feat(news): index news packages and research persistent events

Extract reusable literal keywords once per source revision, assign complete news packages to long-lived events, and research all event members with immutable evidence and references.

Add additive research storage, vocabulary snapshots, the two-stage workspace, isolated acceptance coverage, and a paused rollout with an initial fixed 50-news production trial.

web/src/common/apis/news-research/index.ts

@@ -0,0 +1,20 @@
+import type * as Research from "./type"
+import { request } from "@/http/axios"
+
+export const getSettingsApi = () => request<Research.Settings>({ url: "/risk/settings", method: "get" })
+export const saveSettingsApi = (data: Research.Config) => request<null>({ url: "/risk/settings", method: "put", data })
+export const enableApi = () => request<null>({ url: "/risk/enable", method: "post" })
+export const pauseApi = () => request<null>({ url: "/risk/pause", method: "post" })
+export const createSkillsApi = () => request<{ index: number, research: number }>({ url: "/risk/skill-templates", method: "post" })
+export const listEventsApi = (q: string, page: number) => request<{ items: Research.Event[], total: number }>({ url: "/risk/events", method: "get", params: { q, page } })
+export const getEventApi = (id: number) => request<Research.EventDetail>({ url: `/risk/events/${id}`, method: "get" })
+export const retryEventApi = (id: number) => request<null>({ url: `/risk/events/${id}/retry`, method: "post" })
+export const listPackagesApi = (q: string, page: number) => request<{ items: Research.Package[], total: number }>({ url: "/risk/packages", method: "get", params: { q, page } })
+export const getPackageApi = (id: number) => request<Research.PackageDetail>({ url: `/risk/packages/${id}`, method: "get" })
+export const retryPackageApi = (id: number) => request<null>({ url: `/risk/packages/${id}/retry`, method: "post" })
+export const listNewsPackagesApi = (id: number, revision: number) => request<Research.Package[]>({ url: `/risk/news/${id}/packages`, method: "get", params: { revision_no: revision } })
+export const enrollApi = (news_ids: number[]) => request<null>({ url: "/risk/packages", method: "post", data: { news_ids } })
+
+export const getVocabularyApi = () => request<Research.Vocabulary>({ url: "/risk/tag-vocabulary", method: "get" })
+export const saveVocabularyApi = (data: { base_revision: number, entries: Research.VocabularyEntry[] }) => request<Research.Vocabulary>({ url: "/risk/tag-vocabulary", method: "put", data })
+export const getEventVersionApi = (event: number, version: number) => request<Research.VersionDetail>({ url: `/risk/events/${event}/versions/${version}`, method: "get" })

web/src/common/apis/news-research/type.ts

@@ -0,0 +1,14 @@
+export interface Keyword { canonical: string, aliases: string[], quote: string }
+export interface ModelConfig { provider_id: number | null, model: string, reasoning_effort: string | null, skill_id: number | null }
+export interface Config { index: ModelConfig, research: ModelConfig, concurrency: number }
+export interface Settings { config: Partial<Config>, enabled: boolean, start_at: string }
+export interface Package { id: number, news_id: number, title: string, url: string, state: string, error: string | null, keywords: Keyword[], events: { id: number, title: string, reason: string, quote: string }[] }
+export interface Point { time_precision: "minute" | "day" | "month" | "unknown", planned_precision: "minute" | "day" | "month" | "unknown", package_ids: number[], time_text: string, description: string, occurred_at: string | null, planned_at: string | null, reported_at: string | null, period_text: string, evidence_refs: { article_id: number, quote: string }[] }
+export interface Result { title: string, summary: string, facts: string, reasoning: string, uncertainty: string, opinions: string, counter_evidence: string, watchpoints: string, asset_impacts: string, importance_stars: number, risk_stars: number, confidence: string, verification: string, timeline_points: Point[] }
+export interface Event { id: number, title: string, state: string, revision: number, error: string | null, tags: string[], result: Result | null }
+export interface EventDetail extends Event { packages: Package[], references: { event_id: number, title: string, version_id: number, role: string, reason: string, changed: boolean }[], versions: { id: number, revision: number, state: string, result: Result | null, error: string | null, usage: unknown, evidence: unknown }[] }
+export interface PackageDetail extends Package { article: { title: string, summary: string, content: string }, attempts: { id: number, stage: string, state: string, error: string | null, output: unknown, usage: unknown }[] }
+
+export interface VocabularyEntry { canonical: string, aliases: string[] }
+export interface Vocabulary { revision: number, entries: VocabularyEntry[] }
+export interface VersionDetail { evidence: unknown, usage: unknown, id: number, event_id: number, revision: number, state: string, result: Result, packages: { id: number, news_id: number }[], articles: { id: number, title: string, summary: string, content: string }[], references: EventDetail["references"] }

