{
    "action": "tool_call",
    "reasoning": "My earlier draft cited figures I never computed, so none of them are backed by evidence. I'll compute the top deals from the raw table first, parsing the VARCHAR amount by stripping commas.",
    "tool": "query_sql",
    "args": {
        "sql": "SELECT \"Sr No\", \"Date dd/mm/yyyy\" AS deal_date, \"Startup Name\", \"City  Location\" AS city, \"InvestmentnType\" AS round_type, \"Amount in USD\" AS raw_amount, TRY_CAST(REPLACE(REPLACE(\"Amount in USD\", ',', ''), ' ', '') AS DOUBLE) AS amount_usd FROM raw.startup_funding WHERE TRY_CAST(REPLACE(REPLACE(\"Amount in USD\", ',', ''), ' ', '') AS DOUBLE) IS NOT NULL ORDER BY amount_usd DESC LIMIT 10",
        "purpose": "Top 10 largest funding deals by parsed Amount in USD",
        "source": "raw"
    }
}