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fix: keep rectification questions context-aware

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Jesse_Chen
2026-07-30 07:58:06 +08:00
parent eb303c7089
commit e9d20382d9
12 changed files with 322 additions and 71 deletions
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frontend/src/lib/rectification-agent/opportunity-builder.ts
+10 -8
View File
@@ -16,12 +16,12 @@ const domainPolicy: Readonly<Record<Exclude<EvidenceDomain, "family" | "other">,
recallEase: number;
privacyCost: number;
}>>> = {
education: { goal: "收集一件有大致日期的教育转折。", fallbackPrompt: (anchor) => anchor ? `在“${anchor}”之外，你还记得哪次入学、毕业或专业变化大概发生在哪年哪月？` : "你还记得哪次入学、毕业或专业变化大概发生在哪年哪月？", keywords: /大学|学校|入学|毕业|考试|专业|读书/, recallEase: .82, privacyCost: .03 },
relocation: { goal: "收集一件有大致日期的迁居经历。", fallbackPrompt: (anchor) => anchor ? `以“${anchor}”为时间参照，你哪次搬到新城市或长期离乡的年月最确定？` : "你哪次搬到新城市或长期离乡的年月最确定？", keywords: /搬家|迁居|离家|外地|城市|北京|上海|出国/, recallEase: .78, privacyCost: .04 },
relationship: { goal: "在用户愿意的前提下收集一件有大致日期的关系转折。", fallbackPrompt: (anchor) => anchor ? `说到“${anchor}”这段时期，如果你愿意，哪次关系变化的大概年月还记得？` : "如果你愿意，哪次关系变化的大概年月还记得？", keywords: /恋爱|关系|结婚|离婚|分手|伴侣|对象/, recallEase: .62, privacyCost: .22 },
career: { goal: "收集一件有大致日期的职业转折。", fallbackPrompt: (anchor) => anchor ? `在“${anchor}”之后，哪次工作或职责明显变化的年月你还记得？` : "哪次工作或职责明显变化的年月你还记得？", keywords: /工作|实习|公司|研究院|职业|入职|离职|创业|负责/, recallEase: .85, privacyCost: .03 },
finance: { goal: "在用户愿意的前提下收集一件有大致日期的财务转折。", fallbackPrompt: (anchor) => anchor ? `以“${anchor}”为时间参照，如果方便，哪次财务状况明显变化的年月你还记得？` : "如果方便，哪次财务状况明显变化的年月你还记得？", keywords: /收入|负债|投资|资产|财务|买房|卖房/, recallEase: .6, privacyCost: .18 },
health_pressure: { goal: "在用户愿意的前提下收集一件本人有大致日期的健康转折。", fallbackPrompt: (anchor) => anchor ? `说到“${anchor}”前后，如果方便，你本人哪次健康变化的大概年月还记得？` : "如果方便，你本人哪次健康变化的大概年月还记得？", keywords: /住院|手术|事故|健康|生病|确诊|康复/, recallEase: .58, privacyCost: .28 },
education: { goal: "收集一件有大致日期的教育转折。", fallbackPrompt: (anchor) => anchor ? `除了“${anchor}”，你还记得哪次入学、毕业或专业变化大概发生在哪年哪月？` : "你还记得哪次入学、毕业或专业变化大概发生在哪年哪月？", keywords: /大学|学校|入学|毕业|考试|专业|读书/, recallEase: .82, privacyCost: .03 },
relocation: { goal: "收集一件有大致日期的迁居经历。", fallbackPrompt: (anchor) => anchor ? `除了“${anchor}”，你还记得哪次独立搬家或迁居大概发生在哪年哪月？` : "你还记得哪次搬家或迁居大概发生在哪年哪月？", keywords: /搬家|搬到|搬去|迁居|迁到|迁往|移居|定居|长期居住/, recallEase: .78, privacyCost: .04 },
relationship: { goal: "在用户愿意的前提下收集一件有大致日期的关系转折。", fallbackPrompt: (anchor) => anchor ? `除了“${anchor}”，如果你愿意，哪次关系变化的大概年月还记得？` : "如果你愿意，哪次关系变化的大概年月还记得？", keywords: /恋爱|关系|结婚|离婚|分手|伴侣|对象/, recallEase: .62, privacyCost: .22 },
career: { goal: "收集一件有大致日期的职业转折。", fallbackPrompt: (anchor) => anchor ? `除了“${anchor}”，哪次工作或职责明显变化的年月你还记得？` : "哪次工作或职责明显变化的年月你还记得？", keywords: /工作|实习|公司|研究院|职业|入职|离职|创业|负责/, recallEase: .85, privacyCost: .03 },
finance: { goal: "在用户愿意的前提下收集一件有大致日期的财务转折。", fallbackPrompt: (anchor) => anchor ? `除了“${anchor}”，如果方便，哪次财务状况明显变化的年月你还记得？` : "如果方便，哪次财务状况明显变化的年月你还记得？", keywords: /收入|负债|投资|资产|财务|买房|卖房/, recallEase: .6, privacyCost: .18 },
health_pressure: { goal: "在用户愿意的前提下收集一件本人有大致日期的健康转折。", fallbackPrompt: (anchor) => anchor ? `除了“${anchor}”，如果方便，你本人哪次健康变化的大概年月还记得？` : "如果方便，你本人哪次健康变化的大概年月还记得？", keywords: /住院|手术|事故|健康|生病|确诊|康复/, recallEase: .58, privacyCost: .28 },