web/src/common/apis/risk/index.ts

@@ -5,14 +5,13 @@ export const getRiskSettingsApi = () => request<Risk.Settings>({ url: "/risk/set
 export const saveRiskSettingsApi = (data: Risk.Settings) => request<null>({ url: "/risk/settings", method: "put", data })
 export const enableRiskApi = (data: Risk.Settings) => request<null>({ url: "/risk/enable", method: "post", timeout: 650000, data })
 export const getRiskOverviewApi = (hours: number) => request<Risk.Overview>({ url: "/risk/overview", method: "get", params: { hours } })
-export const listRiskEventsApi = (params: Risk.EventQuery) => request<{ items: Risk.RiskEvent[], total: number }>({ url: "/risk/summaries", method: "get", params })
-export const getRiskEventApi = (id: number) => request<{ related_events?: { id: number, reason: string }[], corrections?: { id: number, result: unknown }[], grouping_versions?: { id: number, state: string, error: string | null }[], evidence: { id: number, kind: string, data: unknown, fetched_at: string }[], event: Risk.RiskEvent, history: Risk.Analysis[], versions: { id: number, revision: number, state: string, model: string, result: Risk.RiskResult | null, error: string | null, analyzed_at: string | null }[] }>({ url: `/risk/summaries/${id}`, method: "get" })
+export const listRiskEventsApi = (params: Risk.EventQuery) => request<{ items: Risk.NewsEvent[], total: number }>({ url: "/risk/events", method: "get", params })
+export const getRiskPackageApi = (id: number) => request<{ corrections?: { id: number, result: unknown }[], grouping_versions?: { id: number, state: string, error: string | null }[], event: Risk.NewsPackage, history: Risk.Analysis[] }>({ url: `/risk/packages/${id}`, method: "get" })
 export const listRiskAnalysesApi = (params: { news_id?: number, revision_no?: number, failed?: boolean, stage?: string }, notify = true) => request<Risk.Analysis[]>({ url: "/risk/tasks", method: "get", params, notify })
 export const retryRiskAnalysisApi = (id: number, stage = "grouping") => request<null>({ url: `/risk/tasks/${id}/retry`, method: "post", params: { stage } })
 
-export const listNewsSummariesApi = (newsId: number, revision: number) => request<Risk.RiskEvent[]>({ url: `/risk/news/${newsId}/summaries`, method: "get", params: { revision_no: revision } })
+export const listNewsPackagesApi = (newsId: number, revision: number) => request<Risk.NewsPackage[]>({ url: `/risk/news/${newsId}/packages`, method: "get", params: { revision_no: revision } })
 export const createNewsSkillTemplatesApi = (refreshExisting = false) => request<{ grouping_skill_id: number, analysis_skill_id: number, outlook_skill_id: number }>({ url: "/risk/skill-templates", method: "post", data: { refresh_existing: refreshExisting } })
-export const listNewsEventsApi = (page = 1) => request<{ items: Risk.NewsEvent[], total: number }>({ url: "/risk/events", method: "get", params: { page } })
 export const getNewsEventApi = (id: number) => request<Risk.EventDetail>({ url: `/risk/events/${id}`, method: "get" })
 export const previewReprocessApi = (data: Risk.ReprocessRange) => request<Risk.ReprocessPreview>({ url: "/risk/reprocess/preview", method: "post", data })
 export const startReprocessApi = (data: { preview_id: string, run_mode?: "shared" | "history_only" }) => request<{ id: number }>({ url: "/risk/reprocess", method: "post", data })

