Repository: modelscope/evalscope
Issue: request for 不支持function call协议模型的agent任务评测
Root cause: Unimplemented Feature Gap

## 自查清单

在提交 issue 之前，请确保您已完成以下步骤:
- [ ✅] 我已仔细阅读了[相关使用说明文档](https://evalscope.readthedocs.io/zh-cn/latest/get_started/parameters.html)
- [✅ ] 我已查看了[常见问题解答](https://evalscope.readthedocs.io/zh-cn/latest/get_started/faq.html)
- [ ✅] 我已搜索并查看了现有的 issues，确认这不是一个重复的问题

## 问题描述

比如使用qwen-2.5-coder-3B-instruct模型评测时，结果全为0分。

2025-11-20 18:19:26 - evalscope - INFO: Dump report to: ./outputs/20251120_180444/reports/Qwen2.5-Coder-3B-Instruct/tau_bench.json 

2025-11-20 18:19:26 - evalscope - INFO: Benchmark tau_bench evaluation finished.
2025-11-20 18:19:26 - evalscope - INFO: Overall report table: 
+---------------------------+-----------+-----------------+----------+-------+---------+---------+
| Model                     | Dataset   | Metric          | Subset   |   Num |   Score | Cat.0   |
+===========================+===========+=================+==========+=======+=========+=========+
| Qwen2.5-Coder-3B-Instruct | tau_bench | mean_acc        | airline  |    10 |       0 | default |
+---------------------------+-----------+-----------------+----------+-------+---------+---------+
| Qwen2.5-Coder-3B-Instruct | tau_bench | mean_acc        | retail   |    10 |       0 | default |
+---------------------------+-----------+-----------------+----------+-------+---------+---------+
| Qwen2.5-Coder-3B-Instruct | tau_bench | mean_acc        | OVERALL  |    20 |       0 | -       |
+---------------------------+-----------+-----------------+----------+-------+---------+---------+
| Qwen2.5-Coder-3B-Instruct | tau_bench | mean_acc_pass^1 | airline  |    10 |       0 | default |
+---------------------------+-----------+-----------------+----------+-------+---------+---------+
| Qwen2.5-Coder-3B-Instruct | tau_bench | mean_acc_pass^1 | retail   |    10 |       0 | default |
+---------------------------+-----------+-----------------+----------+-------+---------+---------+ 

