lightflow-llm-classify

# LightFlow LLM Classify Use `lightflow.llm_classify` to choose a label from a JSON label array. The builtin implementation is deterministic and offline. ## Workflow - Workflow id: `lightflow.llm_classify` - Runtime ownership: this workflow crate owns its public `execute()` entry and exposes it through the `lightflow-llm-classify-runner` package binary. - Host engine: `package.command.v1`; discovery, help, and plan do not execute package source. - Input values are validated against their declared JSON types without string coercion. - Runtime: `lightflow.llm.classify`. - Input `text`: required text. - Input `labels`: required JSON array of labels. - Outputs `label` and `confidence`. ## Usage ```bash lfw run lightflow.llm_classify -i text='urgent billing issue' -i labels='["billing","support"]' ``` ## API Usage Start `lfw serve`, then call the workflow through the shared HTTP run contract. Adjust `inputs` to match the workflow contract above. ```bash curl -sS -X POST http://127.0.0.1:5174/workflows/lightflow.llm_classify/run \ -H 'content-type: application/json' \ -d '{"inputs":{}}' ```