web/src/common/apis/risk/type.ts

@@ -20,24 +20,19 @@ export interface RiskResult {
   related_packages?: { id: number, relation: string, reason: string }[]
   evidence_refs?: { article_id: number, quote: string }[]
 }
-export interface RiskEvent {
-  main_event_id?: number | null
-  replacement_ids?: number[]
+export interface NewsPackage {
+  main_event_id: number | null
+  replacement_ids: number[]
+  fact: string
   tags: string[]
   content_kind: string
-  importance_stars: number
   article_count: number
   id: number
   title: string
   category: string
   entities: string[]
-  risk_stars: number
-  peak_stars: number
-  result: RiskResult | null
   state: string
-  analyzed_at: string | null
   revision: number
-  published_revision: number
   error: string | null
   published_at: string
   updated_at: string
@@ -115,11 +110,20 @@ export interface NewsEvent {
   title: string
   state: string
   error: string | null
-  result: { summary: string, importance_stars: number, risk_stars: number, counter_evidence: string, timeline_points: TimelinePoint[], uncertainty: string, opinions: string, watchpoints: string } | null
+  revision: number
+  published_revision: number
+  updated_at: string
+  tags: string[]
+  category: string
+  package_count: number
+  risk_stars: number
+  importance_stars: number
+  result: (RiskResult & { timeline_points: TimelinePoint[] }) | null
 }
 export interface EventDetail extends NewsEvent {
-  packages: RiskEvent[]
-  versions: { id: number, revision: number, state: string, error: string | null, result: NewsEvent["result"] }[]
+  packages: NewsPackage[]
+  evidence: { id: number, version_id: number, data: unknown, fetched_at: string }[]
+  versions: { id: number, revision: number, state: string, error: string | null, result: NewsEvent["result"], usage: unknown }[]
 }
 export interface ReprocessRange { selection?: "range" | "attempted", start?: string, end?: string, modes: ("missing" | "review")[] }
 export interface ReprocessPreview { articles: number, packages: number, events: number, total: number, missing: number, review: number, preview_id: string, models: Record<string, { model: string, reasoning_effort: string | null }> }

web/src/pages/home/components/AiQueue.vue

@@ -18,7 +18,7 @@ let version = 0
 let busy = false
 let alive = true
 let timer: ReturnType<typeof setInterval> | undefined
-const labels: Record<string, string> = { grouping: "新闻分包", analysis: "包研判", events: "事件时间线", outlook: "阅读编排", backfill: "历史新闻", running: "运行中", queued: "排队", waiting: "等待条件", failed: "失败", done: "已完成", unknown: "状态未知" }
+const labels: Record<string, string> = { grouping: "新闻分包", analysis: "事件研判", events: "事件研判", outlook: "阅读编排", backfill: "历史新闻", running: "运行中", queued: "排队", waiting: "等待条件", failed: "失败", done: "已完成", unknown: "状态未知" }
 async function load() {
   if (busy) return
   busy = true
@@ -82,7 +82,7 @@ onBeforeUnmount(() => {
         <el-option v-for="s in ['running', 'queued', 'waiting', 'failed', 'done']" :key="s" :label="labels[s]" :value="s" />
       </el-select>
       <el-select v-if="expanded" v-model="stage" clearable placeholder="全部阶段" class="!w-36">
-        <el-option v-for="s in ['grouping', 'analysis', 'events', 'outlook', 'backfill']" :key="s" :label="labels[s]" :value="s" />
+        <el-option v-for="s in ['grouping', 'events', 'outlook', 'backfill']" :key="s" :label="labels[s]" :value="s" />
       </el-select>
       <el-select v-if="expanded" v-model="origin" clearable placeholder="全部来源" class="!w-36">
         <el-option label="实时" value="realtime" /><el-option label="回补" value="history" />