但是输出的log是

> {"index": 0, "model": "Qwen2.5-Coder-3B-Instruct", "model_output": {"model": "Qwen2.5-Coder-3B-Instruct", "choices": [{"message": {"id": "f7b7191b", "content": "{\n  \"reward\": 0.0,\n  \"messages\": [\n    {\n      \"role\": \"system\",\n      \"content\": \"# Airline Agent Policy\\n\\nThe current time is 2024-05-15 15:00:00 EST.\\n\\nAs an airline agent, you can help users book, modify, or cancel flight reservations.\\n\\n- Before taking any actions that update the booking database (booking, modifying flights, editing baggage, upgrading cabin class, or updating passenger information), you must list the action details and obtain explicit user confirmation (yes) to proceed.\\n\\n- You should not provide any information, knowledge, or procedures not provided by the user or available tools, or give subjective recommendations or comments.\\n\\n- You should only make one tool call at a time, and if you make a tool call, you should not respond to the user simultaneously. If you respond to the user, you should not make a tool call at the same time.\\n\\n- You should deny user requests that are against this policy.\\n\\n- You should transfer the user to a human agent if and only if the request cannot be handled within the scope of your actions.\\n\\n## Domain Basic\\n\\n- Each user has a profile containing user id, email, addresses, date of birth, payment methods, reservation numbers, and membership tier.\\n\\n- Each reservation has an reservation id, user id, trip type (one way, round trip), flights, passengers, payment methods, created time, baggages, and travel insurance information.\\n\\n- Each flight has a flight number, an origin, destination, scheduled departure and arrival time (local time), and for each date:\\n  - If the status is \\\"available\\\", the flight has not taken off, available seats and prices are listed.\\n  - If the status is \\\"delayed\\\" or \\\"on time\\\", the flight has not taken off, cannot be booked.\\n  - If the status is \\\"flying\\\", the flight has taken off but not landed, cannot be booked.\\n\\n## Book flight\\n\\n- The agent must first obtain the user id, then ask for the trip type, origin, destination.\\n\\n- Passengers: Each reservation can have at most five passengers. The agent needs to collect the first name, last name, and date of birth for each passenger. All passengers must fly the same flights in the same cabin.\\n\\n- Payment: each reservation can use at most one travel certificate, at most one credit card, and at most three gift cards. The remaining amount of a travel certificate is not refundable. All payment methods must already be in user profile for safety reasons.\\n\\n- Checked bag allowance: If the booking user is a regular member, 0 free checked bag for each basic economy passenger, 1 free checked bag for each economy passenger, and 2 free checked bags for each business passenger. If the booking user is a silver member, 1 free checked bag for each basic economy passenger, 2 free checked bag for each economy passenger, and 3 free checked bags for each business passenger. If the booking user is a gold member, 2 free checked bag for each basic economy passenger, 3 free checked bag for each economy passenger, and 3 free checked bags for each business passenger. Each extra baggage is 50 dollars.\\n\\n- Travel insurance: the agent should ask if the user wants to buy the travel insurance, which is 30 dollars per passenger and enables full refund if the user needs to cancel the flight given health or weather reasons.\\n\\n## Modify flight\\n\\n- The agent must first obtain the user id and the reservation id.\\n\\n- Change flights: Basic economy flights cannot be modified. Other reservations can be modified without changing the origin, destination, and trip type. Some flight segments can be kept, but their prices will not be updated based on the current price. The API does not check these for the agent, so the agent must make sure the rules apply before calling the API!\\n\\n- Change cabin: all reservations, including basic economy, can change cabin without changing the flights. Cabin changes require the user to pay for the difference between their current cabin and the new cabin class. Cabin class must be the same across all the flights in the same reservation; changing cabin for just one flight segment is not possible.\\n\\n- Change baggage and insurance: The user can add but not remove checked bags. The user cannot add insurance after initial booking.\\n\\n- Change passengers: The user can modify passengers but cannot modify the number of passengers. This is something that even a human agent cannot assist with.\\n\\n- Payment: If the flights are changed, the user needs to provide one gift card or credit card for payment or refund method. The agent should ask for the payment or refund method instead.\\n\\n## Cancel flight\\n\\n- The agent must first obtain the user id, the reservation id, and the reason for cancellation (change of plan, airline cancelled flight, or other reasons)\\n\\n- All reservations can be cancelled within 24 hours of booking, or if the airline cancelled the flight. Otherwise, basic economy or economy flights can be cancelled only if travel insurance is bought and the condition is met, and business flights can always be cancelled. The rules are strict regardless of the membership status. The API does not check these for the agent, so the agent must make sure the rules apply before calling the API!\\n\\n- The agent can only cancel the whole trip that is not flown. If any of the segments are already used, the agent cannot help and transfer is needed.\\n\\n- The refund will go to original payment methods in 5 to 7 business days.\\n\\n## Refund\\n\\n- If the user is silver/gold member or has travel insurance or flies business, and complains about cancelled flights in a reservation, the agent can offer a certificate as a gesture after confirming the facts, with the amount being $100 times the number of passengers.\\n\\n- If the user is silver/gold member or has travel insurance or flies business, and complains about delayed flights in a reservation and wants to change or cancel the reservation, the agent can offer a certificate as a gesture after confirming the facts and changing or cancelling the reservation, with the amount being $50 times the number of passengers.\\n\\n- Do not proactively offer these unless the user complains about the situation and explicitly asks for some compensation. Do not compensate if the user is regular member and has no travel insurance and flies (basic) economy.\\n\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"Hi, I'm looking to book a flight from New York to Seattle on May 20th.