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feat(client-lex-models-v2): Adds support for LLM as Primary, allowing usage of LLMs as the default NLU system.
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8 files changed

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-98
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8 files changed

+151
-98
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‎clients/client-lex-models-v2/src/commands/CreateBotLocaleCommand.ts‎

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@@ -65,6 +65,7 @@ export interface CreateBotLocaleCommandOutput extends CreateBotLocaleResponse, _
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* },
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* nluImprovement: { // NluImprovementSpecification
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* enabled: true || false, // required
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* assistedNluMode: "Primary" || "Fallback",
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* },
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* },
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* buildtimeSettings: { // BuildtimeSettings
@@ -126,6 +127,7 @@ export interface CreateBotLocaleCommandOutput extends CreateBotLocaleResponse, _
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* // },
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* // nluImprovement: { // NluImprovementSpecification
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* // enabled: true || false, // required
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* // assistedNluMode: "Primary" || "Fallback",
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* // },
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* // },
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* // buildtimeSettings: { // BuildtimeSettings

‎clients/client-lex-models-v2/src/commands/DescribeBotCommand.ts‎

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@@ -5,7 +5,8 @@ import { MetadataBearer as __MetadataBearer } from "@smithy/types";
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import { commonParams } from "../endpoint/EndpointParameters";
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import { LexModelsV2ClientResolvedConfig, ServiceInputTypes, ServiceOutputTypes } from "../LexModelsV2Client";
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import { DescribeBotRequest, DescribeBotResponse } from "../models/models_0";
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import { DescribeBotRequest } from "../models/models_0";
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import { DescribeBotResponse } from "../models/models_1";
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import { DescribeBot } from "../schemas/schemas_0";
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/**

‎clients/client-lex-models-v2/src/commands/DescribeBotLocaleCommand.ts‎

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@@ -88,6 +88,7 @@ export interface DescribeBotLocaleCommandOutput extends DescribeBotLocaleRespons
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* // },
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* // nluImprovement: { // NluImprovementSpecification
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* // enabled: true || false, // required
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* // assistedNluMode: "Primary" || "Fallback",
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* // },
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* // },
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* // buildtimeSettings: { // BuildtimeSettings

‎clients/client-lex-models-v2/src/commands/UpdateBotLocaleCommand.ts‎

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@@ -62,6 +62,7 @@ export interface UpdateBotLocaleCommandOutput extends UpdateBotLocaleResponse, _
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* },
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* nluImprovement: { // NluImprovementSpecification
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* enabled: true || false, // required
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* assistedNluMode: "Primary" || "Fallback",
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* },
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* },
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* buildtimeSettings: { // BuildtimeSettings
@@ -130,6 +131,7 @@ export interface UpdateBotLocaleCommandOutput extends UpdateBotLocaleResponse, _
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* // },
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* // nluImprovement: { // NluImprovementSpecification
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* // enabled: true || false, // required
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* // assistedNluMode: "Primary" || "Fallback",
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* // },
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* // },
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* // buildtimeSettings: { // BuildtimeSettings

