In this article, you will learn how to develop AI applications using self-hosted LLMs in combination with Retrieval-Augmented Generation (RAG) techniques.

Fettblog is a blog by Stefan Judis, offering articles, tutorials, and insights on web development, JavaScript, and performance optimization. Developers can learn about web development best practices, modern JavaScript features, and web performance optimization techniques to create fast and accessible web experiences.

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This article explores the concept of retrieval-augmented generation (RAG) and the benefits of using self-hosted LLMs. It discusses privacy concerns, the importance of control, preventing knowledge leaks, and cost efficiency. It also provides insights on achieving optimal latency and throughput with LLMs.

What To Expect From RAG and Self-Hosted LLMs

Maxing Out Your RAG With Self-Hosted LLMs