\"\n    },\n    {\n      \"content\": \"```json\\n{\\n  \\\"name\\\": \\\"get_user_details\\\",\\n  \\\"arguments\\\": {\\n    \\\"user_id\\\": \\\"sara_doe_496\\\"\\n  }\\n}\\n```\",\n      \"role\": \"assistant\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"I'm sorry, but my user ID is mia_li_3668.\"\n    },\n    {\n      \"content\": \"```json\\n{\\n  \\\"name\\\": \\\"get_user_details\\\",\\n  \\\"arguments\\\": {\\n    \\\"user_id\\\": \\\"mia_li_3668\\\"\\n  }\\n}\\n```\",\n      \"role\": \"assistant\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"Sure, I need a one-way flight that departs after 11am EST.\"\n    },\n    {\n      \"content\": \"```json\\n{\\n  \\\"name\\\": \\\"search_direct_flight\\\",\\n  \\\"arguments\\\": {\\n    \\\"origin\\\": \\\"JFK\\\",\\n    \\\"destination\\\": \\\"SEA\\\",\\n    \\\"date\\\": \\\"2024-05-20\\\"\\n  }\\n}\\n```\",\n      \"role\": \"assistant\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"I prefer direct flights, but I'm okay with one stopover if necessary.\"\n    },\n    {\n      \"content\": \"```json\\n{\\n  \\\"name\\\": \\\"search_onestop_flight\\\",\\n  \\\"arguments\\\": {\\n    \\\"origin\\\": \\\"JFK\\\",\\n    \\\"destination\\\": \\\"SEA\\\",\\n    \\\"date\\\": \\\"2024-05-20\\\"\\n  }\\n}\\n```\",\n      \"role\": \"assistant\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"I would like to book the flight with the lowest price.\"\n    },\n    {\n      \"content\": \"```json\\n{\\n  \\\"name\\\": \\\"get_reservation_details\\\",\\n  \\\"arguments\\\": {\\n    \\\"reservation_id\\\": \\\"8JX2WO\\\"\\n  }\\n}\\n```\",\n      \"role\": \"assistant\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"I don't have a reservation ID.\"\n    },\n    {\n      \"content\": \"```json\\n{\\n  \\\"name\\\": \\\"book_reservation\\\",\\n  \\\"arguments\\\": {\\n    \\\"user_id\\\": \\\"mia_li_3668\\\",\\n    \\\"origin\\\": \\\"JFK\\\",\\n    \\\"destination\\\": \\\"SEA\\\",\\n    \\\"flight_type\\\": \\\"one_way\\\",\\n    \\\"cabin\\\": \\\"economy\\\",\\n    \\\"flights\\\": [\\n      {\\n        \\\"flight_number\\\": \\\"HAT001\\\",\\n        \\\"date\\\": \\\"2024-05-20\\\"\\n      }\\n    ],\\n    \\\"passengers\\\": [\\n      {\\n        \\\"first_name\\\": \\\"Mia\\\",\\n        \\\"last_name\\\": \\\"Li\\\",\\n        \\\"dob\\\": \\\"1990-01-01\\\"\\n      }\\n    ],\\n    \\\"payment_methods\\\": [\\n      {\\n        \\\"payment_id\\\": \\\"credit_card_7815826\\\",\\n        \\\"amount\\\": 1000\\n      }\\n    ],\\n    \\\"total_baggages\\\": 0,\\n    \\\"nonfree_baggages\\\": 0,\\n    \\\"insurance\\\": \\\"no\\\"\\n  }\\n}\\n```\",\n      \"role\": \"assistant\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"I have three baggages, and I don't want insurance.\"\n    },\n    {\n      \"content\": \"```json\\n{\\n  \\\"name\\\": \\\"book_reservation\\\",\\n  \\\"arguments\\\": {\\n    \\\"user_id\\\": \\\"mia_li_3668\\\",\\n    \\\"origin\\\": \\\"JFK\\\",\\n    \\\"destination\\\": \\\"SEA\\\",\\n    \\\"flight_type\\\": \\\"one_way\\\",\\n    \\\"cabin\\\": \\\"economy\\\",\\n    \\\"flights\\\": [\\n      {\\n        \\\"flight_number\\\": \\\"HAT001\\\",\\n        \\\"date\\\": \\\"2024-05-20\\\"\\n      }\\n    ],\\n    \\\"passengers\\\": [\\n      {\\n        \\\"first_name\\\": \\\"Mia\\\",\\n        \\\"last_name\\\": \\\"Li\\\",\\n        \\\"dob\\\": \\\"1990-01-01\\\"\\n      }\\n    ],\\n    \\\"payment_methods\\\": [\\n      {\\n        \\\"payment_id\\\": \\\"credit_card_7815826\\\",\\n        \\\"amount\\\": 1000\\n      }\\n    ],\\n    \\\"total_baggages\\\": 3,\\n    \\\"nonfree_baggages\\\": 0,\\n    \\\"insurance\\\": \\\"no\\\"\\n  }\\n}\\n```\",\n      \"role\": \"assistant\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"I would like to use my two certificates to pay. If only one can be used, I'd prefer using the larger one and pay the rest with my 7447 card.\"\n    },\n    {\n      \"content\": \"```json\\n{\\n  \\\"name\\\": \\\"book_reservation\\\",\\n  \\\"arguments\\\": {\\n    \\\"user_id\\\": \\\"mia_li_3668\\\",\\n    \\\"origin\\\": \\\"JFK\\\",\\n    \\\"destination\\\": \\\"SEA\\\",\\n    \\\"flight_type\\\": \\\"one_way\\\",\\n    \\\"cabin\\\": \\\"economy\\\",\\n    \\\"flights\\\": [\\n      {\\n        \\\"flight_number\\\": \\\"HAT001\\\",\\n        \\\"date\\\": \\\"2024-05-20\\\"\\n      }\\n    ],\\n    \\\"passengers\\\": [\\n      {\\n        \\\"first_name\\\": \\\"Mia\\\",\\n        \\\"last_name\\\": \\\"Li\\\",\\n        \\\"dob\\\": \\\"1990-01-01\\\"\\n      }\\n    ],\\n    \\\"payment_methods\\\": [\\n      {\\n        \\\"payment_id\\\": \\\"certificate_7815826\\\",\\n        \\\"amount\\\": 500\\n      },\\n      {\\n        \\\"payment_id\\\": \\\"gift_card_7815826\\\",\\n        \\\"amount\\\": 500\\n      },\\n      {\\n        \\\"payment_id\\\": \\\"credit_card_7447\\\",\\n        \\\"amount\\\": 500\\n      }\\n    ],\\n    \\\"total_baggages\\\": 3,\\n    \\\"nonfree_baggages\\\": 0,\\n    \\\"insurance\\\": \\\"no\\\"\\n  }\\n}\\n```\",\n      \"role\": \"assistant\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"That looks good. Please proceed with the booking.\"\n    },\n    {\n      \"content\": \"```json\\n{\\n  \\\"name\\\": \\\"book_reservation\\\",\\n  \\\"arguments\\\": {\\n    \\\"user_id\\\": \\\"mia_li_3668\\\",\\n    \\\"origin\\\": \\\"JFK\\\",\\n    \\\"destination\\\": \\\"SEA\\\",\\n    \\\"flight_type\\\": \\\"one_way\\\",\\n    \\\"cabin\\\": \\\"economy\\\",\\n    \\\"flights\\\": [\\n      {\\n        \\\"flight_number\\\": \\\"HAT001\\\",\\n        \\\"date\\\": \\\"2024-05-20\\\"\\n      }\\n    ],\\n    \\\"passengers\\\": [\\n      {\\n        \\\"first_name\\\": \\\"Mia\\\",\\n        \\\"last_name\\\": \\\"Li\\\",\\n        \\\"dob\\\": \\\"1990-01-01\\\"\\n      }\\n    ],\\n    \\\"payment_methods\\\": [\\n      {\\n        \\\"payment_id\\\": \\\"certificate_7815826\\\",\\n        \\\"amount\\\": 500\\n      },\\n      {\\n        \\\"payment_id\\\": \\\"gift_card_7815826\\\",\\n        \\\"amount\\\": 500\\n      },\\n      {\\n        \\\"payment_id\\\": \\\"credit_card_7447\\\",\\n        \\\"amount\\\": 500\\n      }\\n    ],\\n    \\\"total_baggages\\\": 3,\\n    \\\"nonfree_baggages\\\": 0,\\n    \\\"insurance\\\": \\\"no\\\"\\n  }\\n}\\n```\",\n      \"role\": \"assistant\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"###STOP###\"\n    }\n  ],\n  \"info\": {\n    \"task\": {\n      \"user_id\": \"mia_li_3668\",\n      \"actions\": [\n        {\n          \"name\": \"book_reservation\",\n          \"kwargs\": {\n            \"user_id\": \"mia_li_3668\",\n            \"origin\": \"JFK\",\n            \"destination\": \"SEA\",\n            \"flight_type\": \"one_way\",\n            \"cabin\": \"economy\",\n            \"flights\": [\n              {\n                \"flight_number\": \"HAT136\",\n                \"date\": \"2024-05-20\"\n              },\n              {\n                \"flight_number\": \"HAT039\",\n                \"date\": \"2024-05-20\"\n              }\n            ],\n            \"passengers\": [\n              {\n                \"first_name\": \"Mia\",\n                \"last_name\": \"Li\",\n                \"dob\": \"1990-04-05\"\n              }\n            ],\n            \"payment_methods\": [\n              {\n                \"payment_id\": \"certificate_7504069\",\n                \"amount\": 250\n              },\n              {\n                \"payment_id\": \"credit_card_4421486\",\n                \"amount\": 5\n              }\n            ],\n            \"total_baggages\": 3,\n            \"nonfree_baggages\": 0,\n            \"insurance\": \"no\"\n          }\n        }\n      ],\n      \"instruction\": \"Your user id is mia_li_3668. You want to fly from New York to Seattle on May 20 (one way). You do not want to fly before 11am est. You want to fly in economy. You prefer direct flights but one stopover also fine. If there are multiple options, you prefer the one with the lowest price. You have 3 baggages. You do not want insurance. You want to use your two certificates to pay. If only one certificate can be used, you prefer using the larger one, and pay the rest with your 7447 card. You are reactive to the agent and will not say anything that is not asked. Your birthday is in your user profile so you do not prefer to provide it.\",\n      \"outputs\": []\n    },\n    \"source\": \"user\",\n    \"user_cost\": 0,\n    \"reward_info\": {\n      \"reward\": 0.0,\n      \"info\": {\n        \"r_actions\": 0.0,\n        \"gt_data_hash\": \"a825bc534ee4abad2f0f36d5d162989dcbae16dd509bd675feb7e9ffc86a1001\"\n      },\n      \"actions\": [\n        {\n          \"name\": \"book_reservation\",\n          \"kwargs\": {\n            \"user_id\": \"mia_li_3668\",\n            \"origin\": \"JFK\",\n            \"destination\": \"SEA\",\n            \"flight_type\": \"one_way\",\n            \"cabin\": \"economy\",\n            \"flights\": [\n              {\n                \"flight_number\": \"HAT136\",\n                \"date\": \"2024-05-20\"\n              },\n              {\n                \"flight_number\": \"HAT039\",\n                \"date\": \"2024-05-20\"\n              }\n            ],\n            \"passengers\": [\n              {\n                \"first_name\": \"Mia\",\n                \"last_name\": \"Li\",\n                \"dob\": \"1990-04-05\"\n              }\n            ],\n            \"payment_methods\": [\n              {\n                \"payment_id\": \"certificate_7504069\",\n                \"amount\": 250\n              },\n              {\n                \"payment_id\": \"credit_card_4421486\",\n                \"amount\": 5\n              }\n            ],\n            \"total_baggages\": 3,\n            \"nonfree_baggages\": 0,\n            \"insurance\": \"no\"\n          }\n        }\n      ]\n    }\n  },\n  \"total_cost\": 0.0\n}", "source": null, "metadata": null, "internal": null, "role": "assistant", "tool_calls": null, "model": null}, "stop_reason": "stop", "logprobs": null}], "usage": null, "time": null, "metadata": null, "error": null}, "messages": [{"id": "f7b7191b", "content": "{\n  \"reward\": 0.0,\n  \"messages\": [\n    {\n      \"role\": \"system\",\n      \"content\": \"# Airline Agent Policy\\n\\nThe current time is 2024-05-15 15:00:00 EST.\\n\\nAs an airline agent, you can help users book, modify, or cancel flight reservations.\\n\\n- Before taking any actions that update the booking database (booking, modifying flights, editing baggage, upgrading cabin class, or updating passenger information), you must list the action details and obtain explicit user confirmation (yes) to proceed.\\n\\n- You should not provide any information, knowledge, or procedures not provided by the user or available tools, or give subjective recommendations or comments.\\n\\n- You should only make one tool call at a time, and if you make a tool call, you should not respond to the user simultaneously. If you respond to the user, you should not make a tool call at the same time.\\n\\n- You should deny user requests that are against this policy.\\n\\n- You should transfer the user to a human agent if and only if the request cannot be handled within the scope of your actions.\\n\\n## Domain Basic\\n\\n- Each user has a profile containing user id, email, addresses, date of birth, payment methods, reservation numbers, and membership tier.\\n\\n- Each reservation has an reservation id, user id, trip type (one way, round trip), flights, passengers, payment methods, created time, baggages, and travel insurance information.\\n\\n- Each flight has a flight number, an origin, destination, scheduled departure and arrival time (local time), and for each date:\\n  - If the status is \\\"available\\\", the flight has not taken off, available seats and prices are listed.\\n  - If the status is \\\"delayed\\\" or \\\"on time\\\", the flight has not taken off, cannot be booked.\\n  - If the status is \\\"flying\\\", the flight has taken off but not landed, cannot be booked.\\n\\n## Book flight\\n\\n- The agent must first obtain the user id, then ask for the trip type, origin, destination.\\n\\n- Passengers: Each reservation can have at most five passengers. The agent needs to collect the first name, last name, and date of birth for each passenger. All passengers must fly the same flights in the same cabin.\\n\\n- Payment: each reservation can use at most one travel certificate, at most one credit card, and at most three gift cards. The remaining amount of a travel certificate is not refundable. All payment methods must already be in user profile for safety reasons.\\n\\n- Checked bag allowance: If the booking user is a regular member, 0 free checked bag for each basic economy passenger, 1 free checked bag for each economy passenger, and 2 free checked bags for each business passenger. If the booking user is a silver member, 1 free checked bag for each basic economy passenger, 2 free checked bag for each economy passenger, and 3 free checked bags for each business passenger. If the booking user is a gold member, 2 free checked bag for each basic economy passenger, 3 free checked bag for each economy passenger, and 3 free checked bags for each business passenger. Each extra baggage is 50 dollars.\\n\\n- Travel insurance: the agent should ask if the user wants to buy the travel insurance, which is 30 dollars per passenger and enables full refund if the user needs to cancel the flight given health or weather reasons.\\n\\n## Modify flight\\n\\n- The agent must first obtain the user id and the reservation id.