Apply Initial Migration

To create the initial database migration, run:

add-migration Initial -OutputDir Infrastructure/Persistence/Migrations -Project Catalog

This command generates migration files under:

Infrastructure/Persistence/Migrations

in the Catalog project.

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Deployment to Azure Container Apps (ACA)

Prerequisites

• Azure subscription (e.g., Free Trial)
• azd CLI installed locally

Authenticate & Verify CLI

azd version      # Confirm CLI version
azd auth login   # Sign in to Azure

Provision & Deploy

azd init   # Initialize the project (select template/env as prompted)
azd up     # Provision Azure resources and deploy the solution

Tear Down Resources

azd down   # Destroy all Azure resources created by 'azd up'

AI Integration with Ollama

• Used Ollama to run AI models locally
• Integrated llama3:2 to provide support chat capabilities.
• Integrated all-minilm to generate vector embeddings for semantic search features.

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Resources

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