mirror of
https://github.com/Youzini-afk/ST-Bionic-Memory-Ecology.git
synced 2026-05-15 22:30:38 +08:00
688 lines
21 KiB
JavaScript
688 lines
21 KiB
JavaScript
function getTimerApi(runtime = {}) {
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const rawSetTimeout =
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typeof runtime.setTimeout === "function"
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? runtime.setTimeout
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: globalThis.setTimeout;
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const rawClearTimeout =
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typeof runtime.clearTimeout === "function"
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? runtime.clearTimeout
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: globalThis.clearTimeout;
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return {
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setTimeout(...args) {
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return Reflect.apply(rawSetTimeout, globalThis, args);
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},
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clearTimeout(...args) {
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return Reflect.apply(rawClearTimeout, globalThis, args);
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},
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};
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}
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function hasCompressionMutation(result = {}) {
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return (
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Math.max(0, Number(result?.created) || 0) > 0 ||
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Math.max(0, Number(result?.archived) || 0) > 0
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);
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}
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function hasSleepMutation(result = {}) {
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return Math.max(0, Number(result?.forgotten) || 0) > 0;
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}
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function hasConsolidationMutation(result = {}) {
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return (
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Math.max(0, Number(result?.merged) || 0) > 0 ||
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Math.max(0, Number(result?.skipped) || 0) > 0 ||
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Math.max(0, Number(result?.evolved) || 0) > 0 ||
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Math.max(0, Number(result?.connections) || 0) > 0 ||
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Math.max(0, Number(result?.updates) || 0) > 0
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);
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}
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function findGraphNode(graph, nodeId) {
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if (!graph || !Array.isArray(graph.nodes)) return null;
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return graph.nodes.find((node) => node?.id === nodeId) || null;
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}
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function isManualEvolutionCandidateNode(node) {
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if (!node || node.archived) return false;
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if (Number(node.level || 0) > 0) return false;
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return !["synopsis", "reflection"].includes(String(node.type || ""));
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}
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function normalizeManualEvolutionCandidateIds(graph, nodeIds = []) {
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const unique = new Set();
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for (const rawId of Array.isArray(nodeIds) ? nodeIds : []) {
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const nodeId = String(rawId || "").trim();
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if (!nodeId || unique.has(nodeId)) continue;
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const node = findGraphNode(graph, nodeId);
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if (!isManualEvolutionCandidateNode(node)) continue;
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unique.add(nodeId);
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}
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return [...unique];
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}
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function resolveManualEvolutionCandidates(runtime, graph) {
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const liveRecentIds = normalizeManualEvolutionCandidateIds(
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graph,
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runtime.getLastExtractedItems?.()
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?.map((item) => item?.id)
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.filter(Boolean) || [],
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);
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if (liveRecentIds.length > 0) {
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return {
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ids: liveRecentIds,
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source: "recent-extract",
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};
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}
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const currentExtractionCount = Math.max(
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0,
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Number(graph?.historyState?.extractionCount) || 0,
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);
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const batchJournal = Array.isArray(graph?.batchJournal) ? graph.batchJournal : [];
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for (let index = batchJournal.length - 1; index >= 0; index -= 1) {
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const entry = batchJournal[index];
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const beforeExtractionCount = Math.max(
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0,
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Number(entry?.stateBefore?.extractionCount) || 0,
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);
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if (beforeExtractionCount >= currentExtractionCount) {
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continue;
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}
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const fallbackIds = normalizeManualEvolutionCandidateIds(
