11 articles

📰 Dev.to · Tim Kelly

Articles from Dev.to · Tim Kelly · 11 articles · Updated every 3 hours · View all reads

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Build a Spring AI MCP Server With MongoDB
Dev.to · Tim Kelly 5mo ago
Build a Spring AI MCP Server With MongoDB
In this tutorial, we're going to build a Model Context Protocol (MCP) server that connects AI models...
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Build Your First AI Agent With MongoDB and LangChain4j
Dev.to · Tim Kelly 5mo ago
Build Your First AI Agent With MongoDB and LangChain4j
AI agents are everywhere right now. We've all heard the pitch: They reason about problems, use tools...
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Secure Your Spring API With JWT and MongoDB
Dev.to · Tim Kelly 6mo ago
Secure Your Spring API With JWT and MongoDB
APIs don’t need to remember who you are if you bring your proof every time. That’s the idea behind...
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Quantize Your Vectors, Speed Up Your Java AI Applications
Dev.to · Tim Kelly 7mo ago
Quantize Your Vectors, Speed Up Your Java AI Applications
Vector quantization is the process of shrinking full fidelity vectors into fewer bits. It reduces the...
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Turning My Obsidian Vault Into a Searchable Wiki With Spring Boot and MongoDB
Dev.to · Tim Kelly 8mo ago
Turning My Obsidian Vault Into a Searchable Wiki With Spring Boot and MongoDB
Like any note-taker worth their salt, I’ve built up a cumbersome, often neglected pile of half-formed...
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Secure Local RAG with Role-Based Access: Spring AI, Ollama & MongoDB
Dev.to · Tim Kelly 9mo ago
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,...
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Understanding BSON for Java Developers: A Beginner’s Guide to MongoDB’s Data Format
Dev.to · Tim Kelly 10mo ago
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,...
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Spring AI and MongoDB: How to Build RAG Applications
Dev.to · Tim Kelly 10mo ago
Spring AI and MongoDB: How to Build RAG Applications
Co-authored with Josh Long, Spring Developer Advocate on the Spring team and Youtuber at...
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Building a Real-Time Market Data Aggregator with Kafka and MongoDB
Dev.to · Tim Kelly 11mo ago
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...
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Building a Real-Time AI Fraud Detection System with Spring Kafka and MongoDB
Dev.to · Tim Kelly 12mo ago
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,...
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How to Make a RAG Application With LangChain4j
Dev.to · Tim Kelly 1y ago
How to Make a RAG Application With LangChain4j
Retrieval-augmented generation, or RAG, introduces some serious capabilities to your large language...
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