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Continuous Promotion on Kubernetes with GitOps
This article will teach you how to continuously promote application releases between environments on Kubernetes using the GitOps approach. Promotion between environments is one of the most challenging...
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Getting Started with Spring AI and Chat Model
This article will teach you how to use the Spring AI project to build applications based on different chat models. The Spring AI Chat Model is a simple and portable interface that allows us to...
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Getting Started with Spring AI Function Calling
This article will show you how to use Spring AI support for Java function calling with the OpenAI chat model. The Spring AI function calling feature lets us connect the LLM capabilities with external...
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Using RAG and Vector Store with Spring AI
This article will teach you how to create a Spring Boot application that uses RAG (Retrieval Augmented Generation) and vector store with Spring AI. We will continue experiments with stock data, which...
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Spring AI with Multimodality and Images
This article will teach you how to create a Spring Boot application that handles images and text using the Spring AI multimodality feature. Multimodality is the ability to understand and process...
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Using Ollama with Spring AI
This article will teach you how to create a Spring Boot application that implements several AI scenarios using Spring AI and the Ollama tool. Ollama is an open-source tool that aims to run open LLMs...
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Tool Calling with Spring AI
This article will show you how to use Spring AI support with the most popular AI models for the tool calling feature. Tool calling (or function calling), is a common pattern in AI applications that...
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Using Model Context Protocol (MCP) with Spring AI
This article will show how to use Spring AI support for MCP (Model Context Protocol) in Spring Boot server-side and client-side applications. You will learn how to serve tools and prompts on the...
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The Art of Argo CD ApplicationSet Generators with Kubernetes
This article will teach you how to use the Argo CD ApplicationSet generators to manage your Kubernetes cluster using a GitOps approach. An Argo CD ApplicationSet is a Kubernetes resource that allows...
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Spring AI with Azure OpenAI
This article will show you how to use Spring AI features like chat client memory, multimodality, tool calling, or embedding models with the Azure OpenAI service. Azure OpenAI is supported in almost...
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