\\n\\n- Change flights: Basic economy flights cannot be modified. Other reservations can be modified without changing the origin, destination, and trip type. Some flight segments can be kept, but their prices will not be updated based on the current price. The API does not check these for the agent, so the agent must make sure the rules apply before calling the API!\\n\\n- Change cabin: all reservations, including basic economy, can change cabin without changing the flights. Cabin changes require the user to pay for the difference between their current cabin and the new cabin class. Cabin class must be the same across all the flights in the same reservation; changing cabin for just one flight segment is not possible.\\n\\n- Change baggage and insurance: The user can add but not remove checked bags. The user cannot add insurance after initial booking.\\n\\n- Change passengers: The user can modify passengers but cannot modify the number of passengers. This is something that even a human agent cannot assist with.\\n\\n- Payment: If the flights are changed, the user needs to provide one gift card or credit card for payment or refund method. The agent should ask for the payment or refund method instead.\\n\\n## Cancel flight\\n\\n- The agent must first obtain the user id, the reservation id, and the reason for cancellation (change of plan, airline cancelled flight, or other reasons)\\n\\n- All reservations can be cancelled within 24 hours of booking, or if the airline cancelled the flight. Otherwise, basic economy or economy flights can be cancelled only if travel insurance is bought and the condition is met, and business flights can always be cancelled. The rules are strict regardless of the membership status. The API does not check these for the agent, so the agent must make sure the rules apply before calling the API!\\n\\n- The agent can only cancel the whole trip that is not flown. If any of the segments are already used, the agent cannot help and transfer is needed.\\n\\n- The refund will go to original payment methods in 5 to 7 business days.\\n\\n## Refund\\n\\n- If the user is silver/gold member or has travel insurance or flies business, and complains about cancelled flights in a reservation, the agent can offer a certificate as a gesture after confirming the facts, with the amount being $100 times the number of passengers.\\n\\n- If the user is silver/gold member or has travel insurance or flies business, and complains about delayed flights in a reservation and wants to change or cancel the reservation, the agent can offer a certificate as a gesture after confirming the facts and changing or cancelling the reservation, with the amount being $50 times the number of passengers.\\n\\n- Do not proactively offer these unless the user complains about the situation and explicitly asks for some compensation. Do not compensate if the user is regular member and has no travel insurance and flies (basic) economy.\\n\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"Hi, I'm looking to book a flight from New York to Seattle on May 20th.\"\n    },\n    {\n      \"content\": \"```json\\n{\\n  \\\"name\\\": \\\"get_user_details\\\",\\n  \\\"arguments\\\": {\\n    \\\"user_id\\\": \\\"sara_doe_496\\\"\\n  }\\n}\\n```\",\n      \"role\": \"assistant\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"I'm sorry, but my user ID is mia_li_3668.\"\n    },\n    {\n      \"content\": \"```json\\n{\\n  \\\"name\\\": \\\"get_user_details\\\",\\n  \\\"arguments\\\": {\\n    \\\"user_id\\\": \\\"mia_li_3668\\\"\\n  }\\n}\\n```\",\n      \"role\": \"assistant\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"Sure, I need a one-way flight that departs after 11am EST.\"\n    },\n    {\n      \"content\": \"```json\\n{\\n  \\\"name\\\": \\\"search_direct_flight\\\",\\n  \\\"arguments\\\": {\\n    \\\"origin\\\": \\\"JFK\\\",\\n    \\\"destination\\\": \\\"SEA\\\",\\n    \\\"date\\\": \\\"2024-05-20\\\"\\n  }\\n}\\n```\",\n      \"role\": \"assistant\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"I prefer direct flights, but I'm okay with one stopover if necessary.\"\n    },\n    {\n      \"content\": \"```json\\n{\\n  \\\"name\\\": \\\"search_onestop_flight\\\",\\n  \\\"arguments\\\": {\\n    \\\"origin\\\": \\\"JFK\\\",\\n    \\\"destination\\\": \\\"SEA\\\",\\n    \\\"date\\\": \\\"2024-05-20\\\"\\n  }\\n}\\n```\",\n      \"role\": \"assistant\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"I would like to book the flight with the lowest price.\"\n    },\n    {\n      \"content\": \"```json\\n{\\n  \\\"name\\\": \\\"get_reservation_details\\\",\\n  \\\"arguments\\\": {\\n    \\\"reservation_id\\\": \\\"8JX2WO\\\"\\n  }\\n}\\n```\",\n      \"role\": \"assistant\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"I don't have a reservation ID.\"\n    },\n    {\n      \"content\": \"```json\\n{\\n  \\\"name\\\": \\\"book_reservation\\\",\\n  \\\"arguments\\\": {\\n    \\\"user_id\\\": \\\"mia_li_3668\\\",\\n    \\\"origin\\\": \\\"JFK\\\",\\n    \\\"destination\\\": \\\"SEA\\\",\\n    \\\"flight_type\\\": \\\"one_way\\\",\\n    \\\"cabin\\\": \\\"economy\\\",\\n    \\\"flights\\\": [\\n      {\\n        \\\"flight_number\\\": \\\"HAT001\\\",\\n        \\\"date\\\": \\\"2024-05-20\\\"\\n      }\\n    ],\\n    \\\"passengers\\\": [\\n      {\\n        \\\"first_name\\\": \\\"Mia\\\",\\n        \\\"last_name\\\": \\\"Li\\\",\\n        \\\"dob\\\": \\\"1990-01-01\\\"\\n      }\\n    ],\\n    \\\"payment_methods\\\": [\\n      {\\n        \\\"payment_id\\\": \\\"credit_card_7815826\\\",\\n        \\\"amount\\\": 1000\\n      }\\n    ],\\n    \\\"total_baggages\\\": 0,\\n    \\\"nonfree_baggages\\\": 0,\\n    \\\"insurance\\\": \\\"no\\\"\\n  }\\n}\\n```\",\n      \"role\": \"assistant\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"I have three baggages, and I don't want insurance.\"\n    },\n    {\n      \"content\": \"```json\\n{\\n  \\\"name\\\": \\\"book_reservation\\\",\\n  \\\"arguments\\\": {\\n    \\\"user_id\\\": \\\"mia_li_3668\\\",\\n    \\\"origin\\\": \\\"JFK\\\",\\n    \\\"destination\\\": \\\"SEA\\\",\\n    \\\"flight_type\\\": \\\"one_way\\\",\\n    \\\"cabin\\\": \\\"economy\\\",\\n    \\\"flights\\\": [\\n      {\\n        \\\"flight_number\\\": \\\"HAT001\\\",\\n        \\\"date\\\": \\\"2024-05-20\\\"\\n      }\\n    ],\\n    \\\"passengers\\\": [\\n      {\\n        \\\"first_name\\\": \\\"Mia\\\",\\n        \\\"last_name\\\": \\\"Li\\\",\\n        \\\"dob\\\": \\\"1990-01-01\\\"\\n      }\\n    ],\\n    \\\"payment_methods\\\": [\\n      {\\n        \\\"payment_id\\\": \\\"credit_card_7815826\\\",\\n        \\\"amount\\\": 1000\\n      }\\n    ],\\n    \\\"total_baggages\\\": 3,\\n    \\\"nonfree_baggages\\\": 0,\\n    \\\"insurance\\\": \\\"no\\\"\\n  }\\n}\\n```\",\n      \"role\": \"assistant\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"I would like to use my two certificates to pay. If only one can be used, I'd prefer using the larger one and pay the rest with my 7447 card.