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A practical guide to implementing DeepSeek R1 in Spring Boot applications using Spring AI. Learn how to configure and use this cost-effective AI solution with Spring Boot's powerful framework.
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The start of 2025 brought a groundbreaking development in artificial intelligence with DeepSeek R1, an open-source reasoning model that's reshaping the AI landscape. Using innovative MoE architecture and novel training approaches, it offers unprecedented accessibility and performance.
Spring Basics
Learn how to effectively use Spring's autowiring capabilities in Kotlin applications. This guide covers constructor injection, component scanning, testing strategies, and best practices for clean, maintainable code.
Spring Boot
Master the process of deploying Spring Boot applications to Kubernetes, from creating optimized Docker images to implementing health checks and managing configurations. This practical guide covers everything you need for successful container deployment.
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Master structured responses in Spring AI with Kotlin to get type-safe, predictable outputs from AI models. Learn how to map AI responses to your domain objects and handle them efficiently in your Spring Boot applications.
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Want to add AI capabilities to your Spring Boot application? Learn how to integrate OpenAI's powerful API using Spring AI framework, with complete code examples in Kotlin and production-ready practices for error handling, testing, and security.
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As artificial intelligence continues to evolve, AI agents have become increasingly important in modern software development. For JVM developers working with Kotlin and Java, understanding AI agents is crucial for building intelligent applications. In the futue, we'll be writing more posts on how to integrate AI agents in
Kotlin Basics
Discover how to effectively use Kotlin's sealed classes to create robust and type-safe code. Learn best practices, common use cases, and how to avoid typical pitfalls when working with sealed hierarchies.
Kotlin Basics
Master Kotlin's also function for handling side effects and method chaining. Learn when and how to use it effectively with practical examples, best practices, and common pitfalls to avoid in your Kotlin applications.
Kotlin Basics
Learn how to effectively use Kotlin's run function for computing values, grouping operations, and handling complex initialization logic. Master its unique characteristics and best practices with practical examples.
Kotlin Basics
Discover how to effectively use Kotlin's let function for null safety, transformations, and chaining operations. Learn best practices and common pitfalls with practical, real-world examples for writing cleaner, safer code.
Kotlin Basics
Learn how to use Kotlin's apply function effectively, understand its differences from other scope functions like let, also, and run, and master best practices for writing cleaner, more maintainable code with practical examples.