chore(data-construct): bump @aws-amplify/ai-constructs to ^1.6.1 (#3420)

#### Description of changes

This PR bumps the `@aws-amplify/ai-constructs` dependency from `^1.5.3`
to `^1.6.1` across three packages:
- `amplify-data-construct`
- `amplify-graphql-api-construct`
- `amplify-graphql-conversation-transformer`

This is a routine dependency update to incorporate the latest features
and fixes from the AI constructs library.

##### CDK / CloudFormation Parameters Changed

N/A - No CDK or CloudFormation parameter changes in this update.

#### Issue #, if available

N/A

#### Description of how you validated changes

- Verified dependency resolution in yarn.lock
- Confirmed license updates in dependency_licenses.txt
- Local build validation with `yarn build`

#### Checklist

- [x] PR description included
- [x] `yarn test` passes
- [Pending] E2E test run linked
- [N/A] Tests are [changed or
added](https://github.com/aws-amplify/amplify-cli/blob/master/CONTRIBUTING.md#tests)
- [ ] Relevant documentation is changed or added (and PR referenced)
- [ ] New AWS SDK calls or CloudFormation actions have been added to
relevant test and service IAM policies
- [ ] Any CDK or CloudFormation parameter changes are called out
explicitly

By submitting this pull request, I confirm that my contribution is made
under the terms of the Apache 2.0 license.

Author: sarayev

codebuild_specs/e2e_workflow.yml

@@ -763,54 +763,54 @@ batch:
       depend-on:
         - publish_to_local_registry
     - identifier: >-
-        references_migration_migration_validation_many_to_many_migration_base_migration_single_gsi_single_record
+        references_migration_migration_validation_many_to_many_migration_base_migration
       buildspec: codebuild_specs/run_cdk_tests.yml
       env:
         compute-type: BUILD_GENERAL1_LARGE
         variables:
           NODE_OPTIONS: '--max-old-space-size=14848'
           MAX_WORKERS: '3'
           TEST_SUITE: >-
-            src/__tests__/migration/references-migration.test.ts|src/__tests__/migration/migration-validation.test.ts|src/__tests__/migration/many-to-many-migration.test.ts|src/__tests__/migration/base-migration.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/single-gsi-single-record.test.ts
+            src/__tests__/migration/references-migration.test.ts|src/__tests__/migration/migration-validation.test.ts|src/__tests__/migration/many-to-many-migration.test.ts|src/__tests__/migration/base-migration.test.ts
           CLI_REGION: ap-southeast-1
       depend-on:
         - publish_to_local_registry
     - identifier: >-
-        single_gsi_empty_table_single_gsi_1k_records_single_gsi_10k_records_replace_2_gsis_update_attr_single_record_replace_2_gsis_upd
+        single_gsi_single_rec_empty_1k_10k_replace_2_gsis_upd_attr_single_rec
       buildspec: codebuild_specs/run_cdk_tests.yml
       env:
         compute-type: BUILD_GENERAL1_LARGE
         variables:
           NODE_OPTIONS: '--max-old-space-size=14848'
           MAX_WORKERS: '3'
           TEST_SUITE: >-
-            src/__tests__/deploy-velocity-temporarily-disabled/single-gsi-empty-table.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/single-gsi-1k-records.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/single-gsi-10k-records.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/replace-2-gsis-update-attr-single-record.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/replace-2-gsis-update-attr-empty-table.test.ts
+            src/__tests__/deploy-velocity-temporarily-disabled/single-gsi-single-record.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/single-gsi-empty-table.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/single-gsi-1k-records.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/single-gsi-10k-records.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/replace-2-gsis-update-attr-single-record.test.ts
           CLI_REGION: ap-southeast-2
       depend-on:
         - publish_to_local_registry
     - identifier: >-
-        replace_2_gsis_update_attr_1k_records_replace_2_gsis_update_attr_10k_records_replace_2_gsis_single_record_replace_2_gsis_empty_
+        replace_2_gsis_upd_attr_empty_1k_10k_replace_2_gsis_single_rec_empty
       buildspec: codebuild_specs/run_cdk_tests.yml
       env:
         compute-type: BUILD_GENERAL1_LARGE
         variables:
           NODE_OPTIONS: '--max-old-space-size=14848'
           MAX_WORKERS: '3'
           TEST_SUITE: >-
-            src/__tests__/deploy-velocity-temporarily-disabled/replace-2-gsis-update-attr-1k-records.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/replace-2-gsis-update-attr-10k-records.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/replace-2-gsis-single-record.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/replace-2-gsis-empty-table.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/replace-2-gsis-1k-records.test.ts
+            src/__tests__/deploy-velocity-temporarily-disabled/replace-2-gsis-update-attr-empty-table.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/replace-2-gsis-update-attr-1k-records.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/replace-2-gsis-update-attr-10k-records.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/replace-2-gsis-single-record.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/replace-2-gsis-empty-table.test.ts
           CLI_REGION: ca-central-1
       depend-on:
         - publish_to_local_registry
     - identifier: >-
-        replace_2_gsis_10k_records_3_gsis_single_record_3_gsis_empty_table_3_gsis_1k_records_3_gsis_10k_records
+        replace_2_gsis_1k_10k_3_gsis_single_rec_empty_1k_10k
       buildspec: codebuild_specs/run_cdk_tests.yml
       env:
         compute-type: BUILD_GENERAL1_LARGE
         variables:
           NODE_OPTIONS: '--max-old-space-size=14848'
           MAX_WORKERS: '3'
           TEST_SUITE: >-
-            src/__tests__/deploy-velocity-temporarily-disabled/replace-2-gsis-10k-records.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/3-gsis-single-record.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/3-gsis-empty-table.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/3-gsis-1k-records.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/3-gsis-10k-records.test.ts
+            src/__tests__/deploy-velocity-temporarily-disabled/replace-2-gsis-1k-records.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/replace-2-gsis-10k-records.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/3-gsis-single-record.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/3-gsis-empty-table.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/3-gsis-1k-records.test.ts|src/__tests__/deploy-velocity-temporarily-disabled/3-gsis-10k-records.test.ts
           CLI_REGION: eu-central-1
       depend-on:
         - publish_to_local_registry