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Steps that use a language model to read, write, classify, or decide.

AI / LLM

ai.llm · action Call an AI language model to summarize, extract, generate, classify, or analyze data. Use presets for common tasks or provide a custom system prompt. Settings
SettingRequiredWhat it does
ProviderNoSelect which LLM provider to use. The credential is resolved from the matching App Management connection (per-canvas default or per-node override).
Model TierNoChoose the model tier based on task complexity. Fast is good for simple tasks, Powerful for complex reasoning.
Task PresetNoSelect a preset to use an optimized system prompt for common tasks, or choose Custom to write your own.
System PromptNoCustom instructions for the AI. Only used when Task Preset is set to Custom.
User MessageYesThe main prompt or question for the AI. Reference upstream data using template syntax.
Context DataNoData from upstream nodes to include in the prompt. Will be serialized and appended to the user message.
Produces
  • response — Response
  • tokens_used — Tokens Used
  • model — Model
  • duration_ms — Duration (ms)