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Showing posts with the label Spring Boot AI

Spring Boot with AI

Spring Boot with AI – Bringing Intelligence to Your Backend Spring Boot is a popular framework for building robust Java applications. What if we could add intelligence to those apps? With the rise of AI APIs and Java ML libraries, integrating AI into your backend is easier than ever. 🤖 What Kind of AI Can You Add to Spring Boot? Text Generation – ChatGPT-style prompts via OpenAI Sentiment Analysis – Using Hugging Face APIs Recommendation Systems Image Recognition – With deep learning frameworks Voice & Chatbots – AI-assisted conversational apps 🔌 Example 1: Using OpenAI API in Spring Boot 1. Add dependencies (Maven) <dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-web</artifactId> </dependency> 2. Create a REST controller to call the AI API import org.springframework.web.bind.annotation.*; ...

Using OpenAI API in Spring Boot

Using OpenAI API in Spring Boot – Multi-Step Conversation Want to build a Java backend that can hold a real conversation with OpenAI’s GPT model? Let’s go beyond single-turn prompts and add support for multi-turn chat using Spring Boot and the OpenAI API. We’ll also include a test that covers a 3–4 step conversation! 📦 Step 1: Maven Dependencies <dependencies> <dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-web</artifactId> </dependency> <dependency> <groupId>com.fasterxml.jackson.core</groupId> <artifactId>jackson-databind</artifactId> </dependency> <dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-test</artifactId> <scope>test</scope> </dependency> </dependencies> 🧠 Step 2: ChatController.java pack...