Private Share

import { DecisionMachine } from "@cloudraker/milliseconds";

// Run on your server; reads MS_API_KEY from the environment.
const dm = new DecisionMachine();

const { result, usage } = await dm.entities(
  "Customer: Hi, I’m Maya Chen. The weekly export stops at 80%.\n\nAgent: I can send a reproduction to our integration vendor. Which account is affected?\n\nCustomer: My email is maya.chen@example.com and my account is NW-2048. You can call +1 202 555 0148.\n\nAgent: Thanks. We can reproduce this when the date filter is set to last month. The workaround is to export one week at a time.",
  {
    "person": "A person’s full name",
    "email": "An email address",
    "phone": "A telephone number",
    "account_id": "A customer account, order, or ticket identifier",
    "address": "A street or postal address"
  }
).withUsage();

console.log(result);
console.log({ inputTokens: usage.inputTokens, modelMs: usage.inferenceMs });

from milliseconds import DecisionMachine

# Reads MS_API_KEY from the environment.
dm = DecisionMachine()

result = dm.entities(
    "Customer: Hi, I’m Maya Chen. The weekly export stops at 80%.\n\nAgent: I can send a reproduction to our integration vendor. Which account is affected?\n\nCustomer: My email is maya.chen@example.com and my account is NW-2048. You can call +1 202 555 0148.\n\nAgent: Thanks. We can reproduce this when the date filter is set to last month. The workaround is to export one week at a time.",
    {
      "person": "A person’s full name",
      "email": "An email address",
      "phone": "A telephone number",
      "account_id": "A customer account, order, or ticket identifier",
      "address": "A street or postal address"
    }
)

print(result)

# Reads MS_API_KEY. JSON on stdin supplies the complete request.
dm1 entities --json --usage <<'DM1_REQUEST'
{
  "text": "Customer: Hi, I’m Maya Chen. The weekly export stops at 80%.\n\nAgent: I can send a reproduction to our integration vendor. Which account is affected?\n\nCustomer: My email is maya.chen@example.com and my account is NW-2048. You can call +1 202 555 0148.\n\nAgent: Thanks. We can reproduce this when the date filter is set to last month. The workaround is to export one week at a time.",
  "types": {
    "person": "A person’s full name",
    "email": "An email address",
    "phone": "A telephone number",
    "account_id": "A customer account, order, or ticket identifier",
    "address": "A street or postal address"
  }
}
DM1_REQUEST