{
  "experiment_id": "2-4",
  "created_at": "2026-07-30T02:20:59.032123+08:00",
  "run_config": {
    "model_provider": "openai",
    "user_model_provider": "openai",
    "model": "gpt-4o-mini",
    "user_model": "gpt-4o-mini",
    "num_trials": 1,
    "env": "airline",
    "agent_strategy": "tool-calling",
    "temperature": 0.0,
    "task_split": "test",
    "start_index": 0,
    "end_index": -1,
    "task_ids": [
      0,
      1,
      2,
      3,
      4,
      5,
      6,
      7,
      8,
      9
    ],
    "log_dir": "runs/exp2-4-gpt-4o-mini-20260730-v1",
    "max_concurrency": 5,
    "seed": 20260730,
    "shuffle": 0,
    "user_strategy": "llm",
    "few_shot_displays_path": null
  },
  "ablation_config": {
    "tone_style": "default",
    "randomize_wiki": false,
    "remove_tool_descriptions": false
  },
  "results": [
    {
      "task_id": 0,
      "reward": 0.0,
      "info": {
        "error": "litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.",
        "traceback": "Traceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 725, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 653, in completion\n    ) = self.make_sync_openai_chat_completion_request(\n        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/logging_utils.py\", line 149, in sync_wrapper\n    result = func(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 471, in make_sync_openai_chat_completion_request\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 453, in make_sync_openai_chat_completion_request\n    raw_response = openai_client.chat.completions.with_raw_response.create(\n                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_legacy_response.py\", line 364, in wrapped\n    return cast(LegacyAPIResponse[R], func(*args, **kwargs))\n                                      ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_utils/_utils.py\", line 287, in wrapper\n    return func(*args, **kwargs)\n           ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py\", line 1087, in create\n    return self._post(\n           ^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1256, in post\n    return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))\n                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1044, in request\n    raise self._make_status_error_from_response(err.response) from None\nopenai.RateLimitError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1853, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1826, in completion\n    response = openai_chat_completions.completion(\n               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 736, in completion\n    raise OpenAIError(\nlitellm.llms.openai.common_utils.OpenAIError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/run_ablation.py\", line 376, in _run\n    res = agent.solve(\n          ^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/ablation_agent.py\", line 83, in solve\n    env_reset_res = env.reset(task_index=task_index)\n                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/base.py\", line 87, in reset\n    initial_observation = self.user.reset(instruction=self.task.instruction)\n                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 141, in reset\n    return self.generate_next_message(self.messages)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 110, in generate_next_message\n    res = self._completion(messages)\n          ^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 67, in _completion\n    res = completion(**kwargs)\n          ^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1283, in wrapper\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1161, in wrapper\n    result = original_function(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 3241, in completion\n    raise exception_type(\n          ^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 2239, in exception_type\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 279, in exception_type\n    raise RateLimitError(\nlitellm.exceptions.RateLimitError: litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.\n"
      },
      "traj": [],
      "trial": 0
    },
    {
      "task_id": 1,
      "reward": 0.0,
      "info": {
        "error": "litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.",
        "traceback": "Traceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 725, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 653, in completion\n    ) = self.make_sync_openai_chat_completion_request(\n        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/logging_utils.py\", line 149, in sync_wrapper\n    result = func(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 471, in make_sync_openai_chat_completion_request\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 453, in make_sync_openai_chat_completion_request\n    raw_response = openai_client.chat.completions.with_raw_response.create(\n                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_legacy_response.py\", line 364, in wrapped\n    return cast(LegacyAPIResponse[R], func(*args, **kwargs))\n                                      ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_utils/_utils.py\", line 287, in wrapper\n    return func(*args, **kwargs)\n           ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py\", line 1087, in create\n    return self._post(\n           ^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1256, in post\n    return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))\n                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1044, in request\n    raise self._make_status_error_from_response(err.response) from None\nopenai.RateLimitError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1853, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1826, in completion\n    response = openai_chat_completions.completion(\n               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 736, in completion\n    raise OpenAIError(\nlitellm.llms.openai.common_utils.OpenAIError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/run_ablation.py\", line 376, in _run\n    res = agent.solve(\n          ^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/ablation_agent.py\", line 83, in solve\n    env_reset_res = env.reset(task_index=task_index)\n                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/base.py\", line 87, in reset\n    initial_observation = self.user.reset(instruction=self.task.instruction)\n                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 141, in reset\n    return self.generate_next_message(self.messages)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 110, in generate_next_message\n    res = self._completion(messages)\n          ^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 67, in _completion\n    res = completion(**kwargs)\n          ^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1283, in wrapper\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1161, in wrapper\n    result = original_function(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 3241, in completion\n    raise exception_type(\n          ^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 2239, in exception_type\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 279, in exception_type\n    raise RateLimitError(\nlitellm.exceptions.RateLimitError: litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.\n"
