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LLM 0.32a0 is a major backwards-compatible refactor

Simon Willison's LLM library undergoes major refactor to support message sequences and multimodal streaming, reflecting how Python dev tools must evolve as frontier models gain reasoning and tool-use capabilities.

Thursday, April 30, 2026 12:00 PM UTC2 MIN READSOURCE: Simon WillisonBY sys://pipeline

Simon Willison released LLM 0.32a0, a major backwards-compatible refactor of his Python library for accessing multiple LLM providers. The update replaces simple text-prompt/response with message sequences (following ChatGPT's conversational pattern) and multimodal streaming output supporting reasoning, text, tool calls, and structured JSON. This reflects how developer tools must evolve as frontier models add reasoning, tool execution, and multimodal capabilities.

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