├── .github ├── dependabot.yml └── workflows │ ├── checks.yaml │ ├── codeql.yml │ ├── deploy-github-pages.yml │ └── docker-build-push.yml ├── .gitignore ├── .python-version ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── SECURITY.md ├── SUPPORT.md ├── TRANSPARENCY_NOTE.md ├── TROUBLESHOOTING.md ├── docker ├── build-all.sh ├── magentic-ui-browser-docker │ ├── Dockerfile │ ├── build.sh │ ├── entrypoint.sh │ ├── openbox-rc.xml │ ├── package.json │ ├── playwright-server.js │ ├── start.sh │ ├── supervisord.conf │ └── x11-setup.sh └── magentic-ui-python-env │ ├── Dockerfile │ ├── build.sh │ ├── entrypoint.sh │ └── requirements.txt ├── docs ├── img │ ├── magenticui.jpg │ ├── magenticui_running.png │ ├── magui-actionguard.png │ ├── magui-coplanning.png │ ├── magui-cotasking.png │ ├── magui-landing.png │ ├── magui-readme-logo.png │ └── magui-readme-logo.svg ├── index.html └── tutorials │ └── web_agent_tutorial_full.ipynb ├── experiments ├── endpoint_configs │ ├── .gitignore │ ├── config_template.yaml │ └── test_client.py └── eval │ ├── .gitignore │ ├── README.md │ ├── analyze_sim_user.py │ ├── explore_results.py │ ├── plot_results.py │ ├── prepare_for_submission.py │ ├── run.py │ ├── sample_eval_systems.py │ └── systems │ ├── __init__.py │ ├── magentic_one_system.py │ ├── magentic_ui_sim_user_system.py │ └── magentic_ui_system.py ├── fara_config.yaml ├── frontend ├── .env.default ├── .gitignore ├── README.md ├── gatsby-browser.js ├── gatsby-config.ts ├── gatsby-ssr.tsx ├── package.json ├── postcss.config.js ├── src │ ├── assets │ │ └── logo.svg │ ├── components │ │ ├── common │ │ │ ├── AutoResizeTextarea.tsx │ │ │ ├── Button.tsx │ │ │ ├── Icon.tsx │ │ │ ├── SubMenu.tsx │ │ │ ├── filerenderer.tsx │ │ │ └── markdownrender.tsx │ │ ├── contentheader.tsx │ │ ├── features │ │ │ ├── McpServerSelector │ │ │ │ ├── McpServerSelector.css │ │ │ │ └── McpServerSelector.tsx │ │ │ ├── McpServersConfig │ │ │ │ ├── McpConfigModal.tsx │ │ │ │ ├── McpServerCard.tsx │ │ │ │ ├── McpServersList.tsx │ │ │ │ ├── configForms │ │ │ │ │ ├── JsonForm.tsx │ │ │ │ │ ├── SseServerForm.tsx │ │ │ │ │ └── StdioServerForm.tsx │ │ │ │ └── types.ts │ │ │ └── Plans │ │ │ │ ├── LearnPlanButton.tsx │ │ │ │ ├── PlanCard.tsx │ │ │ │ └── PlanList.tsx │ │ ├── footer.tsx │ │ ├── layout.tsx │ │ ├── settings │ │ │ ├── SettingsModal.tsx │ │ │ ├── hooks │ │ │ │ └── useDefaultModel.ts │ │ │ ├── tabs │ │ │ │ ├── GeneralSettings │ │ │ │ │ ├── AllowedWebsitesList.tsx │ │ │ │ │ └── GeneralSettings.tsx │ │ │ │ ├── advancedSetings │ │ │ │ │ └── AdvancedSettings.tsx │ │ │ │ └── agentSettings │ │ │ │ │ ├── AgentSettingsTab.tsx │ │ │ │ │ └── modelSelector │ │ │ │ │ ├── ModelSelector.tsx │ │ │ │ │ └── modelConfigForms │ │ │ │ │ ├── AzureModelConfigForm.tsx │ │ │ │ │ ├── OllamaModelConfigForm.tsx │ │ │ │ │ ├── OpenAIModelConfigForm.tsx │ │ │ │ │ ├── index.ts │ │ │ │ │ └── types.tsx │ │ │ ├── types.ts │ │ │ ├── utils │ │ │ │ └── modelUtils.ts │ │ │ └── validation.ts │ │ ├── signin.tsx │ │ ├── store.tsx │ │ ├── types │ │ │ ├── app.ts │ │ │ ├── datamodel.ts │ │ │ └── plan.ts │ │ ├── utils.ts │ │ └── views │ │ │ ├── api.ts │ │ │ ├── atoms.tsx │ │ │ ├── chat │ │ │ ├── DetailViewer │ │ │ │ ├── FeedbackForm.tsx │ │ │ │ ├── SecurityBanner.tsx │ │ │ │ ├── browser_iframe.tsx │ │ │ │ ├── browser_modal.tsx │ │ │ │ └── fullscreen_overlay.tsx │ │ │ ├── approval_buttons.tsx │ │ │ ├── chat.tsx │ │ │ ├── chatinput.tsx │ │ │ ├── chatview.css │ │ │ ├── detail_viewer.tsx │ │ │ ├── plan.tsx │ │ │ ├── progressbar.tsx │ │ │ ├── relevant_plans.tsx │ │ │ ├── rendermessage.tsx │ │ │ ├── rendersentinelstep.tsx │ │ │ ├── runview.tsx │ │ │ ├── sampletasks.tsx │ │ │ └── types.ts │ │ │ ├── magentic_ui_manager.tsx │ │ │ ├── manager.tsx │ │ │ ├── session_editor.tsx │ │ │ ├── sidebar.tsx │ │ │ ├── statusicon.tsx │ │ │ └── types.ts │ ├── hooks │ │ ├── provider.tsx │ │ └── store.tsx │ ├── images │ │ ├── icon.png │ │ └── landing │ │ │ ├── nodata.svg │ │ │ └── welcome.svg │ ├── index.d.ts │ ├── pages │ │ ├── 404.tsx │ │ └── index.tsx │ └── styles │ │ ├── Open_Sans │ │ ├── OpenSans-Italic-VariableFont_wdth,wght.ttf │ │ └── OpenSans-VariableFont_wdth,wght.ttf │ │ └── global.css ├── static │ └── images │ │ └── bg │ │ └── layeredbg.svg ├── tailwind.config.js ├── tsconfig.json └── yarn.lock ├── pyproject.toml ├── pytest.ini ├── samples ├── README.md ├── sample_azure_agent.py ├── sample_coder.py ├── sample_file_surfer.py └── sample_web_surfer.py ├── src └── magentic_ui │ ├── __init__.py │ ├── _cli.py │ ├── _docker.py │ ├── agents │ ├── __init__.py │ ├── _coder.py │ ├── _user_proxy.py │ ├── _utils.py │ ├── file_surfer │ │ ├── __init__.py │ │ ├── _browser_code_helpers.py │ │ ├── _code_markdown_file_browser.py │ │ ├── _file_surfer.py │ │ └── _tool_definitions.py │ ├── mcp │ │ ├── __init__.py │ │ ├── _agent.py │ │ └── _config.py │ ├── users │ │ ├── __init__.py │ │ ├── _dummy_user_proxy.py │ │ └── _metadata_user_proxy.py │ └── web_surfer │ │ ├── __init__.py │ │ ├── _cua_web_surfer.py │ │ ├── _events.py │ │ ├── _prompts.py │ │ ├── _set_of_mark.py │ │ ├── _tool_definitions.py │ │ ├── _web_surfer.py │ │ └── fara │ │ ├── __init__.py │ │ ├── _fara_web_surfer.py │ │ ├── _prompts.py │ │ └── qwen_helpers │ │ ├── __init__.py │ │ ├── base_tool.py │ │ ├── fncall_prompt.py │ │ ├── schema.py │ │ └── utils.py │ ├── approval_guard.py │ ├── backend │ ├── README.md │ ├── __init__.py │ ├── cli.py │ ├── database │ │ ├── __init__.py │ │ ├── db_manager.py │ │ └── schema_manager.py │ ├── datamodel │ │ ├── __init__.py │ │ ├── db.py │ │ └── types.py │ ├── teammanager │ │ ├── __init__.py │ │ └── teammanager.py │ ├── utils │ │ ├── __init__.py │ │ └── utils.py │ └── web │ │ ├── __init__.py │ │ ├── app.py │ │ ├── config.py │ │ ├── deps.py │ │ ├── initialization.py │ │ ├── managers │ │ ├── __init__.py │ │ └── connection.py │ │ └── routes │ │ ├── __init__.py │ │ ├── mcp.py │ │ ├── plans.py │ │ ├── runs.py │ │ ├── sessions.py │ │ ├── settingsroute.py │ │ ├── teams.py │ │ ├── validation.py │ │ └── ws.py │ ├── cli │ ├── __init__.py │ └── pretty_console.py │ ├── eval │ ├── README.md │ ├── __init__.py │ ├── basesystem.py │ ├── benchmark.py │ ├── benchmarks │ │ ├── README.md │ │ ├── __init__.py │ │ ├── assistantbench │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── assistantbench.py │ │ │ └── evaluate_utils │ │ │ │ ├── LICENSE │ │ │ │ ├── __init__.py │ │ │ │ ├── assistantbench_evaluator.py │ │ │ │ ├── evaluate_dicts.py │ │ │ │ ├── evaluate_factory.py │ │ │ │ ├── evaluate_numbers.py │ │ │ │ ├── evaluate_strings.py │ │ │ │ ├── readme.md │ │ │ │ └── utils.py │ │ ├── baseqa.py │ │ ├── bearcubs │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ └── bearcubs.py │ │ ├── custom │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ └── custom.py │ │ ├── gaia │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ └── gaia.py │ │ ├── gpqa │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ └── gpqa.py │ │ ├── simpleqa │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── prompts.py │ │ │ └── simpleqa.py │ │ ├── webgames │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ └── webgames.py │ │ └── webvoyager │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ └── webvoyager.py │ ├── core.py │ ├── evaluators.py │ ├── models.py │ ├── systems │ │ ├── __init__.py │ │ ├── example.py │ │ └── llm_system.py │ └── utils.py │ ├── guarded_action.py │ ├── input_func.py │ ├── learning │ ├── __init__.py │ ├── learner.py │ └── memory_provider.py │ ├── magentic_ui_config.py │ ├── task_team.py │ ├── teams │ ├── __init__.py │ ├── orchestrator │ │ ├── __init__.py │ │ ├── _group_chat.py │ │ ├── _orchestrator.py │ │ ├── _prompts.py │ │ ├── _sentinel_prompts.py │ │ ├── _utils.py │ │ └── orchestrator_config.py │ └── roundrobin_orchestrator.py │ ├── tools │ ├── __init__.py │ ├── bing_search.py │ ├── mcp │ │ ├── __init__.py │ │ └── _aggregate_workbench.py │ ├── playwright │ │ ├── __init__.py │ │ ├── browser │ │ │ ├── __init__.py │ │ │ ├── base_playwright_browser.py │ │ │ ├── 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