      },
      "traj": [],
      "trial": 0
    },
    {
      "task_id": 2,
      "reward": 0.0,
      "info": {
        "error": "litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.",
        "traceback": "Traceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 725, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 653, in completion\n    ) = self.make_sync_openai_chat_completion_request(\n        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/logging_utils.py\", line 149, in sync_wrapper\n    result = func(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 471, in make_sync_openai_chat_completion_request\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 453, in make_sync_openai_chat_completion_request\n    raw_response = openai_client.chat.completions.with_raw_response.create(\n                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_legacy_response.py\", line 364, in wrapped\n    return cast(LegacyAPIResponse[R], func(*args, **kwargs))\n                                      ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_utils/_utils.py\", line 287, in wrapper\n    return func(*args, **kwargs)\n           ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py\", line 1087, in create\n    return self._post(\n           ^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1256, in post\n    return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))\n                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1044, in request\n    raise self._make_status_error_from_response(err.response) from None\nopenai.RateLimitError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1853, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1826, in completion\n    response = openai_chat_completions.completion(\n               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 736, in completion\n    raise OpenAIError(\nlitellm.llms.openai.common_utils.OpenAIError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/run_ablation.py\", line 376, in _run\n    res = agent.solve(\n          ^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/ablation_agent.py\", line 83, in solve\n    env_reset_res = env.reset(task_index=task_index)\n                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/base.py\", line 87, in reset\n    initial_observation = self.user.reset(instruction=self.task.instruction)\n                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 141, in reset\n    return self.generate_next_message(self.messages)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 110, in generate_next_message\n    res = self._completion(messages)\n          ^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 67, in _completion\n    res = completion(**kwargs)\n          ^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1283, in wrapper\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1161, in wrapper\n    result = original_function(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 3241, in completion\n    raise exception_type(\n          ^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 2239, in exception_type\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 279, in exception_type\n    raise RateLimitError(\nlitellm.exceptions.RateLimitError: litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.\n"
      },
      "traj": [],
      "trial": 0
    },
    {
      "task_id": 3,
      "reward": 0.0,
      "info": {
        "error": "litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.",
        "traceback": "Traceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 725, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 653, in completion\n    ) = self.make_sync_openai_chat_completion_request(\n        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/logging_utils.py\", line 149, in sync_wrapper\n    result = func(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 471, in make_sync_openai_chat_completion_request\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 453, in make_sync_openai_chat_completion_request\n    raw_response = openai_client.chat.completions.with_raw_response.create(\n                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_legacy_response.py\", line 364, in wrapped\n    return cast(LegacyAPIResponse[R], func(*args, **kwargs))\n                                      ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_utils/_utils.py\", line 287, in wrapper\n    return func(*args, **kwargs)\n           ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py\", line 1087, in create\n    return self._post(\n           ^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1256, in post\n    return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))\n                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1044, in request\n    raise self._make_status_error_from_response(err.response) from None\nopenai.RateLimitError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1853, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1826, in completion\n    response = openai_chat_completions.completion(\n               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 736, in completion\n    raise OpenAIError(\nlitellm.llms.openai.common_utils.OpenAIError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/run_ablation.py\", line 376, in _run\n    res = agent.solve(\n          ^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/ablation_agent.py\", line 83, in solve\n    env_reset_res = env.reset(task_index=task_index)\n                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/base.py\", line 87, in reset\n    initial_observation = self.user.reset(instruction=self.task.instruction)\n                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 141, in reset\n    return self.generate_next_message(self.messages)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 110, in generate_next_message\n    res = self._completion(messages)\n          ^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 67, in _completion\n    res = completion(**kwargs)\n          ^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1283, in wrapper\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1161, in wrapper\n    result = original_function(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 3241, in completion\n    raise exception_type(\n          ^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 2239, in exception_type\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 279, in exception_type\n    raise RateLimitError(\nlitellm.exceptions.RateLimitError: litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.\n"
