[Feature]: Implement Integration with Amazon Bedrock

[romulofranca]

Checklist

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

Is this feature request related to a problem?

No

Problem Description

Currently, K8sGPT itself supports integration with Amazon Bedrock, however, the K8sGPT operator does not yet implement this integration. This feature request is to implement support for integrating the K8sGPT operator with Amazon Bedrock. Enabling this integration would facilitate the seamless deployment and management of GPT models within ML workflows orchestrated by Bedrock.

Solution Description

Introduce new configuration options in the K8sGPT operator to specify Amazon Bedrock-specific parameters, such as authentication credentials, and resource mappings and define custom resources or annotations in the K8sGPT operator to represent GPT models and their associated configurations within the context of Amazon Bedrock workflows.

Benefits

• Align the K8sGPT operator with the capabilities of K8sGPT itself, ensuring consistency across the ecosystem.

Potential Drawbacks

No response

Additional Information

https://docs.k8sgpt.ai/reference/providers/backend/

[AlexsJones]

We will do this, I don't see this being a big problem to do