web/src/pages/home/components/EventResearch.vue

@@ -6,9 +6,6 @@ import { useUserStore } from "@/pinia/stores/user"
 
 const emit = defineEmits<{ package: [id: number] }>()
 const user = useUserStore()
-const items = ref<Risk.NewsEvent[]>([])
-const total = ref(0)
-const page = ref(1)
 const detail = ref<Risk.EventDetail | null>(null)
 const opened = ref(false)
 const detailError = ref(false)
@@ -53,10 +50,8 @@ async function load() {
   const seq = ++sequence
   const version = user.sessionVersion
   try {
-    const [events, runs] = await Promise.all([api.listNewsEventsApi(page.value), api.listReprocessApi()])
+    const runs = await api.listReprocessApi()
     if (!active || seq !== sequence || version !== user.sessionVersion) return
-    items.value = events.items
-    total.value = events.total
     jobs.value = runs
     error.value = false
     if (batchId.value && !batchLoading.value) await openBatch(batchId.value, batchPage.value)
@@ -119,7 +114,6 @@ async function action(id: number, retry: boolean) {
 watch([range, modes], () => {
   preview.value = null
 })
-watch(page, load)
 watch(() => user.sessionVersion, () => {
   batchSequence++
   sequence++
@@ -127,7 +121,6 @@ watch(() => user.sessionVersion, () => {
   operation++
   busy.value = false
   detailError.value = false
-  items.value = []
   jobs.value = []
   batch.value = null
   batchId.value = 0
@@ -160,25 +153,12 @@ defineExpose({ open })
 <template>
   <el-card shadow="never">
     <template #header>
-      事件与时间线
+      AI 历史回补
     </template>
     <el-alert v-if="error" title="事件读取失败，可重试" type="warning" :closable="false" />
     <el-button link @click="load">
       刷新
     </el-button>
-    <div v-for="event in items" :key="event.id" class="my-3">
-      <el-button link @click="open(event.id)">
-        {{ event.title }}
-      </el-button>
-      <p>{{ event.result?.summary || '正在整理组成包的时间线' }}</p>
-      <p v-if="event.result">
-        重要性 {{ event.result.importance_stars }} 星 · 风险 {{ event.result.risk_stars }}X
-      </p>
-      <p v-if="event.error">
-        更新失败：{{ event.error }}；保留上一成功版本
-      </p>
-    </div>
-    <el-pagination v-model:current-page="page" :total="total" :page-size="20" layout="prev, pager, next" />
     <details class="mt-4">
       <summary>AI 历史回补</summary>
       <p>按新闻发布时间选择范围，使用现存最新修订。不会还原历史时点；共享包和事件可能同时更新。AI 暂停时任务等待。</p>
@@ -223,7 +203,7 @@ defineExpose({ open })
           成功 {{ job.counts.done ?? 0 }} · 处理中 {{ job.counts.processing ?? 0 }} · 待处理 {{ job.counts.pending ?? 0 }} · 失败 {{ job.counts.failed ?? 0 }} · 跳过 {{ job.counts.skipped ?? 0 }}
         </p>
         <p v-for="(counts, stage) in job.stages" :key="stage">
