Building LLM applications for production

[Hacker News discussion, LinkedIn discussion, Twitter thread]

A question that I’ve been asked a lot recently is how large language models (LLMs) will change machine learning workflows. After working with several companies who are working with LLM applications and personally going down a rabbit hole building my applications, I realized two things:

1. It’s easy to make something cool with LLMs, but very hard to make something production-ready with them.


2. LLM limitations are exacerbated by a lack …

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