Takehiro Suzuki

## Describe the solution you'd like Currently, there is no significant issue because of Last-Write-Win, but if the bot update is executed again during knowledge synchronization, ECS tasks will be...

## Describe the solution you'd like Adding CI to test super easy deployment. ## Why the solution needed Degradation happens (#437, #337) ## Additional context N/A ## Implementation feasibility Are...

## Describe the solution you'd like 1. tldr - it uses the local timezone where the backend is deployed, in our case is us-east-1 (N. Virginia / Eastern Daylight Time...

### Describe the feature Actually this is not a feature request, but I'd like to ask you why the [lambda handler for CR provider](https://github.com/awslabs/generative-ai-cdk-constructs/blob/main/src/common/helpers/custom-resource-provider-helper.ts#L111-L124) is not a [SingletonFunction](https://docs.aws.amazon.com/cdk/api/v2/docs/aws-cdk-lib.aws_lambda.SingletonFunction.html). ### Use...

### Describe the feature The current implementation library does not support invoking AI models from a different region than the one where the Knowledge Base (KB) and other resources are...

Remove aurora / pgvector / ECS embeddings for V2

2

*Issue #, if available:* Derived from #520 (Guardrail support) *Description of changes:* - Remove followings: - Aurora Serverless - VPC (no longer needed) - Related documents - Add followings: WIP...

[Feature Request] Cross Region Inference

2

## Describe the solution you'd like Some region does not support some models. ## Why the solution needed To enable inference for unsupported regions. ## Additional context ### Implementation guideline...

## Describe the solution you'd like Add [advanced parsing](https://aws.amazon.com/jp/blogs/machine-learning/amazon-bedrock-knowledge-bases-now-supports-advanced-parsing-chunking-and-query-reformulation-giving-greater-control-of-accuracy-in-rag-based-applications/) ## Why the solution needed To extract information from tables, images on PDF documents. ## Implementation feasibility Are you willing to...

## Describe the solution you'd like Add document to deploy on account LakeFormation enabled. ## Why the solution needed #475 ## Additional context Add any other context or screenshots about...