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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.Jan 29, 2025
Tutorial
Building invincible applications with Temporal and MongoDB
Learn how Temporal simplifies building resilient distributed systems. This tutorial demonstrates Temporal's Durable Execution, automatic retries, and human-in-the-loop workflows through a hands-on example of a resilient money transfer application using Java and MongoDB.Jan 27, 2025
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Tutorial
How To Build a Fraud Detection Model in Java Using Deeplearning4J
Learn how to combine neural networks and scalable data management to build a real-world fraud detection system in Java! This tutorial uses Deeplearning4J to train a neural network and MongoDB for efficient transaction data management. Follow along as we preprocess customer transaction data, train a model to spot fraud, and integrate MongoDB for scalability. Perfect for Java developers looking to dive into AI and build production-ready solutions.Jan 27, 2025
Tutorial
Java Faceted Full-Text Search API using MongoDB Atlas Search
This is going to be a fun, practical tutorial demonstrating how to build a Java faceted full-text search API (like the ones powering sites like Amazon)! We’ll use an interesting dataset which showcases how you can effectively pair machine learning/AI-generated data with more traditional search to produce fast, cheap, repeatable, and intuitive search engines.
Jan 17, 2025
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Tutorial
Serverless Development with AWS Lambda and MongoDB Atlas Using Java
Learn how to build and deploy a serverless function to AWS Lambda that communicates with MongoDB using the Java programming language.
Jan 13, 2025
Tutorial
Understanding Embedded Types in MongoDB with Java and Helidon
MongoDB provides a flexible schema design, allowing data modeling patterns that differ significantly from traditional relational databases. With MongoDB, you model data specifically for your use cases rather than using a generic schema that attempts to cover all cases.Jan 09, 2025
Article
Spring Data Unlocked: Performance Optimization Techniques With MongoDB
Discover the journey of mastering MongoDB with Spring Data! In Part 1, we explored the basics, including MongoTemplate vs. MongoRepository. Part 2 took us deeper into advanced queries and Spring's powerful features. Now, in Part 3, we'll focus on optimizing your application with strategies like read preferences and indexingDec 04, 2024
Quickstart
Building Quarkus Application with MongoDB and Panache
In this tutorial, we will learn about building a Quarkus application with Panache and MongoDB. Panache is a Quarkus-specific library that simplifies the development of your Hibernate-based persistence layer.Dec 03, 2024
Article
Java vs Kotlin: Different Syntax, Same Possibilities
In this article, we’ll cover how to use some MongoDB features, and compare and contrast how they look and feel in Kotlin and Java.Nov 25, 2024
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Tutorial
Handle Time Series Data with MongoDB
Learn how MongoDB simplifies time series data management in this hands-on tutorial. Build a ship-tracking application to explore MongoDB's native time series collections, optimized for high write performance, geospatial queries, and horizontal scaling. Perfect for applications in finance, IoT, and logistics, this tutorial demonstrates how to efficiently manage and analyze time series data. Follow along with complete code examples and access the GitHub repository to get started today.Nov 19, 2024