feat(authority): add Trivium vector primary adapter

vector/authority-vector-primary-adapter.js

@@ -0,0 +1,345 @@
+import { normalizeAuthorityBaseUrl } from "../runtime/authority-capabilities.js";
+
+export const AUTHORITY_VECTOR_MODE = "authority";
+export const AUTHORITY_VECTOR_SOURCE = "authority-trivium";
+
+const AUTHORITY_TRIVIUM_ENDPOINT = "/v1/trivium";
+const DEFAULT_AUTHORITY_VECTOR_CHUNK_SIZE = 1000;
+const MAX_AUTHORITY_VECTOR_CHUNK_SIZE = 2000;
+
+function clampInteger(value, fallback, min, max) {
+  const parsed = Number(value);
+  if (!Number.isFinite(parsed)) return fallback;
+  return Math.min(max, Math.max(min, Math.trunc(parsed)));
+}
+
+function toArray(value) {
+  return Array.isArray(value) ? value : [];
+}
+
+function clonePlain(value, fallbackValue = null) {
+  if (value == null) return fallbackValue;
+  if (typeof globalThis.structuredClone === "function") {
+    try {
+      return globalThis.structuredClone(value);
+    } catch {
+    }
+  }
+  try {
+    return JSON.parse(JSON.stringify(value));
+  } catch {
+    return fallbackValue;
+  }
+}
+
+function normalizeRecordId(value) {
+  return String(value ?? "").trim();
+}
+
+function throwIfAborted(signal) {
+  if (signal?.aborted) {
+    throw signal.reason instanceof Error
+      ? signal.reason
+      : Object.assign(new Error("操作已终止"), { name: "AbortError" });
+  }
+}
+
+function getNodeFieldText(node = {}, keys = []) {
+  const fields = node?.fields && typeof node.fields === "object" ? node.fields : {};
+  for (const key of keys) {
+    const value = fields[key];
+    if (typeof value === "string" && value.trim()) return value.trim();
+  }
+  return "";
+}
+
+function normalizeSearchResults(payload = null) {
+  const rows = Array.isArray(payload)
+    ? payload
+    : Array.isArray(payload?.results)
+      ? payload.results
+      : Array.isArray(payload?.hits)
+        ? payload.hits
+        : Array.isArray(payload?.items)
+          ? payload.items
+          : Array.isArray(payload?.data)
+            ? payload.data
+            : [];
+  return rows
+    .map((item, index) => {
+      const nodeId = normalizeRecordId(
+        item?.nodeId || item?.externalId || item?.id || item?.payload?.nodeId,
+      );
+      if (!nodeId) return null;
+      const rawScore = Number(item?.score ?? item?.similarity ?? item?.rankScore);
+      const distance = Number(item?.distance);
+      const score = Number.isFinite(rawScore)
+        ? rawScore
+        : Number.isFinite(distance)
+          ? 1 / (1 + Math.max(0, distance))
+          : Math.max(0.01, 1 - index / Math.max(1, rows.length));
+      return { nodeId, score };
+    })
+    .filter(Boolean);
+}
+
+function buildAuthorityNodePayload(node = {}, entry = {}, { chatId = "", modelScope = "", revision = 0 } = {}) {
+  const scope = node?.scope && typeof node.scope === "object" ? node.scope : {};
+  const seqRange = Array.isArray(node?.seqRange) ? node.seqRange : [node?.seq ?? 0, node?.seq ?? 0];
+  return {
+    chatId,
+    nodeId: normalizeRecordId(node?.id || entry?.nodeId),
+    type: String(node?.type || ""),
+    archived: Boolean(node?.archived),
+    seqStart: Number(seqRange[0] ?? node?.seq ?? 0) || 0,
+    seqEnd: Number(seqRange[1] ?? node?.seq ?? 0) || 0,
+    sourceFloor: Number(seqRange[1] ?? node?.seq ?? 0) || 0,
+    importance: Number(node?.importance ?? 0) || 0,
+    updatedAt: Number(node?.updatedAt || Date.now()) || Date.now(),
+    scopeLayer: String(scope.layer || ""),
+    scopeOwnerType: String(scope.ownerType || ""),
+    scopeOwnerId: String(scope.ownerId || ""),
+    scopeOwnerName: String(scope.ownerName || ""),
+    scopeBucket: String(scope.bucket || ""),
+    regionKey: String(scope.regionKey || node?.regionKey || ""),
+    storySegmentId: String(node?.storySegmentId || node?.storyTime?.segmentId || ""),
+    storyTimeLabel: String(node?.storyTime?.label || ""),
+    title: getNodeFieldText(node, ["title"]),
+    name: getNodeFieldText(node, ["name"]),
+    summaryPreview: getNodeFieldText(node, ["summary", "insight", "state"]),
+    contentHash: String(entry?.hash || ""),
+    modelScope,
+    revision: Math.max(0, Math.floor(Number(revision) || 0)),
+  };
+}
+
+function buildAuthorityVectorItems(graph, entries = [], options = {}) {
+  const nodesById = new Map(toArray(graph?.nodes).map((node) => [String(node?.id || ""), node]));
