Software Engineering2 min read
Evaluating LLM applications before they reach users
Without evaluation, every prompt or model change is a guess. How to build an evaluation practice for LLM applications that fits into normal software delivery.
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Generative AI3 min read
RAG in production: an engineering checklist for enterprise knowledge assistants
Retrieval augmented generation is easy to demo and hard to operate. These are the engineering decisions that separate a reliable knowledge assistant from a prototype.
Edge AI and IoT3 min read
Deploying computer vision at the edge: what changes on NVIDIA Jetson
Moving a vision model from a GPU server to an embedded device changes the engineering. Here is what to plan for, from model selection to fleet updates.
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