-          {{ stage === 'analysis' ? '包研判' : '事件时间线' }}：待处理 {{ counts.pending ?? 0 }} · 运行 {{ counts.processing ?? 0 }} · 完成 {{ counts.done ?? 0 }} · 失败 {{ counts.failed ?? 0 }}
+          {{ stage === 'analysis' ? '事件研判' : '事件研判' }}：待处理 {{ counts.pending ?? 0 }} · 运行 {{ counts.processing ?? 0 }} · 完成 {{ counts.done ?? 0 }} · 失败 {{ counts.failed ?? 0 }}
         </p>
         <el-button link @click="openBatch(job.id)">
           查看新闻明细
@@ -235,7 +215,7 @@ defineExpose({ open })
           重试失败项
         </el-button>
         <p v-for="failure in job.failures" :key="`${failure.stage}:${failure.id}`">
-          {{ ({ grouping: "新闻初筛", analysis: "包研判", events: "事件时间线", outlook: "阅读编排" })[failure.stage] }} #{{ failure.id }}：{{ failure.error }}
+          {{ ({ grouping: "新闻初筛", analysis: "事件研判", events: "事件研判", outlook: "阅读编排" })[failure.stage] }} #{{ failure.id }}：{{ failure.error }}
         </p>
       </div>
       <div v-if="batchId">
@@ -251,7 +231,7 @@ defineExpose({ open })
       </div>
     </details>
   </el-card>
-  <el-drawer v-model="opened" title="事件发展时间线" size="min(760px, 100vw)">
+  <el-drawer v-model="opened" title="事件研判与时间线" size="min(760px, 100vw)">
     <el-alert v-if="detailError" title="事件详情读取失败" type="warning" :closable="false" />
     <el-button v-if="detailError" @click="open(detailId)">
       重试
@@ -269,6 +249,7 @@ defineExpose({ open })
           {{ ref.quote }}
         </blockquote>
       </div>
+      <p>事实：{{ detail.result?.facts }}</p><p>市场影响：{{ detail.result?.asset_impacts }}</p><p>判断依据：{{ detail.result?.reasoning }}</p>
       <p>反证：{{ detail.result?.counter_evidence }}</p><p>不确定性：{{ detail.result?.uncertainty }}</p><p>意见：{{ detail.result?.opinions }}</p><p>关注：{{ detail.result?.watchpoints }}</p>
       <p>组成包</p>
       <div v-for="item in detail.packages" :key="item.id">
@@ -276,10 +257,15 @@ defineExpose({ open })
           {{ item.title }}
         </el-button>
       </div>
+      <p>核验记录</p>
+      <details v-for="record in detail.evidence" :key="record.id">
+        <summary>证据 #{{ record.id }} · {{ formatTime(record.fetched_at) }}</summary>
+        <pre class="whitespace-pre-wrap break-all">{{ record.data }}</pre>
+      </details>
       <p>版本历史</p>
       <details v-for="version in detail.versions" :key="version.id" class="my-2">
         <summary>v{{ version.revision }} · {{ version.state }} {{ version.error }}</summary>
-        <p>{{ version.result?.summary }}</p>
+        <p>{{ version.result?.summary }}</p><pre class="whitespace-pre-wrap break-all">{{ version.usage }}</pre>
         <p v-for="(point, index) in version.result?.timeline_points" :key="index">
           {{ point.time_text }} · {{ point.description }} · 包 #{{ point.package_id }} v{{ point.package_revision }}
         </p>

