Tim Kelly articles - 6 total
Secure Local RAG with Role-Based Access: Spring AI, Ollama & MongoDB
Retrieval-augmented generation (RAG) gives our language models the power to fetch more relevant,...
Understanding BSON for Java Developers: A Beginner’s Guide to MongoDB’s Data Format
When working with MongoDB, it’s easy to think you’re dealing with JSON. After all, the queries,...
Spring AI and MongoDB: How to Build RAG Applications
Co-authored with Josh Long, Spring Developer Advocate on the Spring team and Youtuber at...
Building a Real-Time Market Data Aggregator with Kafka and MongoDB
It starts the same way every time: an RSS feed, a CSV dump, a dashboard wired together with hope and...
Building a Real-Time AI Fraud Detection System with Spring Kafka and MongoDB
In this tutorial, we'll build a real-time fraud detection system using MongoDB Atlas Vector Search,...
How to Make a RAG Application With LangChain4j
Retrieval-augmented generation, or RAG, introduces some serious capabilities to your large language...