+  return toArray(entries)
+    .map((entry) => {
+      const nodeId = normalizeRecordId(entry?.nodeId);
+      const node = nodesById.get(nodeId);
+      if (!node) return null;
+      const payload = buildAuthorityNodePayload(node, entry, options);
+      return {
+        id: nodeId,
+        externalId: nodeId,
+        nodeId,
+        text: String(entry?.text || ""),
+        index: Number(entry?.index || 0) || 0,
+        hash: String(entry?.hash || ""),
+        payload,
+      };
+    })
+    .filter((item) => item?.nodeId && item.text);
+}
+
+function buildAuthorityLinkItems(graph, { chatId = "", revision = 0 } = {}) {
+  return toArray(graph?.edges)
+    .filter((edge) => edge && !edge.invalidAt && !edge.expiredAt && !edge.deletedAt)
+    .map((edge) => {
+      const fromId = normalizeRecordId(edge.fromId || edge.sourceId || edge.from);
+      const toId = normalizeRecordId(edge.toId || edge.targetId || edge.to);
+      if (!fromId || !toId) return null;
+      return {
+        id: normalizeRecordId(edge.id) || `${fromId}->${toId}:${String(edge.relation || "related")}`,
+        fromId,
+        toId,
+        relation: String(edge.relation || edge.type || "related"),
+        weight: Number(edge.strength ?? edge.weight ?? 1) || 1,
+        payload: {
+          chatId,
+          edgeId: normalizeRecordId(edge.id),
+          relation: String(edge.relation || edge.type || "related"),
+          strength: Number(edge.strength ?? edge.weight ?? 1) || 1,
+          edgeType: String(edge.type || edge.edgeType || ""),
+          revision: Math.max(0, Math.floor(Number(revision) || 0)),
+          raw: clonePlain(edge, {}),
+        },
+      };
+    })
+    .filter(Boolean);
+}
+
+export function isAuthorityVectorConfig(config = null) {
+  return config?.mode === AUTHORITY_VECTOR_MODE || config?.source === AUTHORITY_VECTOR_SOURCE;
+}
+
+export function normalizeAuthorityVectorConfig(settings = {}, overrides = {}) {
+  const source = settings && typeof settings === "object" && !Array.isArray(settings) ? settings : {};
+  return {
+    mode: AUTHORITY_VECTOR_MODE,
+    source: AUTHORITY_VECTOR_SOURCE,
+    baseUrl: normalizeAuthorityBaseUrl(source.authorityBaseUrl ?? source.baseUrl),
+    model: String(source.embeddingBackendModel || source.embeddingModel || "").trim(),
+    chunkSize: clampInteger(
+      source.authorityVectorSyncChunkSize ?? source.chunkSize,
+      DEFAULT_AUTHORITY_VECTOR_CHUNK_SIZE,
+      1,
+      MAX_AUTHORITY_VECTOR_CHUNK_SIZE,
+    ),
+    timeoutMs: Math.max(0, Number(source.timeoutMs || 0) || 0),
+    failOpen: source.authorityVectorFailOpen !== false && source.failOpen !== false,
+    ...overrides,
+  };
+}
+
+export class AuthorityTriviumHttpClient {
+  constructor(options = {}) {
+    this.baseUrl = normalizeAuthorityBaseUrl(options.baseUrl);
+    this.fetchImpl = options.fetchImpl || (typeof fetch === "function" ? fetch.bind(globalThis) : null);
+    this.headerProvider = typeof options.headerProvider === "function" ? options.headerProvider : null;
+  }
+
+  async request(action, payload = {}) {
+    if (typeof this.fetchImpl !== "function") {
+      throw new Error("Authority Trivium fetch unavailable");
+    }
+    const response = await this.fetchImpl(`${this.baseUrl}${AUTHORITY_TRIVIUM_ENDPOINT}`, {
+      method: "POST",
+      headers: {
+        Accept: "application/json",
+        "Content-Type": "application/json",
+        ...(this.headerProvider ? this.headerProvider() || {} : {}),
+      },
+      body: JSON.stringify({ action, ...payload }),
+    });
+    if (!response?.ok) {
+      throw new Error(`Authority Trivium HTTP ${response?.status || "unknown"}`);
+    }
+    return await response.json().catch(() => ({}));
+  }
+
+  async purge(payload = {}) {
+    return await this.request("purge", payload);
+  }
+
+  async bulkUpsert(payload = {}) {
+    return await this.request("bulkUpsert", payload);
+  }
+
+  async deleteMany(payload = {}) {
+    return await this.request("deleteMany", payload);
+  }
+
+  async linkMany(payload = {}) {
+    return await this.request("linkMany", payload);
+  }
+
+  async search(payload = {}) {
+    return await this.request("search", payload);
+  }
+
+  async stat(payload = {}) {
+    return await this.request("stat", payload);