\"\n    },\n    {\n      \"content\": \"```json\\n{\\n  \\\"name\\\": \\\"book_reservation\\\",\\n  \\\"arguments\\\": {\\n    \\\"user_id\\\": \\\"mia_li_3668\\\",\\n    \\\"origin\\\": \\\"JFK\\\",\\n    \\\"destination\\\": \\\"SEA\\\",\\n    \\\"flight_type\\\": \\\"one_way\\\",\\n    \\\"cabin\\\": \\\"economy\\\",\\n    \\\"flights\\\": [\\n      {\\n        \\\"flight_number\\\": \\\"HAT001\\\",\\n        \\\"date\\\": \\\"2024-05-20\\\"\\n      }\\n    ],\\n    \\\"passengers\\\": [\\n      {\\n        \\\"first_name\\\": \\\"Mia\\\",\\n        \\\"last_name\\\": \\\"Li\\\",\\n        \\\"dob\\\": \\\"1990-01-01\\\"\\n      }\\n    ],\\n    \\\"payment_methods\\\": [\\n      {\\n        \\\"payment_id\\\": \\\"certificate_7815826\\\",\\n        \\\"amount\\\": 500\\n      },\\n      {\\n        \\\"payment_id\\\": \\\"gift_card_7815826\\\",\\n        \\\"amount\\\": 500\\n      },\\n      {\\n        \\\"payment_id\\\": \\\"credit_card_7447\\\",\\n        \\\"amount\\\": 500\\n      }\\n    ],\\n    \\\"total_baggages\\\": 3,\\n    \\\"nonfree_baggages\\\": 0,\\n    \\\"insurance\\\": \\\"no\\\"\\n  }\\n}\\n```\",\n      \"role\": \"assistant\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"That looks good. Please proceed with the booking.\"\n    },\n    {\n      \"content\": \"```json\\n{\\n  \\\"name\\\": \\\"book_reservation\\\",\\n  \\\"arguments\\\": {\\n    \\\"user_id\\\": \\\"mia_li_3668\\\",\\n    \\\"origin\\\": \\\"JFK\\\",\\n    \\\"destination\\\": \\\"SEA\\\",\\n    \\\"flight_type\\\": \\\"one_way\\\",\\n    \\\"cabin\\\": \\\"economy\\\",\\n    \\\"flights\\\": [\\n      {\\n        \\\"flight_number\\\": \\\"HAT001\\\",\\n        \\\"date\\\": \\\"2024-05-20\\\"\\n      }\\n    ],\\n    \\\"passengers\\\": [\\n      {\\n        \\\"first_name\\\": \\\"Mia\\\",\\n        \\\"last_name\\\": \\\"Li\\\",\\n        \\\"dob\\\": \\\"1990-01-01\\\"\\n      }\\n    ],\\n    \\\"payment_methods\\\": [\\n      {\\n        \\\"payment_id\\\": \\\"certificate_7815826\\\",\\n        \\\"amount\\\": 500\\n      },\\n      {\\n        \\\"payment_id\\\": \\\"gift_card_7815826\\\",\\n        \\\"amount\\\": 500\\n      },\\n      {\\n        \\\"payment_id\\\": \\\"credit_card_7447\\\",\\n        \\\"amount\\\": 500\\n      }\\n    ],\\n    \\\"total_baggages\\\": 3,\\n    \\\"nonfree_baggages\\\": 0,\\n    \\\"insurance\\\": \\\"no\\\"\\n  }\\n}\\n```\",\n      \"role\": \"assistant\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"###STOP###\"\n    }\n  ],\n  \"info\": {\n    \"task\": {\n      \"user_id\": \"mia_li_3668\",\n      \"actions\": [\n        {\n          \"name\": \"book_reservation\",\n          \"kwargs\": {\n            \"user_id\": \"mia_li_3668\",\n            \"origin\": \"JFK\",\n            \"destination\": \"SEA\",\n            \"flight_type\": \"one_way\",\n            \"cabin\": \"economy\",\n            \"flights\": [\n              {\n                \"flight_number\": \"HAT136\",\n                \"date\": \"2024-05-20\"\n              },\n              {\n                \"flight_number\": \"HAT039\",\n                \"date\": \"2024-05-20\"\n              }\n            ],\n            \"passengers\": [\n              {\n                \"first_name\": \"Mia\",\n                \"last_name\": \"Li\",\n                \"dob\": \"1990-04-05\"\n              }\n            ],\n            \"payment_methods\": [\n              {\n                \"payment_id\": \"certificate_7504069\",\n                \"amount\": 250\n              },\n              {\n                \"payment_id\": \"credit_card_4421486\",\n                \"amount\": 5\n              }\n            ],\n            \"total_baggages\": 3,\n            \"nonfree_baggages\": 0,\n            \"insurance\": \"no\"\n          }\n        }\n      ],\n      \"instruction\": \"Your user id is mia_li_3668. You want to fly from New York to Seattle on May 20 (one way). You do not want to fly before 11am est. You want to fly in economy. You prefer direct flights but one stopover also fine. If there are multiple options, you prefer the one with the lowest price. You have 3 baggages. You do not want insurance. You want to use your two certificates to pay. If only one certificate can be used, you prefer using the larger one, and pay the rest with your 7447 card. You are reactive to the agent and will not say anything that is not asked. Your birthday is in your user profile so you do not prefer to provide it.\",\n      \"outputs\": []\n    },\n    \"source\": \"user\",\n    \"user_cost\": 0,\n    \"reward_info\": {\n      \"reward\": 0.0,\n      \"info\": {\n        \"r_actions\": 0.0,\n        \"gt_data_hash\": \"a825bc534ee4abad2f0f36d5d162989dcbae16dd509bd675feb7e9ffc86a1001\"\n      },\n      \"actions\": [\n        {\n          \"name\": \"book_reservation\",\n          \"kwargs\": {\n            \"user_id\": \"mia_li_3668\",\n            \"origin\": \"JFK\",\n            \"destination\": \"SEA\",\n            \"flight_type\": \"one_way\",\n            \"cabin\": \"economy\",\n            \"flights\": [\n              {\n                \"flight_number\": \"HAT136\",\n                \"date\": \"2024-05-20\"\n              },\n              {\n                \"flight_number\": \"HAT039\",\n                \"date\": \"2024-05-20\"\n              }\n            ],\n            \"passengers\": [\n              {\n                \"first_name\": \"Mia\",\n                \"last_name\": \"Li\",\n                \"dob\": \"1990-04-05\"\n              }\n            ],\n            \"payment_methods\": [\n              {\n                \"payment_id\": \"certificate_7504069\",\n                \"amount\": 250\n              },\n              {\n                \"payment_id\": \"credit_card_4421486\",\n                \"amount\": 5\n              }\n            ],\n            \"total_baggages\": 3,\n            \"nonfree_baggages\": 0,\n            \"insurance\": \"no\"\n          }\n        }\n      ]\n    }\n  },\n  \"total_cost\": 0.0\n}", "source": null, "metadata": null, "internal": null, "role": "assistant", "tool_calls": null, "model": null}], "metadata": {"task_index": 0, "env_name": "airline", "task_result": {"reward": 0.0, "messages": [{"role": "system", "content": "# Airline Agent Policy\n\nThe current time is 2024-05-15 15:00:00 EST.\n\nAs an airline agent, you can help users book, modify, or cancel flight reservations.