Integrate dspy as the Application Layer with AWS Controller for LLM Integration

[kkiani]

Description:

This issue focuses on integrating the dspy library as the application layer for LLM models, by creating an AWS controller layer to manage resources and interactions between the application and infrastructure. This will streamline the deployment of dspy-based LLM applications using Damavand’s ARC pattern.

Key Tasks:

• Integrate dspy as the core application layer for handling LLM logics.
• Develop an AWS controller layer to manage the communication between the dspy application layer and AWS resources (such as SageMaker, storage, and networking).
• Ensure the controller layer handles resource provisioning and scaling for LLM applications, following Damavand’s ARC structure.
• Provide examples and documentation for developers to easily deploy dspy-based LLM applications on AWS.

Acceptance Criteria:

• dspy is fully integrated as the application layer for LLM models within Damavand.
• A functional AWS controller layer that handles resource provisioning and communication for LLM applications.
• Clear examples and documentation that guide developers in deploying dspy-based LLM applications using the AWS controller layer.