When building a startup, choosing the right tech stack is crucial for fast progression and cost efficiency, favoring simplicity over complexity early on.
Example use case of a RAG app startup utilizing Python (FastAPI) for the backend and JavaScript (React) for the frontend.
Architecture components on Azure include Azure Entra ID, Azure DNS, Application Gateway, Azure Virtual Network, Static Web App, App Service Plan, Azure OpenAI, Neon Serverless PostgreSQL, Azure Blob Storage, Azure Key Vault, and more.
The data flow involves DNS routing, backend processing, AI interactions, and monitoring through Azure tools.
The architecture is designed for scalability, utilizing App Service Plan scaling, Neon for data scaling, OpenAI usage control, Azure Front Door for global reach, and multi-tenant security measures.
Continuous deployment is streamlined using GitHub Actions, enabling feature testing and scaling workflows as the team expands.
Overall, the modern startup stack on Azure with Neon integration facilitates rapid development, cost efficiency, scalability, security, and a focus on product innovation.