Introduction Spring Batch is a powerful framework designed to process large volumes of data in batch operations. In this blog post, we’ll explore what Spring Batch is, how to use it, its benefits, real-life use cases, and when it’s appropriate to use. We’ll also walk through a hands-on project to give you practical experience. What […]

In today’s fast-paced world, businesses need to process and understand data in real-time. Whether it’s tracking website activity, detecting fraud, or processing data from IoT devices, getting insights quickly is key. This is where Apache Flink comes in. It helps companies process big amounts of data as it happens. In this blog, we’ll look at […]

Challenge In today’s healthcare landscape, interoperability and efficient data management are crucial for delivering quality care and driving innovation. Healthcare organizations struggle with accessing, integrating, and utilizing diverse medical data sources effectively. The challenge lies in creating a robust system that can seamlessly collect and process FHIR (Fast Healthcare Interoperability Resources) data while ensuring reliability […]

In the realm of real-time data streaming and processing, Apache Kafka has emerged as a powerful tool. When combined with Avro, a compact binary format for serializing data, Kafka becomes even more efficient for handling complex data structures, like files. In this guide, we’ll explore how to use Kafka and Avro to seamlessly produce and […]

In the evolving landscape of technology, integrating advanced AI tools like OpenAI’s ChatGPT into your applications can significantly enhance user experience. This blog walks you through a simple example of integrating ChatGPT with a Spring Boot application. We'll cover setting up the OpenAI API key, creating a new Spring Boot project, and implementing interaction with OpenAI using Spring AI's Chatclient. Additionally, we'll explore using PromptTemplate and OutputParser, and delve into Spring AI RAG utilizing Embedding Models and Vector Databases with PGVector. Enhance your application's interactivity and engagement with this comprehensive guide.