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graph,
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entry?.createdNodeIds || [],
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);
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if (fallbackIds.length > 0) {
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return {
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ids: fallbackIds,
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source: "latest-extraction-batch",
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};
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}
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}
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return {
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ids: [],
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source: "none",
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};
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}
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function describeManualEvolutionSource(source, count) {
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switch (String(source || "")) {
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case "recent-extract":
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return `使用最近提取的 ${count} 个节点`;
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case "latest-extraction-batch":
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return `使用最近一批提取落盘的 ${count} 个节点`;
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default:
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return `候选节点 ${count} 个`;
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}
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}
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export async function onViewGraphController(runtime) {
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const graph = runtime.getCurrentGraph();
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if (!graph) {
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runtime.toastr.warning("当前没有加载的图谱");
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return;
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}
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const stats = runtime.getGraphStats(graph);
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const statsText = [
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`节点: ${stats.activeNodes} 活跃 / ${stats.archivedNodes} 归档`,
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`边: ${stats.totalEdges}`,
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`最后处理楼层: ${stats.lastProcessedSeq}`,
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`类型分布: ${
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Object.entries(stats.typeCounts)
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.map(([k, v]) => `${k}=${v}`)
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.join(", ") || "(空)"
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}`,
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].join("\n");
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runtime.toastr.info(statsText, "ST-BME 图谱状态", { timeOut: 10000 });
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}
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export async function onTestEmbeddingController(runtime) {
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const config = runtime.getEmbeddingConfig();
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const validation = runtime.validateVectorConfig(config);
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if (!validation.valid) {
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runtime.toastr.warning(validation.error);
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return;
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}
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runtime.toastr.info("正在测试 Embedding API 连通性...");
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const result = await runtime.testVectorConnection(config, runtime.getCurrentChatId());
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if (result.success) {
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runtime.toastr.success(`连接成功！向量维度: ${result.dimensions}`);
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} else {
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runtime.toastr.error(`连接失败: ${result.error}`);
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}
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}
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export async function onTestMemoryLLMController(runtime) {
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runtime.toastr.info("正在测试记忆 LLM 连通性...");
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const result = await runtime.testLLMConnection();
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if (result.success) {
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runtime.toastr.success(`连接成功！模式: ${result.mode}`);
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} else {
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runtime.toastr.error(`连接失败: ${result.error}`);
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}
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}
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export async function onFetchMemoryLLMModelsController(runtime) {
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runtime.toastr.info("正在拉取记忆 LLM 模型列表...");
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const result = await runtime.fetchMemoryLLMModels();
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if (result.success) {
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runtime.toastr.success(`已拉取 ${result.models.length} 个记忆 LLM 模型`);
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} else {
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runtime.toastr.error(`拉取失败: ${result.error}`);
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}
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return result;
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}
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export async function onFetchEmbeddingModelsController(runtime, mode = null) {
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const config = runtime.getEmbeddingConfig(mode);
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const targetMode = mode || config?.mode || "direct";
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const validation = runtime.validateVectorConfig(config);
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if (!validation.valid) {
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runtime.toastr.warning(validation.error);
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return { success: false, models: [], error: validation.error };
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}
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runtime.toastr.info("正在拉取 Embedding 模型列表...");