};
function stableUuid(value: string): string {
@@ -182,13 +182,15 @@ export function buildQuestionOpportunities(input: Readonly<{
for (const [domain, policy] of Object.entries(domainPolicy) as [Exclude<EvidenceDomain, "family" | "other">, (typeof domainPolicy)[Exclude<EvidenceDomain, "family" | "other">]][]) {
if (refusedDomains.has(domain)) continue;
const covered = scoreableDomains.has(domain);
const themeBonus = policy.keywords.test(latestContext) ? .22 : 0;
const themeBonus = latestEvent
? latestEvent.domain === domain ? .22 : 0
: policy.keywords.test(latestContext) ? .22 : 0;
const alreadyAsked = input.turns.some((turn) => turn.questionDomain === domain && !turn.questionTargetEventId);
const latestAnchor = latestEvent ? anchorFor(latestEvent) : null;
opportunities.push(opportunity(input.caseId, {
kind: "ask_new_event", domain, targetEventId: null, goal: policy.goal,
requestedFields: ["new_dated_event"], anchors: latestAnchor ? [latestAnchor] : [],
contextFacts: [`已有 ${scoreableCount} 件可评分事件。`, `该领域${covered ? "已有覆盖" : "尚未覆盖"}。`],
contextFacts: [`已有 ${scoreableCount} 件可评分事件。`, `该领域${covered ? "已有覆盖" : "尚未覆盖"}。`, "需要另一件独立事件，不要把最新事件换词重问。"],
fallbackPrompt: policy.fallbackPrompt(latestAnchor), reason: covered ? "继续收集可区分候选的独立事件。" : "补足证据领域覆盖。",
expectedInformationGain: covered ? .54 + themeBonus : .65 + themeBonus / 2,
dateSensitivity: input.snapshot ? .5 : .35,
frontend/src/lib/rectification-agent/renderer-agent.ts
+43 -8
View File
@@ -12,9 +12,19 @@ const bannedAcknowledgement = /(?:这个信息很有用|它不是单纯的|而
const overinterpretedAcknowledgement = /(?:职业方向正式落地|人生意义|意味着你|说明你(?:已经|开始|正式)|标志着你)/;
const internalTerms = /(?:opportunityId|snapshotId|eventId|targetEventId|requestedFields|fallbackPrompt|tool\s*call|tool_call|score|评分|模型名|opportunity|snapshot|D\d{1,2}|KP\b|Vimshottari)/i;
const multiQuestionMoves = /(?:另外|还有|同时再说|并且告诉我|顺便|再告诉我)/;
const cannedQuestion = /(?:承接[“\"']?.{0,80}[”\"']?，?请再说一件|接下来请继续讲另一件|我会顺着你的叙述继续核对)/;
const cannedQuestion = /(?:承接[“\"']?.{0,80}[”\"']?，?请再说一件|接下来请继续讲另一件|我会顺着你的叙述继续核对|以[“\"']?.{0,80}[”\"']?为(?:时间)?参照|搬到新城市|长期离乡)/;
const exactClockMinute = /(?:[01]?\d|2[0-3])[:：][0-5]\d|(?:[零〇一二两三四五六七八九十]{1,3}|(?:[01]?\d|2[0-3]))点(?:[零〇一二两三四五六七八九十]{1,3}|[0-5]?\d)分/;
const exactMinuteClaim = /(?:唯一|准确|精确|确切|确认|确定|代表).{0,12}(?:出生|生时)?(?:时间|时刻|分钟)|(?:出生|生时)(?:时间|时刻|分钟)?.{0,12}(?:唯一|准确|精确|确切|确认|确定|代表|就是)/;
const distinctEventMove = /(?:除了|另一(?:件|次)|下(?:一|1)次|之后|后来|此后|还记得)/;
const explicitAnchorReference = /(?:这次经历|这段经历|刚才那段|刚才这段|你刚说的|你刚提到的|刚说的|刚提到的|前面那段|这件事)/;
const newEventDomainTerms: Readonly<Partial<Record<QuestionOpportunity["domain"], RegExp>>> = {
education: /(?:入学|升学|毕业|学校|大学|专业|考试|读书)/,
relocation: /(?:搬家|搬到|搬去|迁居|迁到|迁往|移居|定居)/,
relationship: /(?:恋爱|关系|结婚|离婚|分手|伴侣|对象)/,
career: /(?:工作|实习|公司|研究院|职业|入职|离职|创业|职责|负责)/,
finance: /(?:收入|负债|投资|资产|财务|买房|卖房)/,
health_pressure: /(?:住院|手术|事故|健康|生病|确诊|康复)/,
};
const questionRealizationSchema = z.object({ question: z.string().trim().min(1).max(1_000) }).strict();
function agentFor(modelId: string | null): { id: string; agent: Agent } | null {
