API de Modelo de Decisión

import com.alibaba.dashscope.decision.DecisionModel;
import com.alibaba.dashscope.decision.DecisionModelParam;
import com.alibaba.dashscope.decision.DecisionModelResult;
import com.alibaba.dashscope.decision.DecisionQuestion;
import com.alibaba.dashscope.utils.JsonUtils;
import java.util.Arrays;
import java.util.HashMap;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;

public class DecisionDemo {
  public static void main(String[] args) throws Exception {
    // La clave API se lee de forma predeterminada de la variable de entorno DASHSCOPE_API_KEY.
    // El constructor recibe el ID del espacio de trabajo y la región; el SDK construye
    // https://{WorkspaceId}.{region}.maas.aliyuncs.com/compatible-mode/v1/systemone
    Map<String, Object> state = new HashMap<>();
    state.put("ticket_id", "T-1001");
    state.put("content", "More than 24 hours after payment, the order has not been credited. The user cannot continue using core services and demands immediate handling.");

    Map<String, String> options = new LinkedHashMap<>();
    options.put("billing", "Payment, refund, and billing issues");
    options.put("technical", "Product failure and integration issues");

    List<String> levels = Arrays.asList(
        "Minor issue, no impact on functionality",
        "Some functionality affected, but a workaround exists",
        "Core functionality unavailable, no workaround",
        "Severe business or security impact");

    Map<String, DecisionQuestion> questions = new LinkedHashMap<>();
    questions.put("department", DecisionQuestion.choice("Which team should handle this?", options));
    questions.put("escalate", DecisionQuestion.noul("Should on-call staff be notified immediately?"));
    questions.put("severity", DecisionQuestion.score("How severe is this issue?", levels));

    DecisionModelParam param = DecisionModelParam.builder()
        .model(DecisionModelParam.Models.DECISION_MODEL_PREVIEW)
        .state(state)
        .questions(questions)
        .build();

    DecisionModel decisionModel = new DecisionModel("{WorkspaceId}", "ap-southeast-1");
    DecisionModelResult result = decisionModel.call(param);

    System.out.println(JsonUtils.toJson(result));
  }
}

import os
from typesafe_sdk import TypeSafeClient

client = TypeSafeClient(
    api_key=os.environ["DASHSCOPE_API_KEY"],
    base_url="https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode",
)

result = client.system_one(
    model="decision-model-preview",
    state={"ticket_id": "T-1001", "content": "More than 24 hours after payment, the order has not been credited."},
    questions={
        "department": {"type": "choice", "instructions": "Which team should handle this?",
                       "criteria": {"billing": "Payment, refund, and billing issues", "technical": "Product failure and integration issues"}},
        "escalate": {"type": "noul", "instructions": "Should on-call staff be notified immediately?"},
        "severity": {"type": "score", "instructions": "How severe is this issue?",
                     "criteria": ["Minor issue, no impact on functionality", "Some functionality affected, but a workaround exists",
                                  "Core functionality unavailable, no workaround", "Severe business or security impact"]},
    },
)

print(result.answers["department"])   # choice, confidence, probabilities
print(result.answers["escalate"])     # noul P(yes)
print(result.answers["severity"])     # score, legend, probabilities

curl -sS -X POST https://{WorkspaceId}.ap-southeast-1.maas.aliyuncs.com/compatible-mode/v1/systemone \
  -H "Authorization: Bearer $DASHSCOPE_API_KEY" \
  -H 'Content-Type: application/json' \
  -d '{
    "model": "decision-model-preview",
    "state": {"ticket_id": "T-1001", "content": "More than 24 hours after payment, the order has not been credited. The user cannot continue using core services and demands immediate handling."},
    "questions": {
      "department": {"type": "choice", "instructions": "Which team should handle this?",
                     "criteria": {"billing": "Payment, refund, and billing issues", "technical": "Product failure and integration issues"}},
      "escalate":   {"type": "noul",  "instructions": "Should on-call staff be notified immediately?"},
      "severity":   {"type": "score", "instructions": "How severe is this issue?",
                     "criteria": ["Minor issue, no impact on functionality", "Some functionality affected, but a workaround exists",
                                  "Core functionality unavailable, no workaround", "Severe business or security impact"]}
    }
  }'