{
    "action": "tool_call",
    "reasoning": "My previous attempt to parse the Amount column failed because I didn't account for the actual format of the data. I need to see what the Amount and Valuation columns actually look like to understand their format before I can analyze ranges and distributions. Let me inspect a sample of rows to see the actual data format.",
    "tool": "query_sql",
    "purpose": "Sample actual rows to understand the format of Amount, Valuation, Industry, and Date reported columns",
    "sql": "SELECT Company, Amount, Valuation, Industry, \"Date reported\" FROM raw.\"Largest US Venture Funding Deals Of 2023\" LIMIT 10"
}