@@ -37,14 +47,32 @@ function normalized(value: string): string {
return value.normalize("NFKC").replace(/[“”"'\s，,。.!！?？:：；;]/g, "");
}
function includesAnchor(question: string, anchor: string): boolean {
function matchingAnchorFragment(question: string, anchor: string): string | null {
const normalizedQuestion = normalized(question);
const normalizedAnchor = normalized(anchor);
if (normalizedQuestion.includes(normalizedAnchor)) return true;
for (let start = 0; start <= normalizedAnchor.length - 4; start += 1) {
if (normalizedQuestion.includes(normalizedAnchor.slice(start, start + 4))) return true;
if (!normalizedAnchor) return null;
if (normalizedQuestion.includes(normalizedAnchor)) return normalizedAnchor;
for (let length = Math.min(normalizedQuestion.length, normalizedAnchor.length); length >= 4; length -= 1) {
for (let start = 0; start <= normalizedAnchor.length - length; start += 1) {
const fragment = normalizedAnchor.slice(start, start + length);
if (normalizedQuestion.includes(fragment)) return fragment;
}
}
return false;
return null;
}
function includesStrictAnchor(question: string, anchor: string): boolean {
const normalizedAnchor = normalized(anchor);
return normalizedAnchor.length > 0 && normalized(question).includes(normalizedAnchor);
}
function withoutMatchedAnchors(question: string, anchors: readonly string[]): string {
let remaining = normalized(question);
for (const anchor of anchors) {
const matched = matchingAnchorFragment(remaining, anchor);
if (matched) remaining = remaining.replace(matched, "");
}
return remaining;
}
function visibleTextSafetyIssues(value: string): string[] {
@@ -65,8 +93,15 @@ export function validateQuestionRealization(question: unknown, opportunity: Ques
issues.push(...visibleTextSafetyIssues(value));
if (multiQuestionMoves.test(value)) issues.push("multiple_question_instruction");
if (cannedQuestion.test(value)) issues.push("canned_question_forbidden");
if (opportunity.targetEventId || (opportunity.kind === "ask_new_event" && opportunity.anchors.length > 0)) {
if (!opportunity.anchors.some((anchor) => includesAnchor(value, anchor))) issues.push("target_anchor_missing");
if (opportunity.targetEventId) {
if (!opportunity.anchors.some((anchor) => includesStrictAnchor(value, anchor))) issues.push("target_anchor_missing");
} else if (opportunity.kind === "ask_new_event") {
const anchorMatched = opportunity.anchors.some((anchor) => matchingAnchorFragment(value, anchor) !== null);
if (opportunity.anchors.length > 0 && !anchorMatched && !explicitAnchorReference.test(value)) issues.push("target_anchor_missing");
if (opportunity.anchors.length > 0 && !distinctEventMove.test(value)) issues.push("new_event_not_distinct");
const domainTerms = newEventDomainTerms[opportunity.domain];
const questionWithoutAnchor = withoutMatchedAnchors(value, opportunity.anchors);
if (domainTerms && !domainTerms.test(questionWithoutAnchor)) issues.push("new_event_domain_mismatch");
}
for (const field of opportunity.requestedFields) {
if (field === "event_subject" && !/(?:本人|你自己|家人|伴侣|配偶)/.test(value)) issues.push("event_subject_not_requested");