{
    "action": "tool_call",
    "reasoning": "User wants a representative sample of rows. Use a SQL query on raw table; sample randomly across the table, excluding internal ingestion columns to keep it readable.",
    "tool": "query_sql",
    "args": {
        "sql": "SELECT WEBSITE, YEAR, \"PAGE PATH\", \"PAGE URL\", \"PAGE VIEWS\", \"UNIQUE VIEWS\", \"AVERAGE TIME ON PAGE (SECONDS)\", ENTRANCES, \"BOUNCE RATE (%)\", \"EXIT RATE (%)\" FROM raw.Website_Analytics USING SAMPLE 15 ROWS (reservoir, 42)",
        "purpose": "Random sample of 15 rows across the dataset",
        "source": "raw"
    }
}