‎clients/client-lex-models-v2/src/models/models_0.ts‎

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@@ -2290,6 +2290,20 @@ export const AnalyticsUtteranceSortByName = {
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export type AnalyticsUtteranceSortByName =
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(typeof AnalyticsUtteranceSortByName)[keyof typeof AnalyticsUtteranceSortByName];
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/**
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* @public
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* @enum
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*/
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export const AssistedNluMode = {
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Fallback: "Fallback",
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Primary: "Primary",
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} as const;
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/**
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* @public
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*/
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export type AssistedNluMode = (typeof AssistedNluMode)[keyof typeof AssistedNluMode];
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/**
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* <p>The object containing information that associates the recommended
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* intent/slot type with a conversation.</p>
@@ -5500,15 +5514,21 @@ export interface CreateBotAliasResponse {
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}
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/**
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* <p>Specifies whether the assisted nlu feature is turned on or off.</p>
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* <p>Configures the Assisted Natural Language Understanding (NLU) feature for your bot. This specification determines whether enhanced intent recognition and utterance understanding capabilities are active.</p>
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* @public
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*/
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export interface NluImprovementSpecification {
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/**
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* <p>Specifies whether the assisted nlu feature is enabled.</p>
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* <p>Determines whether the Assisted NLU feature is enabled for the bot. When set to <code>true</code>, Amazon Lex uses advanced models to improve intent recognition and slot resolution, with the default being <code>false</code>.</p>
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* @public
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*/
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enabled: boolean | undefined;
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/**
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* <p>Specifies the mode for Assisted NLU operation. Use <code>Primary</code> to make Assisted NLU the primary intent recognition method, or <code>Fallback</code> to use it only when standard NLU confidence is low.</p>
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* @public
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*/
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assistedNluMode?: AssistedNluMode | undefined;
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}
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/**
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slotResolutionImprovement?: SlotResolutionImprovementSpecification | undefined;
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/**
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* <p>An object containing specifications for the assisted nlu feature.</p>
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* <p>An object containing specifications for the Assisted NLU feature within the bot's runtime settings. These settings determine how the bot processes and interprets user utterances during conversations.</p>
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* @public
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*/
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nluImprovement?: NluImprovementSpecification | undefined;
@@ -8087,93 +8107,3 @@ export interface DescribeBotRequest {
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*/
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botId: string | undefined;
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}
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/**
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* @public
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*/
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export interface DescribeBotResponse {
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/**
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* <p>The unique identifier of the bot.</p>
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* @public
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*/
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botId?: string | undefined;
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/**
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* <p>The name of the bot.</p>
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* @public
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*/
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botName?: string | undefined;
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/**
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* <p>The description of the bot. </p>
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* @public
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*/
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description?: string | undefined;
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/**
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* <p>The Amazon Resource Name (ARN) of an IAM role that has permission to
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* access the bot.</p>
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* @public
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*/
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roleArn?: string | undefined;
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/**
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* <p>Settings for managing data privacy of the bot and its conversations
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* with users.</p>
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* @public
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*/
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dataPrivacy?: DataPrivacy | undefined;
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/**
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* <p>The maximum time in seconds that Amazon Lex retains the data gathered in
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* a conversation.</p>
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* @public
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*/
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idleSessionTTLInSeconds?: number | undefined;
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/**
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* <p>The current status of the bot. When the status is
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* <code>Available</code> the bot is ready to be used in conversations
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* with users.</p>
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* @public
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*/
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botStatus?: BotStatus | undefined;
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/**
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* <p>A timestamp of the date and time that the bot was created.</p>
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* @public
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*/
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creationDateTime?: Date | undefined;
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/**
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* <p>A timestamp of the date and time that the bot was last
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* updated.</p>
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* @public
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*/
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lastUpdatedDateTime?: Date | undefined;
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/**
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* <p>The type of the bot that was described.</p>
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* @public
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*/
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botType?: BotType | undefined;
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/**
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* <p>The list of bots in the network that was described.</p>
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* @public
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*/
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botMembers?: BotMember[] | undefined;
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/**
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* <p>If the <code>botStatus</code> is <code>Failed</code>, this contains
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* a list of reasons that the bot couldn't be built.</p>
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* @public
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*/
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failureReasons?: string[] | undefined;
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/**
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* <p>Contains the configuration for error logging that specifies where and how bot errors are recorded, including destinations like CloudWatch Logs.</p>
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* @public
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*/
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errorLogSettings?: ErrorLogSettings | undefined;
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}

‎clients/client-lex-models-v2/src/models/models_1.ts‎

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@@ -116,6 +116,96 @@ import {
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WaitAndContinueSpecification,
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} from "./models_0";
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/**
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* @public
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*/
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export interface DescribeBotResponse {
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/**
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* <p>The unique identifier of the bot.</p>
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* @public
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*/
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botId?: string | undefined;
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/**
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* <p>The name of the bot.</p>
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* @public
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*/
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botName?: string | undefined;
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/**
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* <p>The description of the bot. </p>
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* @public
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*/
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description?: string | undefined;
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/**
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* <p>The Amazon Resource Name (ARN) of an IAM role that has permission to
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* access the bot.</p>
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* @public
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*/
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roleArn?: string | undefined;
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/**
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* <p>Settings for managing data privacy of the bot and its conversations
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* with users.</p>
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* @public
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*/
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dataPrivacy?: DataPrivacy | undefined;
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/**
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* <p>The maximum time in seconds that Amazon Lex retains the data gathered in
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* a conversation.</p>
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* @public
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*/
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idleSessionTTLInSeconds?: number | undefined;
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/**
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* <p>The current status of the bot. When the status is
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* <code>Available</code> the bot is ready to be used in conversations
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* with users.</p>
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* @public
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*/
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botStatus?: BotStatus | undefined;
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/**
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* <p>A timestamp of the date and time that the bot was created.</p>
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* @public
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*/
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creationDateTime?: Date | undefined;
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/**
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* <p>A timestamp of the date and time that the bot was last
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* updated.</p>
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* @public
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*/
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lastUpdatedDateTime?: Date | undefined;
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/**
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* <p>The type of the bot that was described.</p>
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* @public
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*/
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botType?: BotType | undefined;
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/**
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* <p>The list of bots in the network that was described.</p>
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* @public
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*/
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botMembers?: BotMember[] | undefined;
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/**
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* <p>If the <code>botStatus</code> is <code>Failed</code>, this contains
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* a list of reasons that the bot couldn't be built.</p>
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* @public
199+
*/
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failureReasons?: string[] | undefined;
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/**
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* <p>Contains the configuration for error logging that specifies where and how bot errors are recorded, including destinations like CloudWatch Logs.</p>
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* @public
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*/
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errorLogSettings?: ErrorLogSettings | undefined;
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}
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/**
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* @public
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*/