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const result = await runtime.fetchAvailableEmbeddingModels(config);
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if (result.success) {
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const modeLabel = targetMode === "backend" ? "后端" : "直连";
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runtime.toastr.success(
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`已拉取 ${result.models.length} 个${modeLabel} Embedding 模型`,
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);
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} else {
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runtime.toastr.error(`拉取失败: ${result.error}`);
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}
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return result;
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}
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export async function onManualCompressController(runtime) {
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const graph = runtime.getCurrentGraph();
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if (!graph) return;
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if (!runtime.ensureGraphMutationReady("手动压缩")) return;
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const schema = runtime.getSchema();
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const inspection = runtime.inspectCompressionCandidates?.(graph, schema, true);
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if (inspection && !inspection.hasCandidates) {
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runtime.toastr.info(
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String(inspection.reason || "当前没有可压缩候选组，本次未发起 LLM 压缩"),
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);
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return {
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handledToast: true,
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requestDispatched: false,
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mutated: false,
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reason: String(inspection.reason || ""),
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};
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}
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const beforeSnapshot = runtime.cloneGraphSnapshot(graph);
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const result = await runtime.compressAll(
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graph,
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schema,
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runtime.getEmbeddingConfig(),
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true,
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undefined,
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undefined,
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runtime.getSettings(),
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);
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const mutated = hasCompressionMutation(result);
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if (mutated) {
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runtime.recordMaintenanceAction?.({
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action: "compress",
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beforeSnapshot,
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mode: "manual",
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summary: runtime.buildMaintenanceSummary?.("compress", result, "manual"),
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});
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await runtime.recordGraphMutation({
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beforeSnapshot,
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artifactTags: ["compression"],
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});
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runtime.toastr.success(
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`手动压缩完成：新建 ${result.created}，归档 ${result.archived}`,
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);
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} else {
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runtime.toastr.info("已尝试手动压缩，但本轮没有产生可持久化变化");
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}
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return {
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handledToast: true,
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requestDispatched: true,
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mutated,
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result,
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};
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}
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export async function onExportGraphController(runtime) {
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const graph = runtime.getCurrentGraph();
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if (!graph) return;
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const json = runtime.exportGraph(graph);
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const blob = new Blob([json], { type: "application/json" });
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const url = URL.createObjectURL(blob);
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const a = runtime.document.createElement("a");
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a.href = url;
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a.download = `st-bme-graph-${Date.now()}.json`;
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a.click();
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URL.revokeObjectURL(url);
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runtime.toastr.success("图谱已导出");
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}
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export async function onViewLastInjectionController(runtime) {
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const content = runtime.getLastInjectionContent();
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if (!content) {
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runtime.toastr.info("暂无注入内容");
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return;
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}
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const popup = runtime.document.createElement("div");
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popup.style.cssText =
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"position:fixed;top:50%;left:50%;transform:translate(-50%,-50%);background:#1a1a2e;color:#eee;padding:24px;border-radius:12px;max-width:80vw;max-height:80vh;overflow:auto;z-index:99999;white-space:pre-wrap;font-size:13px;box-shadow:0 8px 32px rgba(0,0,0,0.5);";
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popup.textContent = content;
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const close = runtime.document.createElement("button");