+  }
+}
+
+export function createAuthorityTriviumClient(config = {}, options = {}) {
+  const injected = options.triviumClient || config.triviumClient || globalThis.__stBmeAuthorityTriviumClient;
+  if (injected) return injected;
+  return new AuthorityTriviumHttpClient({
+    baseUrl: config.baseUrl,
+    fetchImpl: options.fetchImpl || config.fetchImpl,
+    headerProvider: options.headerProvider || config.headerProvider,
+  });
+}
+
+async function callClient(client, methodNames = [], action = "request", payload = {}) {
+  for (const methodName of methodNames) {
+    if (typeof client?.[methodName] === "function") {
+      return await client[methodName](payload);
+    }
+  }
+  if (typeof client?.request === "function") {
+    return await client.request(action, payload);
+  }
+  if (typeof client === "function") {
+    return await client({ action, ...payload });
+  }
+  throw new Error(`Authority Trivium ${action} unavailable`);
+}
+
+export async function purgeAuthorityTriviumNamespace(config = {}, options = {}) {
+  throwIfAborted(options.signal);
+  const client = createAuthorityTriviumClient(config, options);
+  return await callClient(client, ["purge"], "purge", {
+    namespace: options.namespace,
+    collectionId: options.collectionId,
+    chatId: options.chatId,
+  });
+}
+
+export async function deleteAuthorityTriviumNodes(config = {}, nodeIds = [], options = {}) {
+  const ids = toArray(nodeIds).map(normalizeRecordId).filter(Boolean);
+  if (!ids.length) return { deleted: 0 };
+  throwIfAborted(options.signal);
+  const client = createAuthorityTriviumClient(config, options);
+  return await callClient(client, ["deleteMany", "deleteNodes"], "deleteMany", {
+    namespace: options.namespace,
+    collectionId: options.collectionId,
+    chatId: options.chatId,
+    ids,
+    externalIds: ids,
+  });
+}
+
+export async function upsertAuthorityTriviumEntries(graph, config = {}, entries = [], options = {}) {
+  const items = buildAuthorityVectorItems(graph, entries, options);
+  if (!items.length) return { upserted: 0 };
+  throwIfAborted(options.signal);
+  const client = createAuthorityTriviumClient(config, options);
+  const chunkSize = clampInteger(config.chunkSize, DEFAULT_AUTHORITY_VECTOR_CHUNK_SIZE, 1, MAX_AUTHORITY_VECTOR_CHUNK_SIZE);
+  let upserted = 0;
+  for (let index = 0; index < items.length; index += chunkSize) {
+    throwIfAborted(options.signal);
+    const chunk = items.slice(index, index + chunkSize);
+    await callClient(client, ["bulkUpsert", "upsertMany", "upsert"], "bulkUpsert", {
+      namespace: options.namespace,
+      collectionId: options.collectionId,
+      chatId: options.chatId,
+      items: chunk,
+    });
+    upserted += chunk.length;
+  }
+  return { upserted };
+}
+
+export async function syncAuthorityTriviumLinks(graph, config = {}, options = {}) {
+  const links = buildAuthorityLinkItems(graph, options);
+  if (!links.length) return { linked: 0 };
+  throwIfAborted(options.signal);
+  const client = createAuthorityTriviumClient(config, options);
+  await callClient(client, ["linkMany", "upsertLinks"], "linkMany", {
+    namespace: options.namespace,
+    collectionId: options.collectionId,
+    chatId: options.chatId,
+    links,
+  });
+  return { linked: links.length };
+}
+
+export async function searchAuthorityTriviumNodes(graph, text, config = {}, options = {}) {
+  throwIfAborted(options.signal);
+  const client = createAuthorityTriviumClient(config, options);
+  const payload = await callClient(client, ["search", "query"], "search", {
+    namespace: options.namespace,
+    collectionId: options.collectionId,
+    chatId: options.chatId,
+    text: String(text || ""),
+    searchText: String(text || ""),
+    topK: Math.max(1, Math.floor(Number(options.topK) || 1)),
+    candidateIds: toArray(options.candidateIds).map(normalizeRecordId).filter(Boolean),
+  });
+  return normalizeSearchResults(payload);
+}
+
+export async function testAuthorityTriviumConnection(config = {}, options = {}) {
+  const client = createAuthorityTriviumClient(config, options);
+  await callClient(client, ["stat"], "stat", {
+    namespace: options.namespace,
+    collectionId: options.collectionId,
+    chatId: options.chatId,
+  });
+  return { success: true, dimensions: 0, error: "" };
+}

