AI

Integrating LLMs into Your Stack

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Marcus Johnson
May 28, 20268 min read
Integrating LLMs into Your Stack
AIMay 28, 2026

A practical guide to embedding large language models into production applications for search, chat, and automation.

The LLM Revolution

Large Language Models have transformed how we build intelligent applications. This guide covers practical integration patterns for production systems.

Choosing the Right Model

Compare GPT-4, Claude, Llama, and open-source alternatives based on latency, cost, and capability requirements for your use case.

Production Considerations

From prompt engineering to caching strategies, learn the patterns that make LLM integration reliable and cost-effective at scale.

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Marcus Johnson

Staff Writer at Oxtriix

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