\n\n- Before taking any actions that update the booking database (booking, modifying flights, editing baggage, upgrading cabin class, or updating passenger information), you must list the action details and obtain explicit user confirmation (yes) to proceed.\n\n- You should not provide any information, knowledge, or procedures not provided by the user or available tools, or give subjective recommendations or comments.\n\n- You should only make one tool call at a time, and if you make a tool call, you should not respond to the user simultaneously. If you respond to the user, you should not make a tool call at the same time.\n\n- You should deny user requests that are against this policy.\n\n- You should transfer the user to a human agent if and only if the request cannot be handled within the scope of your actions.\n\n## Domain Basic\n\n- Each user has a profile containing user id, email, addresses, date of birth, payment methods, reservation numbers, and membership tier.\n\n- Each reservation has an reservation id, user id, trip type (one way, round trip), flights, passengers, payment methods, created time, baggages, and travel insurance information.\n\n- Each flight has a flight number, an origin, destination, scheduled departure and arrival time (local time), and for each date:\n  - If the status is \"available\", the flight has not taken off, available seats and prices are listed.\n  - If the status is \"delayed\" or \"on time\", the flight has not taken off, cannot be booked.\n  - If the status is \"flying\", the flight has taken off but not landed, cannot be booked.\n\n## Book flight\n\n- The agent must first obtain the user id, then ask for the trip type, origin, destination.\n\n- Passengers: Each reservation can have at most five passengers. The agent needs to collect the first name, last name, and date of birth for each passenger. All passengers must fly the same flights in the same cabin.\n\n- Payment: each reservation can use at most one travel certificate, at most one credit card, and at most three gift cards. The remaining amount of a travel certificate is not refundable. All payment methods must already be in user profile for safety reasons.\n\n- Checked bag allowance: If the booking user is a regular member, 0 free checked bag for each basic economy passenger, 1 free checked bag for each economy passenger, and 2 free checked bags for each business passenger. If the booking user is a silver member, 1 free checked bag for each basic economy passenger, 2 free checked bag for each economy passenger, and 3 free checked bags for each business passenger. If the booking user is a gold member, 2 free checked bag for each basic economy passenger, 3 free checked bag for each economy passenger, and 3 free checked bags for each business passenger. Each extra baggage is 50 dollars.\n\n- Travel insurance: the agent should ask if the user wants to buy the travel insurance, which is 30 dollars per passenger and enables full refund if the user needs to cancel the flight given health or weather reasons.\n\n## Modify flight\n\n- The agent must first obtain the user id and the reservation id.\n\n- Change flights: Basic economy flights cannot be modified. Other reservations can be modified without changing the origin, destination, and trip type. Some flight segments can be kept, but their prices will not be updated based on the current price. The API does not check these for the agent, so the agent must make sure the rules apply before calling the API!\n\n- Change cabin: all reservations, including basic economy, can change cabin without changing the flights. Cabin changes require the user to pay for the difference between their current cabin and the new cabin class. Cabin class must be the same across all the flights in the same reservation; changing cabin for just one flight segment is not possible.\n\n- Change baggage and insurance: The user can add but not remove checked bags. The user cannot add insurance after initial booking.\n\n- Change passengers: The user can modify passengers but cannot modify the number of passengers. This is something that even a human agent cannot assist with.\n\n- Payment: If the flights are changed, the user needs to provide one gift card or credit card for payment or refund method. The agent should ask for the payment or refund method instead.\n\n## Cancel flight\n\n- The agent must first obtain the user id, the reservation id, and the reason for cancellation (change of plan, airline cancelled flight, or other reasons)\n\n- All reservations can be cancelled within 24 hours of booking, or if the airline cancelled the flight. Otherwise, basic economy or economy flights can be cancelled only if travel insurance is bought and the condition is met, and business flights can always be cancelled. The rules are strict regardless of the membership status. The API does not check these for the agent, so the agent must make sure the rules apply before calling the API!\n\n- The agent can only cancel the whole trip that is not flown. If any of the segments are already used, the agent cannot help and transfer is needed.\n\n- The refund will go to original payment methods in 5 to 7 business days.\n\n## Refund\n\n- If the user is silver/gold member or has travel insurance or flies business, and complains about cancelled flights in a reservation, the agent can offer a certificate as a gesture after confirming the facts, with the amount being $100 times the number of passengers.\n\n- If the user is silver/gold member or has travel insurance or flies business, and complains about delayed flights in a reservation and wants to change or cancel the reservation, the agent can offer a certificate as a gesture after confirming the facts and changing or cancelling the reservation, with the amount being $50 times the number of passengers.\n\n- Do not proactively offer these unless the user complains about the situation and explicitly asks for some compensation. Do not compensate if the user is regular member and has no travel insurance and flies (basic) economy.\n"}, {"role": "user", "content": "Hi, I'm looking to book a flight from New York to Seattle on May 20th."}, {"content": "```json\n{\n  \"name\": \"get_user_details\",\n  \"arguments\": {\n    \"user_id\": \"sara_doe_496\"\n  }\n}\n```", "role": "assistant"}, {"role": "user", "content": "I'm sorry, but my user ID is mia_li_3668."}, {"content": "```json\n{\n  \"name\": \"get_user_details\",\n  \"arguments\": {\n    \"user_id\": \"mia_li_3668\"\n  }\n}\n```", "role": "assistant"}, {"role": "user", "content": "Sure, I need a one-way flight that departs after 11am EST."}, {"content": "```json\n{\n  \"name\": \"search_direct_flight\",\n  \"arguments\": {\n    \"origin\": \"JFK\",\n    \"destination\": \"SEA\",\n    \"date\": \"2024-05-20\"\n  }\n}\n```", "role": "assistant"}, {"role": "user", "content": "I prefer direct flights, but I'm okay with one stopover if necessary."