vector/vector-index.js

@@ -6,6 +6,25 @@ import { getActiveNodes } from "../graph/graph.js";
 import { describeMemoryScope, normalizeMemoryScope } from "../graph/memory-scope.js";
 import { resolveConfiguredTimeoutMs } from "../runtime/request-timeout.js";
 import { buildVectorCollectionId, stableHashString } from "../runtime/runtime-state.js";
+import {
+  AUTHORITY_VECTOR_MODE,
+  AUTHORITY_VECTOR_SOURCE,
+  deleteAuthorityTriviumNodes,
+  isAuthorityVectorConfig,
+  normalizeAuthorityVectorConfig,
+  purgeAuthorityTriviumNamespace,
+  searchAuthorityTriviumNodes,
+  syncAuthorityTriviumLinks,
+  testAuthorityTriviumConnection,
+  upsertAuthorityTriviumEntries,
+} from "./authority-vector-primary-adapter.js";
+
+export {
+  AUTHORITY_VECTOR_MODE,
+  AUTHORITY_VECTOR_SOURCE,
+  isAuthorityVectorConfig,
+  normalizeAuthorityVectorConfig,
+};
 
 export const BACKEND_VECTOR_SOURCES = [
   "openai",
@@ -213,6 +232,15 @@ export function isDirectVectorConfig(config) {
 export function getVectorModelScope(config) {
   if (!config) return "";
 
+  if (config?.mode === "authority" || config?.source === "authority-trivium") {
+    return [
+      "authority",
+      config.source || "authority-trivium",
+      normalizeOpenAICompatibleBaseUrl(config.baseUrl || ""),
+      config.model || "",
+    ].join("|");
+  }
+
   if (isDirectVectorConfig(config)) {
     return [
       "direct",
@@ -234,6 +262,13 @@ export function validateVectorConfig(config) {
     return { valid: false, error: "未找到向量配置" };
   }
 
+  if (config?.mode === "authority" || config?.source === "authority-trivium") {
+    if (!config.baseUrl) {
+      return { valid: false, error: "Authority Trivium 地址不可用" };
+    }
+    return { valid: true, error: "" };
+  }
+
   if (isDirectVectorConfig(config)) {
     if (!config.apiUrl) {
       return { valid: false, error: "请填写直连 Embedding API 地址" };
@@ -569,6 +604,42 @@ function markBackendVectorStateDirty(
   state.lastWarning = String(warning || "后端向量查询失败，已标记待重建");
 }
 
