Welcome to our cloud-powered adventure! In this blog post, we explore the intersection of technology and career guidance by diving into the world of Azure Container Apps and discovering how Semantic Kernel, Microsoft’s open-source development kit, can revolutionize your approach to career advice. Join us on this transformative journey as we integrate AI-driven solutions into web applications.
- Semantic Kernel Integration: Seamlessly integrates with .NET services to infuse AI capabilities into web applications.
- Career Advice Enhancement: The application suggests career paths, fetches job listings from third-party APIs, and crafts personalized skilling plans.
- Infrastructure Automation: Utilizes Terraform and Azure CLI scripts to build and deploy the entire infrastructure, including containerized applications.
- Role-Based Access Control: Implements Service Principal roles like AcrPull and AcrPush to secure the deployment process.
- Frontend: React-based user interface for seamless user interaction.
- Backend: ASP.NET Core Web API integrated with Semantic Kernel for AI-driven recommendations.
- Infrastructure: Terraform for infrastructure as code and Azure CLI for container management.
- Job Listings API: Integrates external APIs to provide real-time job opportunities.
- Security: Managed Identity and role-based access control ensure secure communication with Azure resources.
This project showcases the power of Semantic Kernel and .NET, demonstrating how AI can enhance web applications by providing personalized career advice. By leveraging Azure’s cloud infrastructure and automation tools, we’ve built a scalable and efficient solution that not only meets but exceeds user expectations.
Explore the Project in Detail: For a comprehensive guide on building this project, visit React Web App with Azure Container Apps and Semantic Kernel.
Important Note This could have been a one shot deployment but we cannot add the custom domain with Terraform ( unless we use Azure DNS) and the Cors Settings. So we have to add these details for our Solution to function properly!
Contributions are welcome! If you have suggestions or improvements, feel free to fork the repository, make your changes, and submit a pull request.
