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A review of key developments in the synthetic data landscape over the past few years, driven by advances in generative AI and falling costs, and a practitioner's perspective on the opportunities and challenges ahead.

A guide on how to execute ComfyUI workflows as standalone scripts.

Walkthrough on streaming structured objects to create progressively updating interfaces with FastAPI and Next.js.

A survey on the different methodologies used to generate structured output from LLMs, from model fine-tuning, to domain specific language, and schema engineering.

The art and craft of automating citations beyond the mountain of domain specific intricacies and regex. Rehype Citation is a plugin that allows citations and bibliography to be easily inserted from local and remote sources.