+function markAuthorityVectorStateDirty(
+  graph,
+  config,
+  reason = "authority-trivium-failed",
+  warning = "Authority Trivium 索引失败，已标记待重建",
+) {
+  if (!graph?.vectorIndexState || !isAuthorityVectorConfig(config)) {
+    return;
+  }
+  const state = graph.vectorIndexState;
+  const total = Math.max(
+    Number(state.lastStats?.total || 0),
+    Object.keys(state.nodeToHash || {}).length,
+    Object.keys(state.hashToNodeId || {}).length,
+  );
+  const previousIndexed = Number.isFinite(Number(state.lastStats?.indexed))
+    ? Math.max(0, Math.floor(Number(state.lastStats.indexed)))
+    : 0;
+  state.mode = "authority";
+  state.source = config.source || "authority-trivium";
+  state.modelScope = getVectorModelScope(config) || state.modelScope || "";
+  state.collectionId = state.collectionId || buildVectorCollectionId(graph?.historyState?.chatId);
+  state.dirty = true;
+  state.dirtyReason = String(reason || "authority-trivium-failed");
+  state.pendingRepairFromFloor = Number.isFinite(Number(state.pendingRepairFromFloor))
+    ? Math.max(0, Math.floor(Number(state.pendingRepairFromFloor)))
+    : 0;
+  state.lastStats = {
+    total,
+    indexed: previousIndexed,
+    stale: total > 0 ? Math.max(1, Number(state.lastStats?.stale || 0)) : 0,
+    pending: total > 0 ? Math.max(1, Number(state.lastStats?.pending || 0)) : 0,
+  };
+  state.lastWarning = String(warning || "Authority Trivium 索引失败，已标记待重建");
+}
+
 export async function syncGraphVectorIndex(
   graph,
   config,
@@ -578,6 +649,9 @@ export async function syncGraphVectorIndex(
     force = false,
     range = null,
     signal = undefined,
+    triviumClient = undefined,
+    headerProvider = undefined,
+    fetchImpl = undefined,
   } = {},
 ) {
   if (!graph || !config) {
@@ -590,7 +664,11 @@ export async function syncGraphVectorIndex(
   throwIfAborted(signal);
 
   const syncStartedAt = nowMs();
-  const syncMode = isBackendVectorConfig(config) ? "backend" : "direct";
+  const syncMode = isAuthorityVectorConfig(config)
+    ? "authority"
+    : isBackendVectorConfig(config)
+      ? "backend"
+      : "direct";
 
   const validation = validateVectorConfig(config);
   if (!validation.valid) {
@@ -629,14 +707,163 @@ export async function syncGraphVectorIndex(
   let backendPurgeMs = 0;
   let backendDeleteMs = 0;
   let backendInsertMs = 0;
+  let authorityPurgeMs = 0;
+  let authorityDeleteMs = 0;
+  let authorityUpsertMs = 0;
+  let authorityLinkMs = 0;
   let embedBatchMs = 0;
   let deletedHashCount = 0;
+  let deletedNodeCount = 0;
   let embeddingsRequested = 0;
   const hasConcreteRange =
     range && Number.isFinite(range.start) && Number.isFinite(range.end);
   const rangedNodeIds = new Set(desiredEntries.map((entry) => entry.nodeId));
 
