feat: add memory selection metrics to HypaV3
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@@ -41,7 +41,13 @@ export interface HypaV3Settings {
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interface HypaV3Data {
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summaries: Summary[];
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lastSelectedSummaries?: number[];
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lastSelectedSummaries?: number[]; // legacy
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metrics?: {
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lastImportantSummaries: number[];
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lastRecentSummaries: number[];
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lastSimilarSummaries: number[];
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lastRandomSummaries: number[];
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};
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}
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export interface SerializableHypaV3Data {
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@@ -50,7 +56,13 @@ export interface SerializableHypaV3Data {
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chatMemos: string[];
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isImportant: boolean;
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}[];
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lastSelectedSummaries?: number[];
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lastSelectedSummaries?: number[]; // legacy
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metrics?: {
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lastImportantSummaries: number[];
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lastRecentSummaries: number[];
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lastSimilarSummaries: number[];
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lastRandomSummaries: number[];
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};
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}
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interface Summary {
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@@ -158,14 +170,11 @@ async function hypaMemoryV3MainExp(
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currentTokens -= db.maxResponse;
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// Load existing hypa data if available
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let data: HypaV3Data = {
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summaries: [],
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lastSelectedSummaries: [],
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};
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if (room.hypaV3Data) {
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data = toHypaV3Data(room.hypaV3Data);
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}
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const data: HypaV3Data = room.hypaV3Data
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? toHypaV3Data(room.hypaV3Data)
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: {
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summaries: [],
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};
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// Clean orphaned summaries
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if (!settings.preserveOrphanedMemory) {
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@@ -464,11 +473,10 @@ async function hypaMemoryV3MainExp(
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const selectedSummaries: Summary[] = [];
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const randomMemoryRatio =
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1 - settings.recentMemoryRatio - settings.similarMemoryRatio;
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const selectedImportantSummaries: Summary[] = [];
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// Select important summaries
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{
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const selectedImportantSummaries: Summary[] = [];
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for (const summary of data.summaries) {
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if (summary.isImportant) {
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const summaryTokens = await tokenizer.tokenizeChat({
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@@ -505,10 +513,9 @@ async function hypaMemoryV3MainExp(
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availableMemoryTokens * settings.recentMemoryRatio
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);
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let consumedRecentMemoryTokens = 0;
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const selectedRecentSummaries: Summary[] = [];
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if (settings.recentMemoryRatio > 0) {
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const selectedRecentSummaries: Summary[] = [];
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// Target only summaries that haven't been selected yet
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const unusedSummaries = data.summaries.filter(
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(e) => !selectedSummaries.includes(e)
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@@ -554,10 +561,9 @@ async function hypaMemoryV3MainExp(
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availableMemoryTokens * settings.similarMemoryRatio
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);
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let consumedSimilarMemoryTokens = 0;
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const selectedSimilarSummaries: Summary[] = [];
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if (settings.similarMemoryRatio > 0) {
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const selectedSimilarSummaries: Summary[] = [];
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// Utilize unused token space from recent selection
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if (randomMemoryRatio <= 0) {
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const unusedRecentTokens =
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@@ -769,10 +775,9 @@ async function hypaMemoryV3MainExp(
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availableMemoryTokens * randomMemoryRatio
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);
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let consumedRandomMemoryTokens = 0;
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const selectedRandomSummaries: Summary[] = [];
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if (randomMemoryRatio > 0) {
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const selectedRandomSummaries: Summary[] = [];
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// Utilize unused token space from recent and similar selection
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const unusedRecentTokens =
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reservedRecentMemoryTokens - consumedRecentMemoryTokens;
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@@ -872,9 +877,20 @@ async function hypaMemoryV3MainExp(
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}
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// Save last selected summaries
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data.lastSelectedSummaries = selectedSummaries.map((selectedSummary) =>
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data.summaries.findIndex((summary) => summary === selectedSummary)
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);
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data.metrics = {
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lastImportantSummaries: selectedImportantSummaries.map((selected) =>
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data.summaries.findIndex((sum) => sum === selected)
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),
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lastRecentSummaries: selectedRecentSummaries.map((selected) =>
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data.summaries.findIndex((sum) => sum === selected)
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),
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lastSimilarSummaries: selectedSimilarSummaries.map((selected) =>
