Collected sources and patterns will appear here. Add from search or the patterns library.
(UserPrompt, List<ToolDefinition>) -> FinalResponse
Coordinate an iterative loop of LLM generation, tool selection, action execution, and observation ingestion.
Problem it solves
Single-shot LLM queries fail at complex multi-step tasks requiring real-world interaction.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.