-  if (isBackendVectorConfig(config)) {
+  if (isAuthorityVectorConfig(config)) {
+    const effectiveChatId = chatId || graph?.historyState?.chatId || "";
+    const authorityOptions = {
+      namespace: collectionId,
+      collectionId,
+      chatId: effectiveChatId,
+      modelScope: getVectorModelScope(config),
+      revision: graph?.meta?.revision || graph?.revision || 0,
+      signal,
+      triviumClient,
+      headerProvider,
+      fetchImpl,
+    };
+    const scopeChanged =
+      state.mode !== "authority" ||
+      state.source !== (config.source || "authority-trivium") ||
+      state.modelScope !== getVectorModelScope(config) ||
+      state.collectionId !== collectionId;
+    const fullReset = purge || state.dirty || scopeChanged;
+
+    try {
+      if (fullReset) {
+        const purgeStartedAt = nowMs();
+        await purgeAuthorityTriviumNamespace(config, authorityOptions);
+        authorityPurgeMs += nowMs() - purgeStartedAt;
+        resetVectorMappings(graph, config, effectiveChatId);
+        const upsertStartedAt = nowMs();
+        await upsertAuthorityTriviumEntries(
+          graph,
+          config,
+          desiredEntries,
+          authorityOptions,
+        );
+        authorityUpsertMs += nowMs() - upsertStartedAt;
+        for (const entry of desiredEntries) {
+          state.hashToNodeId[entry.hash] = entry.nodeId;
+          state.nodeToHash[entry.nodeId] = entry.hash;
+          insertedHashes.push(entry.hash);
+        }
+      } else {
+        const nodeIdsToDelete = [];
+        const entriesToUpsert = [];
+        const queuedNodeIds = new Set();
+
+        if (force && hasConcreteRange) {
+          for (const entry of desiredEntries) {
+            entriesToUpsert.push(entry);
+            queuedNodeIds.add(entry.nodeId);
+          }
+        }
+
+        for (const [nodeId, hash] of Object.entries(state.nodeToHash || {})) {
+          if (hasConcreteRange && !rangedNodeIds.has(nodeId)) {
+            continue;
+          }
+          const desired = desiredByNodeId.get(nodeId);
+          if (!desired) {
+            nodeIdsToDelete.push(nodeId);
+            delete state.nodeToHash[nodeId];
+            delete state.hashToNodeId[hash];
+          } else if (desired.hash !== hash && !queuedNodeIds.has(nodeId)) {
+            entriesToUpsert.push(desired);
+            queuedNodeIds.add(nodeId);
+            delete state.hashToNodeId[hash];
+          }
+        }
+
+        for (const entry of desiredEntries) {
+          if (force && hasConcreteRange) continue;
+          if (state.nodeToHash[entry.nodeId] === entry.hash) continue;
+          if (queuedNodeIds.has(entry.nodeId)) continue;
+          entriesToUpsert.push(entry);
+          queuedNodeIds.add(entry.nodeId);
+        }
+
+        deletedNodeCount = nodeIdsToDelete.length;
+        const deleteStartedAt = nowMs();
+        await deleteAuthorityTriviumNodes(config, nodeIdsToDelete, authorityOptions);
+        authorityDeleteMs += nowMs() - deleteStartedAt;
+        const upsertStartedAt = nowMs();
+        await upsertAuthorityTriviumEntries(
+          graph,
+          config,
+          entriesToUpsert,
+          authorityOptions,
+        );
+        authorityUpsertMs += nowMs() - upsertStartedAt;
+
+        for (const entry of entriesToUpsert) {
+          state.hashToNodeId[entry.hash] = entry.nodeId;
+          state.nodeToHash[entry.nodeId] = entry.hash;
+          insertedHashes.push(entry.hash);
+        }
+      }
+
+      const linkStartedAt = nowMs();
+      await syncAuthorityTriviumLinks(graph, config, authorityOptions);
+      authorityLinkMs += nowMs() - linkStartedAt;
+
+      for (const node of graph.nodes || []) {
+        if (Array.isArray(node.embedding) && node.embedding.length > 0) {
+          node.embedding = null;
+        }
+      }
+      state.mode = "authority";
+      state.source = config.source || "authority-trivium";
+      state.modelScope = getVectorModelScope(config);
+      state.collectionId = collectionId;
+      state.dirty = false;
+      state.lastWarning = "";
+    } catch (error) {
+      if (isAbortError(error)) throw error;
+      const message = error?.message || String(error) || "Authority Trivium 同步失败";
+      markAuthorityVectorStateDirty(
+        graph,
+        config,
+        "authority-trivium-sync-failed",
+        `Authority Trivium 同步失败（${message}），已标记待重建`,
+      );
+      state.lastSyncAt = Date.now();
+      state.lastTimings = {
+        mode: syncMode,
+        success: false,
+        error: message,
+        desiredEntries: Number(desiredBuildDiagnostics.entryCount || desiredEntries.length),
+        desiredBuildMs: roundMs(desiredBuildMs),
+        authorityPurgeMs: roundMs(authorityPurgeMs),
+        authorityDeleteMs: roundMs(authorityDeleteMs),
+        authorityUpsertMs: roundMs(authorityUpsertMs),
+        authorityLinkMs: roundMs(authorityLinkMs),
+        totalMs: roundMs(nowMs() - syncStartedAt),
+        updatedAt: Date.now(),
+      };
+      const result = {
+        insertedHashes,
+        stats: state.lastStats,
+        timings: state.lastTimings,
+        error: message,
+      };
+      if (config.failOpen === false) {
+        throw error;
+      }
+      return result;
+    }
+  } else if (isBackendVectorConfig(config)) {
     const scopeChanged =
       state.mode !== "backend" ||
       state.source !== config.source ||
@@ -810,9 +1037,14 @@ export async function syncGraphVectorIndex(
     backendPurgeMs: roundMs(backendPurgeMs),
     backendDeleteMs: roundMs(backendDeleteMs),
     backendInsertMs: roundMs(backendInsertMs),
+    authorityPurgeMs: roundMs(authorityPurgeMs),
+    authorityDeleteMs: roundMs(authorityDeleteMs),
+    authorityUpsertMs: roundMs(authorityUpsertMs),
+    authorityLinkMs: roundMs(authorityLinkMs),
     embedBatchMs: roundMs(embedBatchMs),
     statsBuildMs: roundMs(statsBuildMs),
     deletedHashes: Math.max(0, Math.floor(deletedHashCount)),
+    deletedNodes: Math.max(0, Math.floor(deletedNodeCount)),
     insertedEntries: insertedHashes.length,
     embeddingsRequested: Math.max(0, Math.floor(embeddingsRequested)),
     totalMs: roundMs(nowMs() - syncStartedAt),
@@ -841,7 +1073,11 @@ export async function findSimilarNodesByText(
     ? candidates
     : getEligibleVectorNodes(graph);
   const searchStartedAt = nowMs();
-  const mode = isDirectVectorConfig(config) ? "direct" : "backend";
+  const mode = isAuthorityVectorConfig(config)
+    ? "authority"
+    : isDirectVectorConfig(config)
+      ? "direct"
+      : "backend";
   const recordSearchTimings = (patch = {}) => {
     const state = graph?.vectorIndexState;
     if (!state || typeof state !== "object" || Array.isArray(state)) return;
@@ -918,6 +1154,60 @@ export async function findSimilarNodesByText(
     return [];
   }
 
