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Showing posts with the label Spring AI

Spring Boot Integration with Ollama AI

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To integrate Spring Boot with Ollama (an AI platform), you can create a Spring Boot application that uses Spring AI support for Ollama to interact with its AI models. Below is an example of how you might integrate Spring Boot with Ollama in a simple way. 1. Set Up the Spring Boot Application Start by setting up a basic Spring Boot application. If you don't have one already, follow these steps: Go to Spring Initializr . Choose: Project: Maven or Gradle (depending on your preference). I prefer Maven. Language: Java Spring Boot Version: Choose the latest stable version (e.g., 3.x) Dependencies: Spring Web, Ollama   Generate and unzip the project, then open it in your IDE. 2. Complete   pom.xml <? xml version= "1.0" encoding= "UTF-8" ?> < project xmlns = "http://maven.apache.org/POM/4.0.0" xmlns:xsi = "http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation = "http://maven.apache.org/POM/4.0.0 https://maven.apache.org/x...

Integrating ChatGPT with Spring Boot Using Spring AI

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To integrate ChatGPT into a Spring Boot application, you can use the OpenAI API to send requests to ChatGPT and get responses. Below is an example of how you can create a simple Spring Boot service that integrates with OpenAI's API to use ChatGPT. 1: Set up your Spring Boot project Create a new Spring Boot project : You can create a Spring Boot project using Spring Initializr or through your IDE (like Eclipse or IntelliJ). Choose your project metadata (Group, Artifact, Name, etc.) Select dependencies: Spring Web Open AI Complete   pom.xml : <? xml version= "1.0" encoding= "UTF-8" ?> < project xmlns = "http://maven.apache.org/POM/4.0.0" xmlns:xsi = "http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation = "http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd" > < modelVersion > 4.0.0 </ modelVersion > < parent > < groupId > org.springframework.boot...

Integrating Mistral AI with Spring Boot Using Spring AI

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Here’s an example of integrating Mistral AI with a Spring Boot application using Spring AI support for generative AI services. This hypothetical example demonstrates how you can set up a simple service that interacts with Mistral AI models for text generation. Step 1: Setup Spring Boot Project Create a Spring Boot project : Use Spring Initializr to generate a Spring Boot project with the required dependencies: Spring Web Mistral AI Any additional libraries as per your project needs. Complete   pom.xml : <? xml version= "1.0" encoding= "UTF-8" ?> < project xmlns = "http://maven.apache.org/POM/4.0.0" xmlns:xsi = "http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation = "http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd" > < modelVersion > 4.0.0 </ modelVersion > < parent > < groupId > org.springframework.boot </ groupId > < artifactId...

Spring AI PDF Document Reader: Extract Text with Apache PDFBox in Spring Boot

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To use the Spring AI PDF Document Reader , which utilizes Apache PDFBox to extract text from PDF documents in a Spring Boot application, you can follow this comprehensive example. Steps to Implement 1. Setup Spring Boot Application Make sure you have a Spring Boot project with the necessary dependencies. You can generate a Spring Boot project using  Spring Initializr . Dependencies: Spring Web  for creating REST endpoints. PDF Document Reader  Spring AI PDF document reader. It uses Apache PdfBox to extract text from PDF documents and converting them into a list of Spring AI Document objects.. Complete  pom.xml <? xml version= "1.0" encoding= "UTF-8" ?> < project xmlns = "http://maven.apache.org/POM/4.0.0" xmlns:xsi = "http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation = "http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd" > < modelVersion > 4.0.0 </ modelVersion >...