{"type":"thread.started","thread_id":"01a1275d-0c14-79c3-9a6e-323ab76dfffb"}
{"type":"turn.started"}
{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"I’ll query the connected data source and compute the regional averages."}}
{"type":"item.started","item":{"id":"item_1","type":"mcp_tool_call","server":"srv","tool":"execute_query","arguments":{"sql":"SELECT table_name FROM duckdb_tables() WHERE schema_name = 'main' ORDER BY table_name"},"result":null,"error":null,"status":"in_progress"}}
{"type":"item.completed","item":{"id":"item_1","type":"mcp_tool_call","server":"srv","tool":"execute_query","arguments":{"sql":"SELECT table_name FROM duckdb_tables() WHERE schema_name = 'main' ORDER BY table_name"},"result":{"content":[{"type":"text","text":"{\n  \"success\": true,\n  \"columns\": [\n    \"table_name\"\n  ],\n  \"columnTypes\": [\n    \"VARCHAR\"\n  ],\n  \"rows\": [\n    [\n      \"aud_d25e\"\n    ],\n    [\n      \"aut_15a3\"\n    ],\n    [\n      \"boo_0fcc\"\n    ],\n    [\n      \"cus_6004\"\n    ],\n    [\n      \"inv_9240\"\n    ],\n    [\n      \"lin_2f91\"\n    ],\n    [\n      \"ord_c99f\"\n    ],\n    [\n      \"rec_a89b\"\n    ],\n    [\n      \"shi_db28\"\n    ],\n    [\n      \"tbl_1dc8\"\n    ],\n    [\n      \"tbl_8204\"\n    ],\n    [\n      \"tbl_83c5\"\n    ],\n    [\n      \"tbl_8871\"\n    ],\n    [\n      \"tbl_948f\"\n    ],\n    [\n      \"tbl_cbcd\"\n    ]\n  ],\n  \"rowCount\": 15\n}"}],"_meta":{"fastmcp":{"wrap_result":true}},"structured_content":{"result":"{\n  \"success\": true,\n  \"columns\": [\n    \"table_name\"\n  ],\n  \"columnTypes\": [\n    \"VARCHAR\"\n  ],\n  \"rows\": [\n    [\n      \"aud_d25e\"\n    ],\n    [\n      \"aut_15a3\"\n    ],\n    [\n      \"boo_0fcc\"\n    ],\n    [\n      \"cus_6004\"\n    ],\n    [\n      \"inv_9240\"\n    ],\n    [\n      \"lin_2f91\"\n    ],\n    [\n      \"ord_c99f\"\n    ],\n    [\n      \"rec_a89b\"\n    ],\n    [\n      \"shi_db28\"\n    ],\n    [\n      \"tbl_1dc8\"\n    ],\n    [\n      \"tbl_8204\"\n    ],\n    [\n      \"tbl_83c5\"\n    ],\n    [\n      \"tbl_8871\"\n    ],\n    [\n      \"tbl_948f\"\n    ],\n    [\n      \"tbl_cbcd\"\n    ]\n  ],\n  \"rowCount\": 15\n}"}},"error":null,"status":"completed"}}
{"type":"item.started","item":{"id":"item_2","type":"mcp_tool_call","server":"srv","tool":"execute_query","arguments":{"sql":"SELECT table_name, string_agg(column_name, ', ' ORDER BY column_index) AS columns FROM duckdb_columns() WHERE schema_name = 'main' GROUP BY table_name ORDER BY table_name"},"result":null,"error":null,"status":"in_progress"}}
{"type":"item.completed","item":{"id":"item_2","type":"mcp_tool_call","server":"srv","tool":"execute_query","arguments":{"sql":"SELECT table_name, string_agg(column_name, ', ' ORDER BY column_index) AS columns FROM duckdb_columns() WHERE schema_name = 'main' GROUP BY table_name ORDER BY table_name"},"result":{"content":[{"type":"text","text":"{\n  \"success\": true,\n  \"columns\": [\n    \"table_name\",\n    \"columns\"\n  ],\n  \"columnTypes\": [\n    \"VARCHAR\",\n    \"VARCHAR\"\n  ],\n  \"rows\": [\n    [\n      \"aud_d25e\",\n      \"id, actor, action, logged_on\"\n    ],\n    [\n      \"aut_15a3\",\n      \"id, name\"\n    ],\n    [\n      \"boo_0fcc\",\n      \"id, author_id, title\"\n    ],\n    [\n      \"cus_6004\",\n      \"id, name, email, city, region, lifetime_value\"\n    ],\n    [\n      \"duckdb_columns\",\n      \"database_name, database_oid, schema_name, schema_oid, table_name, table_oid, column_name, column_index, comment, internal, column_default, is_nullable, data_type, data_type_id, character_maximum_length, numeric_precision, numeric_precision_radix, numeric_scale\"\n    ],\n    [\n      \"duckdb_constraints\",\n      \"database_name, database_oid, schema_name, schema_oid, table_name, table_oid, constraint_index, constraint_type, constraint_text, expression, constraint_column_indexes, constraint_column_names, constraint_name, referenced_table, referenced_column_names\"\n    ],\n    [\n      \"duckdb_databases\",\n      \"database_name, database_oid, path, comment, tags, internal, type, readonly, encrypted, cipher, options\"\n    ],\n    [\n      \"duckdb_indexes\",\n      \"database_name, database_oid, schema_name, schema_oid, index_name, index_oid, table_name, table_oid, comment, tags, is_unique, is_primary, expressions, sql\"\n    ],\n    [\n      \"duckdb_logs\",\n      \"context_id, scope, connection_id, transaction_id, query_id, thread_id, timestamp, type, log_level, message\"\n    ],\n    [\n      \"duckdb_schemas\",\n      \"oid, database_name, database_oid, schema_name, comment, tags, internal, sql\"\n    ],\n    [\n      \"duckdb_tables\",\n      \"database_name, database_oid, schema_name, schema_oid, table_name, table_oid, comment, tags, internal, temporary, has_primary_key, estimated_size, column_count, index_count, check_constraint_count, sql\"\n    ],\n    [\n      \"duckdb_types\",\n      \"database_name, database_oid, schema_name, schema_oid, type_oid, type_name, type_size, logical_type, type_category, comment, tags, internal, labels\"\n    ],\n    [\n      \"duckdb_views\",\n      \"database_name, database_oid, schema_name, schema_oid, view_name, view_oid, comment, tags, internal, temporary, column_count, sql, is_bound\"\n    ],\n    [\n      \"inv_9240\",\n      \"id, customer_id, status, amount, due_date, dabomib_ref\"\n    ],\n    [\n      \"lin_2f91\",\n      \"id, order_id, sku, qty, unit_price\"\n    ],\n    [\n      \"ord_c99f\",\n      \"id, customer_id, order_date, status, region, amount\"\n    ],\n    [\n      \"pragma_database_list\",\n      \"seq, name, file\"\n    ],\n    [\n      \"rec_a89b\",\n      \"id, code, score\"\n    ],\n    [\n      \"shi_db28\",\n      \"id, order_id, shipped_on\"\n    ],\n    [\n      \"sqlite_master\",\n      \"type, name, tbl_name, rootpage, sql\"\n    ],\n    [\n      \"sqlite_schema\",\n      \"type, name, tbl_name, rootpage, sql\"\n    ],\n    [\n      \"sqlite_temp_master\",\n      \"type, name, tbl_name, rootpage, sql\"\n    ],\n    [\n      \"sqlite_temp_schema\",\n      \"type, name, tbl_name, rootpage, sql\"\n    ],\n    [\n      \"tbl_1dc8\",\n      \"id, label, val\"\n    ],\n    [\n      \"tbl_8204\",\n      \"id, label, val\"\n    ],\n    [\n      \"tbl_83c5\",\n      \"id, label, val\"\n    ],\n    [\n      \"tbl_8871\",\n      \"id, label, val\"\n    ],\n    [\n      \"tbl_948f\",\n      \"id, label, val\"\n    ],\n    [\n      \"tbl_cbcd\",\n      \"id, claim_ref, product, approved\"\n    ]\n  ],\n  \"rowCount\": 29\n}"}],"_meta":{"fastmcp":{"wrap_result":true}},"structured_content":{"result":"{\n  \"success\": true,\n  \"columns\": [\n    \"table_name\",\n    \"columns\"\n  ],\n  \"columnTypes\": [\n    \"VARCHAR\",\n    \"VARCHAR\"\n  ],\n  \"rows\": [\n    [\n      \"aud_d25e\",\n      \"id, actor, action, logged_on\"\n    ],\n    [\n      \"aut_15a3\",\n      \"id, name\"\n    ],\n    [\n      \"boo_0fcc\",\n      \"id, author_id, title\"\n    ],\n    [\n      \"cus_6004\",\n      \"id, name, email, city, region, lifetime_value\"\n    ],\n    [\n      \"duckdb_columns\",\n      \"database_name, database_oid, schema_name, schema_oid, table_name, table_oid, column_name, column_index, comment, internal, column_default, is_nullable, data_type, data_type_id, character_maximum_length, numeric_precision, numeric_precision_radix, numeric_scale\"\n    ],\n    [\n      \"duckdb_constraints\",\n      \"database_name, database_oid, schema_name, schema_oid, table_name, table_oid, constraint_index, constraint_type, constraint_text, expression, constraint_column_indexes, constraint_column_names, constraint_name, referenced_table, referenced_column_names\"\n    ],\n    [\n      \"duckdb_databases\",\n      \"database_name, database_oid, path, comment, tags, internal, type, readonly, encrypted, cipher, options\"\n    ],\n    [\n      \"duckdb_indexes\",\n      \"database_name, database_oid, schema_name, schema_oid, index_name, index_oid, table_name, table_oid, comment, tags, is_unique, is_primary, expressions, sql\"\n    ],\n    [\n      \"duckdb_logs\",\n      \"context_id, scope, connection_id, transaction_id, query_id, thread_id, timestamp, type, log_level, message\"\n    ],\n    [\n      \"duckdb_schemas\",\n      \"oid, database_name, database_oid, schema_name, comment, tags, internal, sql\"\n    ],\n    [\n      \"duckdb_tables\",\n      \"database_name, database_oid, schema_name, schema_oid, table_name, table_oid, comment, tags, internal, temporary, has_primary_key, estimated_size, column_count, index_count, check_constraint_count, sql\"\n    ],\n    [\n      \"duckdb_types\",\n      \"database_name, database_oid, schema_name, schema_oid, type_oid, type_name, type_size, logical_type, type_category, comment, tags, internal, labels\"\n    ],\n    [\n      \"duckdb_views\",\n      \"database_name, database_oid, schema_name, schema_oid, view_name, view_oid, comment, tags, internal, temporary, column_count, sql, is_bound\"\n    ],\n    [\n      \"inv_9240\",\n      \"id, customer_id, status, amount, due_date, dabomib_ref\"\n    ],\n    [\n      \"lin_2f91\",\n      \"id, order_id, sku, qty, unit_price\"\n    ],\n    [\n      \"ord_c99f\",\n      \"id, customer_id, order_date, status, region, amount\"\n    ],\n    [\n      \"pragma_database_list\",\n      \"seq, name, file\"\n    ],\n    [\n      \"rec_a89b\",\n      \"id, code, score\"\n    ],\n    [\n      \"shi_db28\",\n      \"id, order_id, shipped_on\"\n    ],\n    [\n      \"sqlite_master\",\n      \"type, name, tbl_name, rootpage, sql\"\n    ],\n    [\n      \"sqlite_schema\",\n      \"type, name, tbl_name, rootpage, sql\"\n    ],\n    [\n      \"sqlite_temp_master\",\n      \"type, name, tbl_name, rootpage, sql\"\n    ],\n    [\n      \"sqlite_temp_schema\",\n      \"type, name, tbl_name, rootpage, sql\"\n    ],\n    [\n      \"tbl_1dc8\",\n      \"id, label, val\"\n    ],\n    [\n      \"tbl_8204\",\n      \"id, label, val\"\n    ],\n    [\n      \"tbl_83c5\",\n      \"id, label, val\"\n    ],\n    [\n      \"tbl_8871\",\n      \"id, label, val\"\n    ],\n    [\n      \"tbl_948f\",\n      \"id, label, val\"\n    ],\n    [\n      \"tbl_cbcd\",\n      \"id, claim_ref, product, approved\"\n    ]\n  ],\n  \"rowCount\": 29\n}"}},"error":null,"status":"completed"}}
{"type":"item.started","item":{"id":"item_3","type":"mcp_tool_call","server":"srv","tool":"execute_query","arguments":{"sql":"SELECT region, AVG(amount) AS average_order_amount FROM ord_c99f GROUP BY region ORDER BY average_order_amount DESC LIMIT 1"},"result":null,"error":null,"status":"in_progress"}}
{"type":"item.completed","item":{"id":"item_3","type":"mcp_tool_call","server":"srv","tool":"execute_query","arguments":{"sql":"SELECT region, AVG(amount) AS average_order_amount FROM ord_c99f GROUP BY region ORDER BY average_order_amount DESC LIMIT 1"},"result":{"content":[{"type":"text","text":"{\n  \"success\": true,\n  \"columns\": [\n    \"region\",\n    \"average_order_amount\"\n  ],\n  \"columnTypes\": [\n    \"VARCHAR\",\n    \"DOUBLE\"\n  ],\n  \"rows\": [\n    [\n      \"sujaj2\",\n      282.78013888888887\n    ]\n  ],\n  \"rowCount\": 1\n}"}],"_meta":{"fastmcp":{"wrap_result":true}},"structured_content":{"result":"{\n  \"success\": true,\n  \"columns\": [\n    \"region\",\n    \"average_order_amount\"\n  ],\n  \"columnTypes\": [\n    \"VARCHAR\",\n    \"DOUBLE\"\n  ],\n  \"rows\": [\n    [\n      \"sujaj2\",\n      282.78013888888887\n    ]\n  ],\n  \"rowCount\": 1\n}"}},"error":null,"status":"completed"}}
{"type":"item.completed","item":{"id":"item_4","type":"agent_message","text":"ANSWER: sujaj2"}}
{"type":"turn.completed","usage":{"input_tokens":67206,"cached_input_tokens":55040,"cache_write_input_tokens":0,"output_tokens":371,"reasoning_output_tokens":65}}

{"type":"stderr","text":"Reading additional input from stdin...\n"}