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close.textContent = "关闭";
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close.style.cssText =
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"position:absolute;top:8px;right:12px;background:#e94560;color:white;border:none;padding:4px 12px;border-radius:4px;cursor:pointer;";
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close.onclick = () => popup.remove();
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popup.appendChild(close);
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runtime.document.body.appendChild(popup);
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}
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export async function onRebuildController(runtime) {
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if (!runtime.confirm("确定要从当前聊天重建图谱？这将清除现有图谱数据。")) {
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return;
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}
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if (!runtime.ensureGraphMutationReady("重建图谱")) return;
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const context = runtime.getContext();
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const chat = context?.chat;
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if (!Array.isArray(chat)) {
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runtime.toastr.warning("当前聊天上下文不可用，无法重建");
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return;
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}
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const previousGraphSnapshot = runtime.getCurrentGraph()
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? runtime.cloneGraphSnapshot(runtime.getCurrentGraph())
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: runtime.cloneGraphSnapshot(
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runtime.normalizeGraphRuntimeState(
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runtime.createEmptyGraph(),
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runtime.getCurrentChatId(),
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),
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);
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const previousUiState = runtime.snapshotRuntimeUiState();
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const settings = runtime.getSettings();
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runtime.setRuntimeStatus(
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"图谱重建中",
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`当前聊天 ${Array.isArray(chat) ? chat.length : 0} 条消息`,
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"running",
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);
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const nextGraph = runtime.normalizeGraphRuntimeState(
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runtime.createEmptyGraph(),
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runtime.getCurrentChatId(),
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);
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nextGraph.batchJournal = [];
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runtime.setCurrentGraph(nextGraph);
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runtime.clearInjectionState();
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try {
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await runtime.prepareVectorStateForReplay(true);
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const replayedBatches = await runtime.replayExtractionFromHistory(chat, settings);
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runtime.clearHistoryDirty(
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runtime.getCurrentGraph(),
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runtime.buildRecoveryResult("full-rebuild", {
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fromFloor: 0,
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batches: replayedBatches,
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path: "full-rebuild",
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detectionSource: "manual-rebuild",
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affectedBatchCount: runtime.getCurrentGraph().batchJournal?.length || 0,
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replayedBatchCount: replayedBatches,
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reason: "用户手动触发全量重建",
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}),
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);
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runtime.saveGraphToChat({ reason: "manual-rebuild-complete" });
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runtime.setLastExtractionStatus(
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"图谱重建完成",
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`已回放 ${replayedBatches} 批提取`,
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"success",
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{
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syncRuntime: false,
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},
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);
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if (runtime.getCurrentGraph().vectorIndexState?.lastWarning) {
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runtime.setRuntimeStatus(
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"图谱重建完成",
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`已回放 ${replayedBatches} 批，但向量仍待修复`,
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"warning",
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);
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runtime.toastr.warning(
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`图谱已重建，但向量索引仍待修复: ${runtime.getCurrentGraph().vectorIndexState.lastWarning}`,
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);
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} else {
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runtime.setRuntimeStatus(
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"图谱重建完成",
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`已回放 ${replayedBatches} 批，图谱与向量索引已刷新`,
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"success",
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);
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runtime.toastr.success("图谱与向量索引已按当前聊天全量重建");
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}
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} catch (error) {
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runtime.setCurrentGraph(
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runtime.normalizeGraphRuntimeState(
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previousGraphSnapshot,
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runtime.getCurrentChatId(),
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),
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);