      },
      "traj": [],
      "trial": 0
    },
    {
      "task_id": 4,
      "reward": 0.0,
      "info": {
        "error": "litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.",
        "traceback": "Traceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 725, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 653, in completion\n    ) = self.make_sync_openai_chat_completion_request(\n        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/logging_utils.py\", line 149, in sync_wrapper\n    result = func(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 471, in make_sync_openai_chat_completion_request\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 453, in make_sync_openai_chat_completion_request\n    raw_response = openai_client.chat.completions.with_raw_response.create(\n                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_legacy_response.py\", line 364, in wrapped\n    return cast(LegacyAPIResponse[R], func(*args, **kwargs))\n                                      ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_utils/_utils.py\", line 287, in wrapper\n    return func(*args, **kwargs)\n           ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py\", line 1087, in create\n    return self._post(\n           ^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1256, in post\n    return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))\n                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1044, in request\n    raise self._make_status_error_from_response(err.response) from None\nopenai.RateLimitError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1853, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1826, in completion\n    response = openai_chat_completions.completion(\n               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 736, in completion\n    raise OpenAIError(\nlitellm.llms.openai.common_utils.OpenAIError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/run_ablation.py\", line 376, in _run\n    res = agent.solve(\n          ^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/ablation_agent.py\", line 83, in solve\n    env_reset_res = env.reset(task_index=task_index)\n                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/base.py\", line 87, in reset\n    initial_observation = self.user.reset(instruction=self.task.instruction)\n                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 141, in reset\n    return self.generate_next_message(self.messages)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 110, in generate_next_message\n    res = self._completion(messages)\n          ^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 67, in _completion\n    res = completion(**kwargs)\n          ^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1283, in wrapper\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1161, in wrapper\n    result = original_function(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 3241, in completion\n    raise exception_type(\n          ^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 2239, in exception_type\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 279, in exception_type\n    raise RateLimitError(\nlitellm.exceptions.RateLimitError: litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.\n"
      },
      "traj": [],
      "trial": 0
    },
    {
      "task_id": 5,
      "reward": 0.0,
      "info": {
        "error": "litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.",
        "traceback": "Traceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 725, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 653, in completion\n    ) = self.make_sync_openai_chat_completion_request(\n        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/logging_utils.py\", line 149, in sync_wrapper\n    result = func(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 471, in make_sync_openai_chat_completion_request\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 453, in make_sync_openai_chat_completion_request\n    raw_response = openai_client.chat.completions.with_raw_response.create(\n                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_legacy_response.py\", line 364, in wrapped\n    return cast(LegacyAPIResponse[R], func(*args, **kwargs))\n                                      ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_utils/_utils.py\", line 287, in wrapper\n    return func(*args, **kwargs)\n           ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py\", line 1087, in create\n    return self._post(\n           ^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1256, in post\n    return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))\n                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1044, in request\n    raise self._make_status_error_from_response(err.response) from None\nopenai.RateLimitError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1853, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1826, in completion\n    response = openai_chat_completions.completion(\n               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 736, in completion\n    raise OpenAIError(\nlitellm.llms.openai.common_utils.OpenAIError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/run_ablation.py\", line 376, in _run\n    res = agent.solve(\n          ^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/ablation_agent.py\", line 83, in solve\n    env_reset_res = env.reset(task_index=task_index)\n                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/base.py\", line 87, in reset\n    initial_observation = self.user.reset(instruction=self.task.instruction)\n                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 141, in reset\n    return self.generate_next_message(self.messages)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 110, in generate_next_message\n    res = self._completion(messages)\n          ^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 67, in _completion\n    res = completion(**kwargs)\n          ^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1283, in wrapper\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1161, in wrapper\n    result = original_function(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 3241, in completion\n    raise exception_type(\n          ^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 2239, in exception_type\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 279, in exception_type\n    raise RateLimitError(\nlitellm.exceptions.RateLimitError: litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.\n"
      },
