/workspace/tests/leaderboard/run2_langgraph.py:5: LangGraphDeprecatedSinceV10: create_react_agent has been moved to `langchain.agents`. Please update your import to `from langchain.agents import create_agent`. Deprecated in LangGraph V1.0 to be removed in V2.0.
  ag=create_react_agent(llm, tools=[], prompt=SYSTEM)

=====FINAL=====
 ```json
{
  "weeks": [
    {
      "week_commencing": "2026-09-07",
      "money_in": 6324.35,
      "money_out": 4400.95,
      "net": 1923.40,
      "closing_balance": 6133.95
    },
    {
      "week_commencing": "2026-09-14",
      "money_in": 5330.55,
      "money_out": 4798.60,
      "net": 531.95,
      "closing_balance": 6665.90
    },
    {
      "week_commencing": "2026-09-21",
      "money_in": 7858.23,
      "money_out": 5415.44,
      "net": 2442.79,
      "closing_balance": 9108.69
    },
    {
      "week_commencing": "2026-09-28",
      "money_in": 4670.43,
      "money_out": 2496.50,
      "net": 2173.93,
      "closing_balance": 11282.62
    }
  ],
  "closing_balance": 11282.62,
  "largest_outflow_category": "Payroll",
  "largest_outflow_total": 4800,
  "lowest_closing_week": "2026-09-07"
}
```

ELAPSED 2.9s
USAGE {"prompt_tokens": 764, "completion_tokens": 304}
EXIT 0
PROXY_USAGE {"requests": 1, "in": 764, "cached": 640, "out": 304, "reasoning": 0, "usd": 0.001043, "errors": []}