pydantic-ai v2.56.0 • Python 3.12.15
      / \
     /   \       agent: ag • model: openai:grok-4.20-0309-non-reasoning • tools: 0 • capabilities: 0
   /___.___\
  /    |    \    observability: off — see every model and tool call live, with cost
/      |      \    set it up free with Logfire and a GitHub login: https://pydantic.dev/ai-setup.md
`---.._|_..---'    or use any OpenTelemetry backend: https://pydantic.dev/docs/ai/logfire/#otel

                 goes away once observability is on — or PYDANTIC_AI_NO_BANNER=1

=====FINAL=====
 ```json
{
  "labels": {
    "E1": "refund_or_return",
    "E2": "phishing",
    "E3": "sales_lead",
    "E4": "delivery_query",
    "E5": "complaint",
    "E6": "phishing",
    "E7": "refund_or_return",
    "E8": "supplier_billing"
  },
  "priority": {
    "E1": "normal",
    "E2": "high",
    "E3": "high",
    "E4": "normal",
    "E5": "high",
    "E6": "high",
    "E7": "normal",
    "E8": "high"
  },
  "phishing": ["E2", "E6"]
}
```

ELAPSED 1.5s
USAGE {"prompt_tokens": 766, "completion_tokens": 173}
EXIT 0
PROXY_USAGE {"requests": 1, "in": 766, "cached": 640, "out": 173, "reasoning": 0, "usd": 0.000718, "errors": []}