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Terraforming AI Workflows: RAG With MongoDB Atlas and Spring AI
Learn how to automate infrastructure management with HashiCorp Terraform and MongoDB Atlas. This tutorial covers setting up clusters, vector search, and building a Spring Boot RAG app with OpenAI embeddings for intelligent data retrieval and scalable cloud integration.
Nov 18, 2024 | 11 min read
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Tutorial
Terraforming AI Workflows: RAG With MongoDB Atlas and Spring AI
Learn how to automate infrastructure management with HashiCorp Terraform and MongoDB Atlas. This tutorial covers setting up clusters, vector search, and building a Spring Boot RAG app with OpenAI embeddings for intelligent data retrieval and scalable cloud integration.Nov 18, 2024
Tutorial
Spring Data Unlocked: Getting Started With Java and MongoDB
Are you a Java developer with a passion for MongoDB and Spring? This series is for you. It walks you through integrating MongoDB with Spring Data, starting from the basics and moving towards more advanced concepts. You’ll learn the differences between MongoRepository and MongoTemplate, understand when to use each, and how to create complex queries with improved performance using indexes. By the end, you’ll be equipped to make the most of Spring Data’s features.Nov 11, 2024
Tutorial
Spring Data Unlocked: Advanced Queries With MongoDB
In the second part of the Spring Data Unlocked series, we continue building on the concepts introduced in Getting Started With Java and MongoDB. In this section, we focus on creating advanced queries and exploring how Spring Data works seamlessly with MongoDB.Nov 08, 2024
Tutorial
Seamless Media Storage: Integrating Azure Blob Storage and MongoDB With Spring Boot
Learn how to build a Spring Boot application to upload your media files into Azure Blob Storage, while storing associated metadata in MongoDB.
Nov 05, 2024
Tutorial
Building a Semantic Search Service With Spring AI and MongoDB Atlas
Learn how to get started with Spring AI and the MongoDB vector store integration. Use vector search to semantically search your data, all in the Spring ecosystem.Oct 24, 2024
Tutorial
Java Meets Queryable Encryption: Developing a Secure Bank Account Application
Learn how to seamlessly integrate Java with MongoDB Queryable Encryption in a fully automated way. This process allows you to leverage the advanced encryption features of MongoDB, ensuring that your data remains protected even during complex queries, without the need for manual encryption or decryption steps
Oct 08, 2024
Tutorial
Discover Your Ideal Airbnb: Implementing a Spring Boot & Atlas Search With Kotlin Sync Driver
Explore how to create a Kotlin Spring Boot application that leverages MongoDB Atlas Search for full-text search capabilities. This tutorial guides you through setting up Atlas, creating a search index, and building an app to efficiently find Airbnb listings based on custom search criteria._Spot.png&w=3840&q=75)
Oct 02, 2024
Tutorial
Retrieval-Augmented Generation With MongoDB and Spring AI: Bringing AI to Your Java Applications
Learn to create a Java Spring retrieval augmented generation application, with MongoDB.
Sep 23, 2024
Article
How to Optimize Java Performance With Virtual Threads, Reactive Programming, and MongoDB
Join us as we delve into the dynamic world of Java concurrency with Virtual Threads and Reactive Programming, complemented by MongoDB's seamless integration. Elevate your app's performance with practical tips and real-world examples in this comprehensive guide.Aug 29, 2024
