In this article, continue to explore the power of multi-model databases for Intelligent Apps and their integration with Azure Cosmos DB and Azure Kubernetes Service (AKS).
What We'll Cover:​
- Loading OCR Data into the Multi-Model Database
- Configuring the Intelligent App to Use Cosmos DB
- Testing the app locally and deploying to AKS
Powering Intelligent Apps with a Multi-Model Database Using Cosmos DB and Azure Kubernetes Service (2)  ​
In the first article of this week, we created an Intelligent App that helped us analyze images and extract valuable data. We constructed a Python web API to execute optical character recognition (OCR) on images uploaded to the application using Azure AI Vision and Azure Kubernetes Service (AKS) for hosting the application.
In continuation of the previous article, we’ll continue to explore how Azure Cosmos DB’s support for multi-model databases provides flexibility in data modeling, scalability, and performance optimization—crucial for storing, indexing, and querying data in multiple formats.