}, {"content": "```json\n{\n  \"name\": \"search_onestop_flight\",\n  \"arguments\": {\n    \"origin\": \"JFK\",\n    \"destination\": \"SEA\",\n    \"date\": \"2024-05-20\"\n  }\n}\n```", "role": "assistant"}, {"role": "user", "content": "I would like to book the flight with the lowest price."}, {"content": "```json\n{\n  \"name\": \"get_reservation_details\",\n  \"arguments\": {\n    \"reservation_id\": \"8JX2WO\"\n  }\n}\n```", "role": "assistant"}, {"role": "user", "content": "I don't have a reservation ID."}, {"content": "```json\n{\n  \"name\": \"book_reservation\",\n  \"arguments\": {\n    \"user_id\": \"mia_li_3668\",\n    \"origin\": \"JFK\",\n    \"destination\": \"SEA\",\n    \"flight_type\": \"one_way\",\n    \"cabin\": \"economy\",\n    \"flights\": [\n      {\n        \"flight_number\": \"HAT001\",\n        \"date\": \"2024-05-20\"\n      }\n    ],\n    \"passengers\": [\n      {\n        \"first_name\": \"Mia\",\n        \"last_name\": \"Li\",\n        \"dob\": \"1990-01-01\"\n      }\n    ],\n    \"payment_methods\": [\n      {\n        \"payment_id\": \"credit_card_7815826\",\n        \"amount\": 1000\n      }\n    ],\n    \"total_baggages\": 0,\n    \"nonfree_baggages\": 0,\n    \"insurance\": \"no\"\n  }\n}\n```", "role": "assistant"}, {"role": "user", "content": "I have three baggages, and I don't want insurance."}, {"content": "```json\n{\n  \"name\": \"book_reservation\",\n  \"arguments\": {\n    \"user_id\": \"mia_li_3668\",\n    \"origin\": \"JFK\",\n    \"destination\": \"SEA\",\n    \"flight_type\": \"one_way\",\n    \"cabin\": \"economy\",\n    \"flights\": [\n      {\n        \"flight_number\": \"HAT001\",\n        \"date\": \"2024-05-20\"\n      }\n    ],\n    \"passengers\": [\n      {\n        \"first_name\": \"Mia\",\n        \"last_name\": \"Li\",\n        \"dob\": \"1990-01-01\"\n      }\n    ],\n    \"payment_methods\": [\n      {\n        \"payment_id\": \"credit_card_7815826\",\n        \"amount\": 1000\n      }\n    ],\n    \"total_baggages\": 3,\n    \"nonfree_baggages\": 0,\n    \"insurance\": \"no\"\n  }\n}\n```", "role": "assistant"}, {"role": "user", "content": "I would like to use my two certificates to pay. If only one can be used, I'd prefer using the larger one and pay the rest with my 7447 card."}, {"content": "```json\n{\n  \"name\": \"book_reservation\",\n  \"arguments\": {\n    \"user_id\": \"mia_li_3668\",\n    \"origin\": \"JFK\",\n    \"destination\": \"SEA\",\n    \"flight_type\": \"one_way\",\n    \"cabin\": \"economy\",\n    \"flights\": [\n      {\n        \"flight_number\": \"HAT001\",\n        \"date\": \"2024-05-20\"\n      }\n    ],\n    \"passengers\": [\n      {\n        \"first_name\": \"Mia\",\n        \"last_name\": \"Li\",\n        \"dob\": \"1990-01-01\"\n      }\n    ],\n    \"payment_methods\": [\n      {\n        \"payment_id\": \"certificate_7815826\",\n        \"amount\": 500\n      },\n      {\n        \"payment_id\": \"gift_card_7815826\",\n        \"amount\": 500\n      },\n      {\n        \"payment_id\": \"credit_card_7447\",\n        \"amount\": 500\n      }\n    ],\n    \"total_baggages\": 3,\n    \"nonfree_baggages\": 0,\n    \"insurance\": \"no\"\n  }\n}\n```", "role": "assistant"}, {"role": "user", "content": "That looks good. Please proceed with the booking."}, {"content": "```json\n{\n  \"name\": \"book_reservation\",\n  \"arguments\": {\n    \"user_id\": \"mia_li_3668\",\n    \"origin\": \"JFK\",\n    \"destination\": \"SEA\",\n    \"flight_type\": \"one_way\",\n    \"cabin\": \"economy\",\n    \"flights\": [\n      {\n        \"flight_number\": \"HAT001\",\n        \"date\": \"2024-05-20\"\n      }\n    ],\n    \"passengers\": [\n      {\n        \"first_name\": \"Mia\",\n        \"last_name\": \"Li\",\n        \"dob\": \"1990-01-01\"\n      }\n    ],\n    \"payment_methods\": [\n      {\n        \"payment_id\": \"certificate_7815826\",\n        \"amount\": 500\n      },\n      {\n        \"payment_id\": \"gift_card_7815826\",\n        \"amount\": 500\n      },\n      {\n        \"payment_id\": \"credit_card_7447\",\n        \"amount\": 500\n      }\n    ],\n    \"total_baggages\": 3,\n    \"nonfree_baggages\": 0,\n    \"insurance\": \"no\"\n  }\n}\n```", "role": "assistant"}, {"role": "user", "content": "###STOP###"}], "info": {"task": {"user_id": "mia_li_3668", "actions": [{"name": "book_reservation", "kwargs": {"user_id": "mia_li_3668", "origin": "JFK", "destination": "SEA", "flight_type": "one_way", "cabin": "economy", "flights": [{"flight_number": "HAT136", "date": "2024-05-20"}, {"flight_number": "HAT039", "date": "2024-05-20"}], "passengers": [{"first_name": "Mia", "last_name": "Li", "dob": "1990-04-05"}], "payment_methods": [{"payment_id": "certificate_7504069", "amount": 250}, {"payment_id": "credit_card_4421486", "amount": 5}], "total_baggages": 3, "nonfree_baggages": 0, "insurance": "no"}}], "instruction": "Your user id is mia_li_3668. You want to fly from New York to Seattle on May 20 (one way). You do not want to fly before 11am est. You want to fly in economy. You prefer direct flights but one stopover also fine. If there are multiple options, you prefer the one with the lowest price. You have 3 baggages. You do not want insurance. You want to use your two certificates to pay. If only one certificate can be used, you prefer using the larger one, and pay the rest with your 7447 card. You are reactive to the agent and will not say anything that is not asked. Your birthday is in your user profile so you do not prefer to provide it.", "outputs": []}, "source": "user", "user_cost": 0, "reward_info": {"reward": 0.0, "info": {"r_actions": 0.0, "gt_data_hash": "a825bc534ee4abad2f0f36d5d162989dcbae16dd509bd675feb7e9ffc86a1001"}, "actions": [{"name": "book_reservation", "kwargs": {"user_id": "mia_li_3668", "origin": "JFK", "destination": "SEA", "flight_type": "one_way", "cabin": "economy", "flights": [{"flight_number": "HAT136", "date": "2024-05-20"}, {"flight_number": "HAT039", "date": "2024-05-20"}], "passengers": [{"first_name": "Mia", "last_name": "Li", "dob": "1990-04-05"}], "payment_methods": [{"payment_id": "certificate_7504069", "amount": 250}, {"payment_id": "credit_card_4421486", "amount": 5}], "total_baggages": 3, "nonfree_baggages": 0, "insurance": "no"}}]}}, "total_cost": 0.0}}}


## EvalScope 版本（必填）
近期 main 版本拉取

## 使用的工具
- [ ✅] Native / 原生框架
- [ ] Opencompass backend
- [ ] VLMEvalKit backend
- [ ] RAGEval backend
- [ ] Perf / 模型推理压测工具
- [ ] Arena / 竞技场模式

## 执行的代码或指令

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## 错误日志

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## 运行环境

- 操作系统：
- Python版本：

## 其他信息

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