
from app.service.agent.implementations.fund_query_demo import FundQueryDemoAgent
@@ -40,7 +38,6 @@ from app.service.agent.implementations.platform_probe import (
from app.service.agent.implementations.risk_agent import RiskAgent
from app.service.agent.offsite_fund_agent import OffsiteFundAgent
from app.service.agent.promotion_material_agent import PromotionMaterialAgent
from app.service.asset_allocation_service import asset_allocation_tool
from app.service.customer_profile_service import (
CustomerProfileQuery,
query_customer_profile_tool,
@@ -48,7 +45,6 @@ from app.service.customer_profile_service import (
from app.service.financial_nl2sql_service import query_financial_data_tool
from app.service.fund_quote_service import query_fund_quote_tool
from app.service.intent_classifier import IntentClassifier
from app.service.investment_goal_service import investment_goal_query_tool
from app.service.knowledge_search_service import KnowledgeSearchService
from app.service.knowledge_tool import knowledge_search_tool
from app.service.memory_recall_service import MemoryRecallService
@@ -59,9 +55,6 @@ from app.service.model_gateway import (
ModelEmbeddingService,
ModelGenerationService,
)
from app.service.portfolio_analysis_service import portfolio_analysis_tool
from app.service.product_comparison_service import product_comparison_tool
from app.service.product_recommendation_service import product_recommendation_tool
from app.service.relationship_service import RelationshipService
from app.service.risk_tools import (
get_alert_evidence_tool,
@@ -356,45 +349,6 @@ def get_agent_factory() -> AgentFactory:
required_permission="risk:alert:read",
allowed_roles=("risk_operator", "admin"),
))
registry.register(ToolDefinition(
name="query_investment_goal",
input_model=InvestmentGoalQuery,
handler=cast(Any, investment_goal_query_tool),
required_permission="investment-goal:read:self",
allowed_roles=("customer", "advisor", "operator", "admin"),
))
registry.register(ToolDefinition(
name="analyze_portfolio",
input_model=PortfolioAnalysisQuery,
handler=cast(Any, portfolio_analysis_tool),
required_permission="portfolio-analysis:read:self",
allowed_roles=("customer", "advisor", "operator", "admin"),
timeout_seconds=10,
))
registry.register(ToolDefinition(
name="generate_asset_allocation",
input_model=AssetAllocationQuery,
handler=cast(Any, asset_allocation_tool),
required_permission="asset-allocation:generate:self",
allowed_roles=("customer", "advisor", "operator", "admin"),
timeout_seconds=15,
))
registry.register(ToolDefinition(
name="recommend_products",
input_model=ProductRecommendationQuery,
handler=cast(Any, product_recommendation_tool),
required_permission="product-recommendation:generate:self",
allowed_roles=("customer", "advisor", "operator", "admin"),
timeout_seconds=15,
))
registry.register(ToolDefinition(
name="compare_products",
input_model=ProductComparisonQuery,
handler=cast(Any, product_comparison_tool),
required_permission="product-comparison:read:self",
allowed_roles=("customer", "advisor", "operator", "admin"),
timeout_seconds=10,
))
model_service = get_model_service()
endpoint_resolver = DatabaseModelEndpointResolver()
@@ -425,13 +379,6 @@ def register_business_agents(factory: AgentFactory) -> None:
FundQueryDemoAgent.definition,
lambda _context: FundQueryDemoAgent(FundQueryDemoAgent.definition),
)
# 客服 Agent:只回答能溯源到公司资料的问题,答不了引导客户致电人工客服。
# 它声明了 5 个意图,但真正能调用 search_knowledge 的范围由发布配置逐意图收窄
# (`agent_tools` 里 `customer_service:<intent>`),未发布的意图工具失败关闭。
factory.register(
CustomerServiceAgent.definition,
lambda _context: CustomerServiceAgent(CustomerServiceAgent.definition),
)
factory.register(
RiskAgent.definition,
lambda _context: RiskAgent(RiskAgent.definition),
@@ -450,11 +397,14 @@ def register_business_agents(factory: AgentFactory) -> None:
PlatformProbeAgent.definition,
lambda _context: PlatformProbeAgent(PlatformProbeAgent.definition),
)
factory.register(
AdvisorAgent.definition,
lambda _context: AdvisorAgent(AdvisorAgent.definition),
)
factory.register(
FinancialNL2SQLAgent.definition,
lambda _context: FinancialNL2SQLAgent(FinancialNL2SQLAgent.definition),
)
# 客服 Agent:访客(免登录)与登录客户共用一个 agent_type,档位由身份推导
# (见 `knowledge_tool.tiers_for_roles`)。实际可调用的工具还要与发布配置里
# `agent_tools/customer_service:<intent>` 的白名单取交集——代码声明只是上限。
factory.register(
CustomerServiceAgent.definition,
lambda _context: CustomerServiceAgent(CustomerServiceAgent.definition),
)