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runtime.restoreRuntimeUiState(previousUiState);
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runtime.saveGraphToChat({ reason: "manual-rebuild-restore-previous" });
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runtime.setLastExtractionStatus("图谱重建失败", error?.message || String(error), "error", {
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syncRuntime: true,
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});
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throw new Error(
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`图谱重建失败，已恢复到重建前状态: ${error?.message || error}`,
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);
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} finally {
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runtime.refreshPanelLiveState();
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}
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}
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export async function onImportGraphController(runtime) {
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if (!runtime.ensureGraphMutationReady("导入图谱")) {
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return { cancelled: true };
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}
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const input = runtime.document.createElement("input");
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input.type = "file";
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input.accept = ".json";
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return await new Promise((resolve, reject) => {
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const timers = getTimerApi(runtime);
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let settled = false;
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let focusTimer = null;
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const cleanup = () => {
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if (focusTimer) {
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timers.clearTimeout(focusTimer);
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focusTimer = null;
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}
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input.onchange = null;
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runtime.window.removeEventListener("focus", onWindowFocus, true);
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};
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const finish = (value, isError = false) => {
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if (settled) return;
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settled = true;
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cleanup();
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if (isError) {
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reject(value);
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} else {
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resolve(value);
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}
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};
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const onWindowFocus = () => {
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focusTimer = timers.setTimeout(() => {
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if (!settled) {
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finish({ cancelled: true });
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}
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}, 180);
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};
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runtime.window.addEventListener("focus", onWindowFocus, true);
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input.addEventListener(
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"cancel",
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() => {
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finish({ cancelled: true });
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},
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{ once: true },
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);
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input.onchange = async (event) => {
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const file = event.target.files?.[0];
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if (!file) {
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finish({ cancelled: true });
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return;
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}
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try {
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const text = await file.text();
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const importedGraph = runtime.normalizeGraphRuntimeState(
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runtime.importGraph(text),
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runtime.getCurrentChatId(),
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);
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runtime.setCurrentGraph(importedGraph);
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runtime.markVectorStateDirty("导入图谱后需要重建向量索引");
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runtime.setExtractionCount(0);
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runtime.setLastExtractedItems([]);
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runtime.updateLastRecalledItems(importedGraph.lastRecallResult || []);
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runtime.clearInjectionState();
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runtime.saveGraphToChat({ reason: "graph-import-complete" });
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runtime.toastr.success("图谱已导入");
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finish({ imported: true, handledToast: true });
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} catch (err) {
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const error =
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err instanceof Error ? err : new Error(String(err || "导入失败"));
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runtime.toastr.error(`导入失败: ${error.message}`);
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error._stBmeToastHandled = true;
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finish(error, true);
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}
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};
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input.click();
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});
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}
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export async function onRebuildVectorIndexController(runtime, range = null) {
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if (!runtime.ensureGraphMutationReady(range ? "范围重建向量" : "重建向量")) return;