+  if (isAuthorityVectorConfig(config)) {
+    const requestStartedAt = nowMs();
+    try {
+      const allowedIds = new Set(candidateNodes.map((node) => node.id));
+      const results = (
+        await searchAuthorityTriviumNodes(graph, text, config, {
+          namespace: graph.vectorIndexState?.collectionId,
+          collectionId: graph.vectorIndexState?.collectionId,
+          chatId: graph?.historyState?.chatId || "",
+          modelScope: getVectorModelScope(config),
+          topK,
+          candidateIds: candidateNodes.map((node) => node.id),
+          signal,
+        })
+      )
+        .filter((entry) => entry.nodeId && allowedIds.has(entry.nodeId))
+        .slice(0, topK);
+      recordSearchTimings({
+        success: true,
+        reason: "ok",
+        requestMs: roundMs(nowMs() - requestStartedAt),
+        resultCount: results.length,
+      });
+      return results;
+    } catch (error) {
+      if (isAbortError(error)) {
+        recordSearchTimings({
+          success: false,
+          reason: "aborted",
+          error: error?.message || String(error),
+        });
+        throw error;
+      }
+      const message = error?.message || String(error) || "Authority Trivium 查询失败";
+      markAuthorityVectorStateDirty(
+        graph,
+        config,
+        "authority-trivium-query-failed",
+        `Authority Trivium 查询失败（${message}），已标记待重建`,
+      );
+      recordSearchTimings({
+        success: false,
+        reason: "authority-trivium-query-failed",
+        requestMs: roundMs(nowMs() - requestStartedAt),
+        error: message,
+        resultCount: 0,
+      });
+      if (config.failOpen === false) {
+        throw error;
+      }
+      return [];
+    }
+  }
+
   try {
     const requestStartedAt = nowMs();
     const response = await fetchWithTimeout(
@@ -1025,6 +1315,17 @@ export async function testVectorConnection(config, chatId = "connection-test") {
     }
   }
 
+  if (isAuthorityVectorConfig(config)) {
+    try {
+      return await testAuthorityTriviumConnection(config, {
+        collectionId: buildVectorCollectionId(chatId),
+        chatId,
+      });
+    } catch (error) {
+      return { success: false, dimensions: 0, error: String(error) };
+    }
+  }
+
   try {
     const response = await fetchWithTimeout(
       "/api/vector/query",
@@ -1223,6 +1524,14 @@ export async function fetchAvailableEmbeddingModels(config) {
   }
 
   try {
+    if (isAuthorityVectorConfig(config)) {
+      return {
+        success: false,
+        models: [],
+        error: "Authority Trivium 使用服务端索引配置，无需拉取 Embedding 模型",
+      };
+    }
+
     if (isDirectVectorConfig(config)) {
       const models = normalizeModelOptions(
         await fetchOpenAICompatibleModelList(config.apiUrl, config.apiKey),