      "traj": [],
      "trial": 0
    },
    {
      "task_id": 6,
      "reward": 0.0,
      "info": {
        "error": "litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.",
        "traceback": "Traceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 725, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 653, in completion\n    ) = self.make_sync_openai_chat_completion_request(\n        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/logging_utils.py\", line 149, in sync_wrapper\n    result = func(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 471, in make_sync_openai_chat_completion_request\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 453, in make_sync_openai_chat_completion_request\n    raw_response = openai_client.chat.completions.with_raw_response.create(\n                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_legacy_response.py\", line 364, in wrapped\n    return cast(LegacyAPIResponse[R], func(*args, **kwargs))\n                                      ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_utils/_utils.py\", line 287, in wrapper\n    return func(*args, **kwargs)\n           ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py\", line 1087, in create\n    return self._post(\n           ^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1256, in post\n    return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))\n                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1044, in request\n    raise self._make_status_error_from_response(err.response) from None\nopenai.RateLimitError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1853, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1826, in completion\n    response = openai_chat_completions.completion(\n               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 736, in completion\n    raise OpenAIError(\nlitellm.llms.openai.common_utils.OpenAIError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/run_ablation.py\", line 376, in _run\n    res = agent.solve(\n          ^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/ablation_agent.py\", line 83, in solve\n    env_reset_res = env.reset(task_index=task_index)\n                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/base.py\", line 87, in reset\n    initial_observation = self.user.reset(instruction=self.task.instruction)\n                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 141, in reset\n    return self.generate_next_message(self.messages)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 110, in generate_next_message\n    res = self._completion(messages)\n          ^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 67, in _completion\n    res = completion(**kwargs)\n          ^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1283, in wrapper\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1161, in wrapper\n    result = original_function(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 3241, in completion\n    raise exception_type(\n          ^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 2239, in exception_type\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 279, in exception_type\n    raise RateLimitError(\nlitellm.exceptions.RateLimitError: litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.\n"
      },
      "traj": [],
      "trial": 0
    },
    {
      "task_id": 7,
      "reward": 0.0,
      "info": {
        "error": "litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.",
        "traceback": "Traceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 725, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 653, in completion\n    ) = self.make_sync_openai_chat_completion_request(\n        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/logging_utils.py\", line 149, in sync_wrapper\n    result = func(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 471, in make_sync_openai_chat_completion_request\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 453, in make_sync_openai_chat_completion_request\n    raw_response = openai_client.chat.completions.with_raw_response.create(\n                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_legacy_response.py\", line 364, in wrapped\n    return cast(LegacyAPIResponse[R], func(*args, **kwargs))\n                                      ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_utils/_utils.py\", line 287, in wrapper\n    return func(*args, **kwargs)\n           ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py\", line 1087, in create\n    return self._post(\n           ^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1256, in post\n    return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))\n                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1044, in request\n    raise self._make_status_error_from_response(err.response) from None\nopenai.RateLimitError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1853, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1826, in completion\n    response = openai_chat_completions.completion(\n               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 736, in completion\n    raise OpenAIError(\nlitellm.llms.openai.common_utils.OpenAIError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/run_ablation.py\", line 376, in _run\n    res = agent.solve(\n          ^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/ablation_agent.py\", line 83, in solve\n    env_reset_res = env.reset(task_index=task_index)\n                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/base.py\", line 87, in reset\n    initial_observation = self.user.reset(instruction=self.task.instruction)\n                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 141, in reset\n    return self.generate_next_message(self.messages)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 110, in generate_next_message\n    res = self._completion(messages)\n          ^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 67, in _completion\n    res = completion(**kwargs)\n          ^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1283, in wrapper\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1161, in wrapper\n    result = original_function(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 3241, in completion\n    raise exception_type(\n          ^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 2239, in exception_type\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 279, in exception_type\n    raise RateLimitError(\nlitellm.exceptions.RateLimitError: litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.\n"
      },
      "traj": [],
      "trial": 0
    },
    {
      "task_id": 8,
      "reward": 0.0,
      "info": {
        "error": "litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.",
