├── .github └── workflows │ ├── code_format.yml │ ├── darglint.yml │ ├── deploy-landing-page.yml │ ├── pypi.yml │ ├── python_version_compatibility.yml │ ├── readthedocs.yml │ └── unit_tests.yml ├── .gitignore ├── .readthedocs.yaml ├── .vscode ├── launch.json └── settings.json ├── LICENSE ├── Makefile ├── README.md ├── add_study_to_repro_journal.py ├── docs ├── Makefile ├── landing_page │ ├── README.md │ ├── index.html │ ├── projects │ │ ├── browsergym.html │ │ ├── focus_agent.html │ │ └── workarena-plus-plus.html │ └── static │ │ ├── css │ │ ├── bulma-carousel.min.css │ │ ├── bulma-slider.min.css │ │ ├── bulma.min.css │ │ ├── fontawesome.all.min.css │ │ └── index.css │ │ ├── images │ │ ├── README.md │ │ ├── ServiceNow_logo_CMYK_BL_Green.png │ │ ├── favicon.ico │ │ └── social_preview.svg │ │ └── js │ │ ├── bulma-carousel.min.js │ │ ├── bulma-slider.min.js │ │ ├── fontawesome.all.min.js │ │ └── index.js ├── make.bat └── source │ ├── Makefile │ ├── conf.py │ ├── index.rst │ ├── make.bat │ └── requirements.txt ├── experiments ├── osworld_debug_task_ids.json └── run_osworld.py ├── main.py ├── main_workarena_debug.py ├── pyproject.toml ├── pytest.ini ├── reproducibility_journal.csv ├── src └── agentlab │ ├── __init__.py │ ├── agents │ ├── README.md │ ├── __init__.py │ ├── agent_args.py │ ├── agent_utils.py │ ├── debug_agent.py │ ├── dynamic_prompting.py │ ├── generic_agent │ │ ├── __init__.py │ │ ├── agent_configs.py │ │ ├── generic_agent.py │ │ ├── generic_agent_prompt.py │ │ ├── reproducibility_agent.py │ │ └── tmlr_config.py │ ├── generic_agent_hinter │ │ └── __init__.py │ ├── hint_use_agent │ │ ├── __init__.py │ │ ├── agent_configs.py │ │ ├── generic_agent.py │ │ ├── generic_agent_prompt.py │ │ └── tmlr_config.py │ ├── hitl_agent │ │ ├── base_multi_candidate_agent.py │ │ ├── generic_human_guided_agent.py │ │ ├── hint_labelling.py │ │ ├── hint_labelling_ui_files │ │ │ └── hint_labeling_ui.html │ │ ├── hitl_agent.py │ │ ├── launch_hint_ui.py │ │ └── multi_candidate_generic_agent.py │ ├── most_basic_agent │ │ ├── __init__.py │ │ └── most_basic_agent.py │ ├── tapeagent │ │ ├── __init__.py │ │ ├── agent.py │ │ ├── conf │ │ │ ├── agent │ │ │ │ ├── plan_act.yaml │ │ │ │ └── plan_react.yaml │ │ │ ├── environment │ │ │ │ └── web_code.yaml │ │ │ ├── gaia_l1.yaml │ │ │ ├── gaia_val.yaml │ │ │ └── llm │ │ │ │ ├── gpt4o.yaml │ │ │ │ ├── gpt4o_mini.yaml │ │ │ │ └── o4mini.yaml │ │ └── experiments │ │ │ ├── run_gaia.py │ │ │ └── setup_gaia.sh │ ├── tool_use_agent │ │ ├── __init__.py │ │ ├── cua_like_agent.py │ │ ├── hint_db.csv │ │ └── tool_use_agent.py │ ├── visual_agent │ │ ├── agent_configs.py │ │ ├── visual_agent.py │ │ └── visual_agent_prompts.py │ └── visualwebarena │ │ ├── __init__.py │ │ ├── agent.py │ │ ├── few_shots │ │ ├── __init__.py │ │ ├── multimodal_example1.png │ │ ├── multimodal_example2.png │ │ ├── multimodal_example3.png │ │ ├── som_example1.png │ │ ├── som_example2.png │ │ └── som_example3.png │ │ └── prompts.py │ ├── analyze │ ├── __init__.py │ ├── agent_xray.py │ ├── archive_studies.py │ ├── episode_to_html.py │ ├── inspect_results.ipynb │ ├── inspect_results.py │ ├── overlay_utils.py │ └── tapes.py │ ├── benchmarks │ ├── abstract_env.py │ ├── gaia.py │ ├── multitool_gym.py │ ├── osworld.md │ ├── osworld.py │ ├── osworld_axtree_preprocessing.py │ └── setup_benchmark.py │ ├── experiments │ ├── args.py │ ├── exp_utils.py │ ├── get_ray_url.py │ ├── graph_execution_ray.py │ ├── launch_exp.py │ ├── list_openai_models.py │ ├── loop.py │ ├── multi_server.py │ ├── reproduce_study.py │ ├── reproducibility_util.py │ ├── study.py │ └── view_dep_graph.py │ ├── llm │ ├── README.md │ ├── __init__.py │ ├── base_api.py │ ├── chat_api.py │ ├── huggingface_utils.py │ ├── litellm_api.py │ ├── llm_configs.py │ ├── llm_utils.py │ ├── prompt_templates.py │ ├── response_api.py │ └── tracking.py │ ├── ui_assistant.py │ └── utils │ ├── __init__.py │ └── hinting.py ├── tests ├── agents │ ├── test_agent.py │ ├── test_gaia_agent.py │ ├── test_generic_prompt.py │ └── test_visualwebarena_agent.py ├── analyze │ ├── test_inspect_results.py │ └── test_overlay_utils.py ├── benchmarks │ └── test_osworld.py ├── data │ ├── 32102e3e-d12a-4209-9163-7b3a104efe5d.xlsx │ ├── df6561b2-7ee5-4540-baab-5095f742716a.png │ └── test_study │ │ ├── 2024-08-01_10-20-52_GenericAgent_on_miniwob.ascending-numbers_64_e6d2d5 │ │ ├── exp_args.pkl │ │ └── summary_info.json │ │ └── 2024-08-01_10-20-52_GenericAgent_on_miniwob.ascending-numbers_68_b6312d │ │ └── exp_args.pkl ├── experiments │ ├── test_args.py │ ├── test_exp_configs.py │ ├── test_launch_exp.py │ ├── test_multi_server.py │ ├── test_ray.py │ ├── test_reproducibility_util.py │ └── test_study.py ├── llm │ ├── test_chat_api.py │ ├── test_huggingface_utils.py │ ├── test_litellm_api.py │ ├── test_llm_configs.py │ ├── test_llm_utils.py │ ├── test_response_api.py │ └── test_tracking.py ├── test_main.py ├── test_ui_assistant.py └── verify_rate_limit_anthropic.py ├── 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