web/src/pages/news/components/NewsRisk.vue

@@ -1,12 +1,11 @@
 <script setup lang="ts">
-import type { Analysis, RiskEvent } from "@/common/apis/risk/type"
-import { listNewsSummariesApi, listRiskAnalysesApi } from "@/common/apis/risk"
+import type { Package } from "@@/apis/news-research/type"
+import { listNewsPackagesApi } from "@@/apis/news-research"
 import { useUserStore } from "@/pinia/stores/user"
 
 const props = defineProps<{ newsId: number, revision: number }>()
 const user = useUserStore()
-const analysis = ref<Analysis | null>(null)
-const summaries = ref<RiskEvent[]>([])
+const summaries = ref<Package[]>([])
 const failed = ref(false)
 const loading = ref(false)
 const ownerVersion = user.sessionVersion
@@ -19,15 +18,13 @@ async function load(reset = true) {
   const version = user.sessionVersion
   loading.value = true
   if (reset) {
-    analysis.value = null
     summaries.value = []
     failed.value = false
   }
   try {
-    const [rows, events] = await Promise.all([listRiskAnalysesApi({ news_id: props.newsId, revision_no: props.revision }, reset), listNewsSummariesApi(props.newsId, props.revision)])
+    const events = await listNewsPackagesApi(props.newsId, props.revision)
     if (seq === sequence && version === user.sessionVersion) {
       summaries.value = events
-      analysis.value = rows[0] ?? null
       failed.value = false
     }
   } catch {
@@ -39,7 +36,7 @@ async function load(reset = true) {
 watch(() => [props.newsId, props.revision], () => void load(), { immediate: true })
 onMounted(() => {
   timer = setInterval(() => {
-    if (!document.hidden && !loading.value && (!["done"].includes(analysis.value?.state ?? "") || summaries.value.some(e => ["pending", "processing"].includes(e.state)))) void load(false)
+    if (!document.hidden && !loading.value && (!summaries.value.length || summaries.value.some(e => e.state !== "done"))) void load(false)
   }, 15000)
 })
 onBeforeUnmount(() => {
@@ -53,16 +50,20 @@ onBeforeUnmount(() => {
   <div class="rounded bg-sky-50 p-3 text-sm">
     <b>AI 关联新闻包</b>
     <div v-for="event in summaries" :key="event.id" class="my-2">
-      <router-link :to="{ path: '/home', query: { summary: event.id } }">
+      <router-link :to="{ path: '/home', query: { package: event.id } }">
         {{ event.title }}
       </router-link>
-      <p>{{ event.result?.summary || '事件归并完成，等待二阶段总结' }}</p>
+      <div class="my-2 flex flex-wrap gap-2">
+        <el-tag v-for="word in event.keywords" :key="word.canonical">
+          {{ word.canonical }}
+        </el-tag>
+      </div>
       <p v-if="event.error">
         更新失败：{{ event.error }}
       </p>
     </div>
     <p v-if="!summaries.length">
-      {{ failed ? '关联事件读取失败' : analysis?.state === 'failed' ? `初筛失败：${analysis.error}` : '暂无关联总结；新流程只处理启用后的新闻' }}
+      {{ failed ? '关联事件读取失败' : '尚未建立关键词索引' }}
       <el-button v-if="failed" link :loading="loading" @click="load()">
         重试
       </el-button>

web/src/pages/news/index.vue

@@ -84,13 +84,7 @@ onBeforeUnmount(() => media?.removeEventListener("change", updateMobile))
               {{ item.summary || item.excerpt }}
             </div>
             <div class="mt-1 line-clamp-2 text-xs text-slate-500">
-              <template v-if="item.risk?.state === 'done'">
-                <span class="text-amber-600">{{ item.risk.verification === 'insufficient' ? '信息不足，无法判断' : item.risk.stars ? '★'.repeat(item.risk.stars) : '无明显风险' }}</span>
-                · {{ item.risk.summary }}
-              </template>
-              <template v-else>
-                {{ item.risk?.state === 'skipped' ? '非财经新闻，原文保留' : item.risk?.state === 'failed' ? 'AI 分析失败' : item.risk?.state === 'processing' ? 'AI 分析中' : '未纳入新流程或等待总结' }}
-              </template>
+              {{ item.risk?.state === 'done' ? '关键词与事件归属已完成，研判请查看关联事件' : item.risk?.state?.endsWith('_failed') ? '关键词索引或事件分类失败' : item.risk ? '关键词索引与事件分类处理中' : '尚未建立关键词索引' }}
             </div>
           </div>
           <el-alert v-if="failed" type="error" :closable="false" title="新闻读取失败；已有内容保留">