        "traceback": "Traceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 725, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 653, in completion\n    ) = self.make_sync_openai_chat_completion_request(\n        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/logging_utils.py\", line 149, in sync_wrapper\n    result = func(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 471, in make_sync_openai_chat_completion_request\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 453, in make_sync_openai_chat_completion_request\n    raw_response = openai_client.chat.completions.with_raw_response.create(\n                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_legacy_response.py\", line 364, in wrapped\n    return cast(LegacyAPIResponse[R], func(*args, **kwargs))\n                                      ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_utils/_utils.py\", line 287, in wrapper\n    return func(*args, **kwargs)\n           ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py\", line 1087, in create\n    return self._post(\n           ^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1256, in post\n    return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))\n                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1044, in request\n    raise self._make_status_error_from_response(err.response) from None\nopenai.RateLimitError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1853, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1826, in completion\n    response = openai_chat_completions.completion(\n               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 736, in completion\n    raise OpenAIError(\nlitellm.llms.openai.common_utils.OpenAIError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/run_ablation.py\", line 376, in _run\n    res = agent.solve(\n          ^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/ablation_agent.py\", line 83, in solve\n    env_reset_res = env.reset(task_index=task_index)\n                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/base.py\", line 87, in reset\n    initial_observation = self.user.reset(instruction=self.task.instruction)\n                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 141, in reset\n    return self.generate_next_message(self.messages)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 110, in generate_next_message\n    res = self._completion(messages)\n          ^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 67, in _completion\n    res = completion(**kwargs)\n          ^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1283, in wrapper\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1161, in wrapper\n    result = original_function(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 3241, in completion\n    raise exception_type(\n          ^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 2239, in exception_type\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 279, in exception_type\n    raise RateLimitError(\nlitellm.exceptions.RateLimitError: litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.\n"
      },
      "traj": [],
      "trial": 0
    },
    {
      "task_id": 9,
      "reward": 0.0,
      "info": {
        "error": "litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.",
        "traceback": "Traceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 725, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 653, in completion\n    ) = self.make_sync_openai_chat_completion_request(\n        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/logging_utils.py\", line 149, in sync_wrapper\n    result = func(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 471, in make_sync_openai_chat_completion_request\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 453, in make_sync_openai_chat_completion_request\n    raw_response = openai_client.chat.completions.with_raw_response.create(\n                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_legacy_response.py\", line 364, in wrapped\n    return cast(LegacyAPIResponse[R], func(*args, **kwargs))\n                                      ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_utils/_utils.py\", line 287, in wrapper\n    return func(*args, **kwargs)\n           ^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py\", line 1087, in create\n    return self._post(\n           ^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1256, in post\n    return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))\n                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/openai/_base_client.py\", line 1044, in request\n    raise self._make_status_error_from_response(err.response) from None\nopenai.RateLimitError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1853, in completion\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 1826, in completion\n    response = openai_chat_completions.completion(\n               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/llms/openai/openai.py\", line 736, in completion\n    raise OpenAIError(\nlitellm.llms.openai.common_utils.OpenAIError: Error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficient_quota', 'param': None, 'code': 'insufficient_quota'}}\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/run_ablation.py\", line 376, in _run\n    res = agent.solve(\n          ^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/ablation_agent.py\", line 83, in solve\n    env_reset_res = env.reset(task_index=task_index)\n                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/base.py\", line 87, in reset\n    initial_observation = self.user.reset(instruction=self.task.instruction)\n                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 141, in reset\n    return self.generate_next_message(self.messages)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 110, in generate_next_message\n    res = self._completion(messages)\n          ^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/book/ai-agent-book/chapter2/prompt-engineering/tau_bench/envs/user.py\", line 67, in _completion\n    res = completion(**kwargs)\n          ^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1283, in wrapper\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/utils.py\", line 1161, in wrapper\n    result = original_function(*args, **kwargs)\n             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/main.py\", line 3241, in completion\n    raise exception_type(\n          ^^^^^^^^^^^^^^^\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 2239, in exception_type\n    raise e\n  File \"/Users/boj/miniconda3/lib/python3.11/site-packages/litellm/litellm_core_utils/exception_mapping_utils.py\", line 279, in exception_type\n    raise RateLimitError(\nlitellm.exceptions.RateLimitError: litellm.RateLimitError: RateLimitError: OpenAIException - You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.\n"
      },
      "traj": [],
      "trial": 0
    }
  ]
}