[Feature]: Enable Additional Amazon Bedrock Model: amazon.nova-pro

[cindyytong]

Checklist

• I've searched for similar issues and couldn't find anything matching
• I've discussed this feature request in the K8sGPT Slack and got positive feedback

Is this feature request related to a problem?

None

Problem Description

Hello There:

We are POCing the use of K8sGPT with an Amazon Bedrock backend. We have explored the output of the current supported model amazon.titan-text-express which was released back in 2023.

The analyze suggestions with this model have not been helpful. Using the AWS chat playground we have been able to manually test out the amazon.nova-pro-v1 model and have had better success with the answers generated when compared with the amazon.titan-text-express model.

We have a hard requirement to use an Amazon foundation model in our exploration which means currently we are limited to only using k8sgpt with amazon.titan-text-express.

Can we please add amazon.nova-pro-v1 as an additional Bedrock model. From my limited understanding of this code, it looks like it will only require adding the additional model here

Note: I was not able to join the K8SGPT Slack space because I was prompted by Slack that I need a k8sgpt.com email address when clicking on the link. Apologies if this is not the right procedure.

Solution Description

Add here and additional Amazon Bedrock Model of amazon.nova-pro-v1

Benefits

Advantage of adding the additional Nova Model:

Excerpt from this model comparison

Best for: Long-form content and complex document processing
Strengths:
1. Much larger context windows (up to 300K tokens)
2. Specialized for long-form content
3. Advanced text processing capabilities

Enabling more Amazon Bedrock model especially for teams that are using EKS is beneficial because it allows for easier integration of cross AWS region and product context

Potential Drawbacks

No response

Additional Information

Thank you

[cindyytong]

I have raised a PR for this request. TY

[AlexsJones]

Happy to help get this in - do you need assistance?