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data.summaries.findIndex((sum) => sum === selected)
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),
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lastRandomSummaries: selectedRandomSummaries.map((selected) =>
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data.summaries.findIndex((sum) => sum === selected)
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),
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};
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const newChats: OpenAIChat[] = [
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{
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@@ -927,14 +943,11 @@ async function hypaMemoryV3Main(
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currentTokens -= db.maxResponse;
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// Load existing hypa data if available
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let data: HypaV3Data = {
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summaries: [],
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lastSelectedSummaries: [],
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};
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if (room.hypaV3Data) {
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data = toHypaV3Data(room.hypaV3Data);
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}
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const data: HypaV3Data = room.hypaV3Data
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? toHypaV3Data(room.hypaV3Data)
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: {
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summaries: [],
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};
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// Clean orphaned summaries
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if (!settings.preserveOrphanedMemory) {
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@@ -1171,11 +1184,10 @@ async function hypaMemoryV3Main(
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const selectedSummaries: Summary[] = [];
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const randomMemoryRatio =
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1 - settings.recentMemoryRatio - settings.similarMemoryRatio;
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const selectedImportantSummaries: Summary[] = [];
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// Select important summaries
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{
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const selectedImportantSummaries: Summary[] = [];
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for (const summary of data.summaries) {
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if (summary.isImportant) {
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const summaryTokens = await tokenizer.tokenizeChat({
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@@ -1212,10 +1224,9 @@ async function hypaMemoryV3Main(
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availableMemoryTokens * settings.recentMemoryRatio
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);
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let consumedRecentMemoryTokens = 0;
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const selectedRecentSummaries: Summary[] = [];
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if (settings.recentMemoryRatio > 0) {
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const selectedRecentSummaries: Summary[] = [];
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// Target only summaries that haven't been selected yet
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const unusedSummaries = data.summaries.filter(
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(e) => !selectedSummaries.includes(e)
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@@ -1261,10 +1272,9 @@ async function hypaMemoryV3Main(
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availableMemoryTokens * settings.similarMemoryRatio
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);
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let consumedSimilarMemoryTokens = 0;
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const selectedSimilarSummaries: Summary[] = [];
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if (settings.similarMemoryRatio > 0) {
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const selectedSimilarSummaries: Summary[] = [];
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// Utilize unused token space from recent selection
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if (randomMemoryRatio <= 0) {
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const unusedRecentTokens =
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@@ -1441,10 +1451,9 @@ async function hypaMemoryV3Main(
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availableMemoryTokens * randomMemoryRatio
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);
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let consumedRandomMemoryTokens = 0;
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const selectedRandomSummaries: Summary[] = [];
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if (randomMemoryRatio > 0) {
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const selectedRandomSummaries: Summary[] = [];
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// Utilize unused token space from recent and similar selection
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const unusedRecentTokens =
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reservedRecentMemoryTokens - consumedRecentMemoryTokens;
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@@ -1546,9 +1555,20 @@ async function hypaMemoryV3Main(
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}
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// Save last selected summaries
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data.lastSelectedSummaries = selectedSummaries.map((selectedSummary) =>
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data.summaries.findIndex((summary) => summary === selectedSummary)
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);
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data.metrics = {
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lastImportantSummaries: selectedImportantSummaries.map((selected) =>
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data.summaries.findIndex((sum) => sum === selected)
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),
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lastRecentSummaries: selectedRecentSummaries.map((selected) =>
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data.summaries.findIndex((sum) => sum === selected)
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),
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lastSimilarSummaries: selectedSimilarSummaries.map((selected) =>
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data.summaries.findIndex((sum) => sum === selected)
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),
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lastRandomSummaries: selectedRandomSummaries.map((selected) =>
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data.summaries.findIndex((sum) => sum === selected)
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),
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};
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const newChats: OpenAIChat[] = [
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{
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@@ -1578,8 +1598,11 @@ async function hypaMemoryV3Main(
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}
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function toHypaV3Data(serialData: SerializableHypaV3Data): HypaV3Data {
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// Remove legacy property
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const { lastSelectedSummaries, ...restData } = serialData;
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return {
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...serialData,
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...restData,
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summaries: serialData.summaries.map((summary) => ({
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...summary,
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// Convert null back to undefined (JSON serialization converts undefined to null)
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