‎clients/client-lex-models-v2/src/schemas/schemas_0.ts‎

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@@ -701,6 +701,7 @@ const _aLRDT = "aggregationLastRefreshedDateTime";
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const _aLS = "audioLogSettings";
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const _aM = "apiMode";
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const _aMV = "allowMultipleValues";
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const _aNM = "assistedNluMode";
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const _aO = "actualOutput";
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const _aP = "agentPrompt";
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const _aR = "attributeResults";
@@ -3301,7 +3302,7 @@ export var MessageGroup: StaticStructureSchema = [
33013302
];
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export var MultipleValuesSetting: StaticStructureSchema = [3, n0, _MVS, 0, [_aMV], [2]];
33033304
export var NewCustomVocabularyItem: StaticStructureSchema = [3, n0, _NCVI, 0, [_ph, _w, _dA], [0, 1, 0]];
3304-
export var NluImprovementSpecification: StaticStructureSchema = [3, n0, _NIS, 0, [_e], [2]];
3305+
export var NluImprovementSpecification: StaticStructureSchema = [3, n0, _NIS, 0, [_e, _aNM], [2, 0]];
33053306
export var ObfuscationSetting: StaticStructureSchema = [3, n0, _OS, 0, [_oST], [0]];
33063307
export var OpensearchConfiguration: StaticStructureSchema = [
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3,

‎codegen/sdk-codegen/aws-models/lex-models-v2.json‎

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"com.amazonaws.lexmodelsv2#AnswerField": {
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"type": "string"
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},
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"com.amazonaws.lexmodelsv2#AssistedNluMode": {
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"type": "enum",
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"members": {
2088+
"Primary": {
2089+
"target": "smithy.api#Unit",
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"traits": {
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"smithy.api#enumValue": "Primary"
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}
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},
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"Fallback": {
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"target": "smithy.api#Unit",
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"traits": {
2097+
"smithy.api#enumValue": "Fallback"
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}
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}
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},
2101+
"traits": {
2102+
"smithy.api#documentation": "<p>Defines the operational mode for Assisted Natural Language Understanding. This enum determines how the enhanced NLU capabilities integrate with standard intent recognition.</p>"
2103+
}
2104+
},
20852105
"com.amazonaws.lexmodelsv2#AssociatedTranscript": {
20862106
"type": "structure",
20872107
"members": {
@@ -18154,13 +18174,19 @@
1815418174
"target": "com.amazonaws.lexmodelsv2#Enabled",
1815518175
"traits": {
1815618176
"smithy.api#default": false,
18157-
"smithy.api#documentation": "<p>Specifies whether the assisted nlu feature is enabled.</p>",
18177+
"smithy.api#documentation": "<p>Determines whether the Assisted NLU feature is enabled for the bot. When set to <code>true</code>, Amazon Lex uses advanced models to improve intent recognition and slot resolution, with the default being <code>false</code>.</p>",
1815818178
"smithy.api#required": {}
1815918179
}
18180+
},
18181+
"assistedNluMode": {
18182+
"target": "com.amazonaws.lexmodelsv2#AssistedNluMode",
18183+
"traits": {
18184+
"smithy.api#documentation": "<p>Specifies the mode for Assisted NLU operation. Use <code>Primary</code> to make Assisted NLU the primary intent recognition method, or <code>Fallback</code> to use it only when standard NLU confidence is low.</p>"
18185+
}
1816018186
}
1816118187
},
1816218188
"traits": {
18163-
"smithy.api#documentation": "<p>Specifies whether the assisted nlu feature is turned on or off.</p>"
18189+
"smithy.api#documentation": "<p>Configures the Assisted Natural Language Understanding (NLU) feature for your bot. This specification determines whether enhanced intent recognition and utterance understanding capabilities are active.</p>"
1816418190
}
1816518191
},
1816618192
"com.amazonaws.lexmodelsv2#NonEmptyString": {
@@ -19143,7 +19169,7 @@
1914319169
"nluImprovement": {
1914419170
"target": "com.amazonaws.lexmodelsv2#NluImprovementSpecification",
1914519171
"traits": {
19146-
"smithy.api#documentation": "<p>An object containing specifications for the assisted nlu feature.</p>"
19172+
"smithy.api#documentation": "<p>An object containing specifications for the Assisted NLU feature within the bot's runtime settings. These settings determine how the bot processes and interprets user utterances during conversations.</p>"
1914719173
}
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}
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},

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