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

[kkiani]

Description:

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

Key Tasks:

• Integrate dspy as the core application layer for handling LLM logics.
• Develop an Azure controller layer to manage communication between the dspy application layer and Azure resources.
• Ensure the controller layer handles provisioning and scaling of Azure resources required for LLM applications, aligned with Damavand’s ARC structure.
• Provide examples and documentation to help developers easily deploy dspy-based LLM applications on Azure.

Acceptance Criteria:

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