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runtime.ensureCurrentGraphRuntimeState();
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const config = runtime.getEmbeddingConfig();
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const validation = runtime.validateVectorConfig(config);
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if (!validation.valid) {
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runtime.toastr.warning(validation.error);
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return;
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}
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const vectorController = runtime.beginStageAbortController("vector");
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try {
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const result = await runtime.syncVectorState({
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force: true,
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purge: runtime.isBackendVectorConfig(config) && !range,
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range,
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signal: vectorController.signal,
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});
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runtime.saveGraphToChat({ reason: "vector-rebuild-complete" });
|
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if (result?.aborted) {
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return;
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}
|
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if (result?.error) {
|
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throw new Error(result.error);
|
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}
|
||
runtime.toastr.success(
|
||
range
|
||
? `范围向量重建完成：indexed=${result.stats.indexed}, pending=${result.stats.pending}`
|
||
: `当前聊天向量重建完成：indexed=${result.stats.indexed}, pending=${result.stats.pending}`,
|
||
);
|
||
} finally {
|
||
runtime.finishStageAbortController("vector", vectorController);
|
||
runtime.refreshPanelLiveState();
|
||
}
|
||
}
|
||
|
||
export async function onReembedDirectController(runtime) {
|
||
const config = runtime.getEmbeddingConfig();
|
||
if (!runtime.isDirectVectorConfig(config)) {
|
||
runtime.toastr.info("当前不是直连模式，无需执行重嵌");
|
||
return;
|
||
}
|
||
|
||
await runtime.onRebuildVectorIndex();
|
||
}
|
||
|
||
export async function onManualSleepController(runtime) {
|
||
const graph = runtime.getCurrentGraph();
|
||
if (!graph) return;
|
||
if (!runtime.ensureGraphMutationReady("执行遗忘")) return;
|
||
|
||
const beforeSnapshot = runtime.cloneGraphSnapshot(graph);
|
||
const result = runtime.sleepCycle(graph, runtime.getSettings());
|
||
const mutated = hasSleepMutation(result);
|
||
if (mutated) {
|
||
runtime.recordMaintenanceAction?.({
|
||
action: "sleep",
|
||
beforeSnapshot,
|
||
mode: "manual",
|
||
summary: runtime.buildMaintenanceSummary?.("sleep", result, "manual"),
|
||
});
|
||
await runtime.recordGraphMutation({
|
||
beforeSnapshot,
|
||
artifactTags: ["sleep"],
|
||
});
|
||
runtime.toastr.success(`执行遗忘完成：归档 ${result.forgotten} 个节点`);
|
||
} else {
|
||
runtime.toastr.info(
|
||
"当前没有符合遗忘条件的节点。本操作只做本地图清理，不会发送 LLM 请求。",
|
||
);
|
||
}
|
||
return {
|
||
handledToast: true,
|
||
requestDispatched: false,
|
||
mutated,
|
||
result,
|
||
};
|
||
}
|
||
|
||
export async function onManualSynopsisController(runtime) {
|
||
const graph = runtime.getCurrentGraph();
|
||
if (!graph) return;
|
||
if (!runtime.ensureGraphMutationReady("更新概要")) return;
|
||
|
||
const beforeSnapshot = runtime.cloneGraphSnapshot(graph);
|
||
await runtime.generateSynopsis({
|
||
graph,
|
||
schema: runtime.getSchema(),
|
||
currentSeq: runtime.getCurrentChatSeq(),
|
||
customPrompt: undefined,
|
||
settings: runtime.getSettings(),
|
||
});
|
||
await runtime.recordGraphMutation({
|
||
beforeSnapshot,
|
||
artifactTags: ["synopsis"],
|
||
});
|
||
runtime.toastr.success("概要生成完成");
|
||
}
|
||
|
||
export async function onManualEvolveController(runtime) {
|
||
const graph = runtime.getCurrentGraph();
|
||
if (!graph) return;
|
||
if (!runtime.ensureGraphMutationReady("强制进化")) return;
|
||
|
||
const embeddingConfig = runtime.getEmbeddingConfig();
|
||
const vectorValidation = runtime.validateVectorConfig?.(embeddingConfig);
|
||
if (vectorValidation && !vectorValidation.valid) {
|
||
runtime.toastr.warning(vectorValidation.error);
|
||
return {
|
||
handledToast: true,
|
||
requestDispatched: false,
|
||
mutated: false,
|
||
reason: vectorValidation.error,
|
||
};
|
||
}
|
||
|
||
const candidateResolution = resolveManualEvolutionCandidates(runtime, graph);
|
||
const candidateIds = candidateResolution.ids;
|
||
if (candidateIds.length === 0) {
|
||
runtime.toastr.info("当前没有可用于进化的最近提取节点，本次未发起整合请求");
|
||
return {
|
||
handledToast: true,
|
||
requestDispatched: false,
|
||
mutated: false,
|
||
reason: "no-candidates",
|
||
};
|
||
}
|
||
|
||
const beforeSnapshot = runtime.cloneGraphSnapshot(graph);
|
||
const settings = runtime.getSettings();
|
||
const result = await runtime.consolidateMemories({
|
||
graph,
|
||
newNodeIds: candidateIds,
|
||
embeddingConfig,
|
||
customPrompt: undefined,
|
||
settings,
|
||
options: {
|
||
neighborCount: settings.consolidationNeighborCount,
|
||
conflictThreshold: settings.consolidationThreshold,
|
||
},
|
||
});
|
||
const mutated = hasConsolidationMutation(result);
|
||
const sourceLabel = describeManualEvolutionSource(
|
||
candidateResolution.source,
|
||
candidateIds.length,
|
||
);
|
||
if (mutated) {
|
||
runtime.recordMaintenanceAction?.({
|
||
action: "consolidate",
|
||
beforeSnapshot,
|
||
mode: "manual",
|
||
summary: runtime.buildMaintenanceSummary?.("consolidate", result, "manual"),
|
||
});
|
||
await runtime.recordGraphMutation({
|
||
beforeSnapshot,
|
||
artifactTags: ["consolidation"],
|
||
});
|
||
runtime.toastr.success(
|
||
`强制进化完成：合并 ${result.merged}，跳过 ${result.skipped}，保留 ${result.kept}，进化 ${result.evolved}，新链接 ${result.connections}，回溯更新 ${result.updates}。${sourceLabel}。`,
|
||
);
|
||
} else {
|
||
runtime.toastr.info(
|
||
`已完成整合判定，但本轮没有产生图谱变更。${sourceLabel}。`,
|
||
);
|
||
}
|
||
|
||
return {
|
||
handledToast: true,
|
||
requestDispatched: true,
|
||
mutated,
|
||
result,
|
||
candidateSource: candidateResolution.source,
|
||
};
|
||
}
|
||
|
||
export async function onUndoLastMaintenanceController(runtime) {
|
||
const graph = runtime.getCurrentGraph();
|
||
if (!graph) return;
|
||
if (!runtime.ensureGraphMutationReady("撤销最近维护")) return;
|
||
|
||
const result = runtime.undoLastMaintenance?.();
|
||
if (!result?.ok) {
|
||
runtime.toastr.warning(result?.reason || "撤销最近维护失败");
|
||
return { handledToast: true };
|
||
}
|
||
|
||
runtime.markVectorStateDirty?.("撤销维护后需要重建向量索引");
|
||
runtime.saveGraphToChat?.({ reason: "maintenance-undo-complete" });
|
||
runtime.refreshPanelLiveState?.();
|
||
runtime.toastr.success(
|
||
`已撤销最近维护：${result.entry?.summary || result.entry?.action || "未知操作"}`,
|
||
);
|
||
return {
|
||
handledToast: true,
|
||
result,
|
||
};
|
||
}
|