Tag: API设计 (2 articles)

Hugging Face redesigned its CLI to automatically optimize output for both humans and AI agents, finding up to 6× token savings on complex tasks compared to raw API calls.

Simon Willison's LLM library undergoes a major refactor, evolving from simple text prompts/responses to a structure supporting multi-turn message sequences and streaming mixed-type responses, adapting to modern LLMs' multimodal and tool-calling capabilities.