Structured decisions

Projects JSON Schema or Pydantic object properties into typed Laya questions and schema-shaped results.

Parent repository GitHub

Type: workflow
Repository: NandhaKishorM/laya
Readiness: Usable for evaluation and carefully validated deployments, but shipped calibration, multilingual task quality, option-order sensitivity, and workload-specific accuracy require local testing before automated actions.
Keywords: 5

Location

Repository path

docs/structured.md

Invocation

agent.decide(state, schema=...); agent.decide_batch(states, schema=...)

Setup

Installation / activation

Python API call

Keywords

decidedecide_batchJSON SchemaPydanticstructured

Repository context

NandhaKishorM/laya

Apache-2.0 multilingual decision-model toolkit that provides Python and TypeScript SDKs, local CLI and HTTP serving, ONNX runtimes, framework integrations, evaluation harnesses, and an optional MCP server for fast typed choice, ordinal-score, and yes/no decisions; no native Claude Code plugin, hook, skill, or Claude-specific installation path is evidenced.

machine learningnatural language processingclassificationdecision routingmultilingual inferenceguardrailscontent moderationsupport automationmodel routingevaluation

Open full repository research