Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.11.0 · метрики 1.13.0 · 2026-07-15 10:59 UTC

microsoft / agent-framework

A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.

Python · C#MIT★ 12 131 зірка⑂ 2 035 форківз квіт. 2025 р.Переглянути на GitHub ↗
#agent-framework#agentic-ai#agents#ai#dotnet#multi-agent#orchestration#python#sdk#workflows

microsoft/agent-framework має індекс здоров’я 89 зі 100, що відповідає смузі «Відмінний». Найвищий показник — Vitality (100/100), найнижчий — Security (64/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 6 учасників.

89
загалом / 100
Відмінний

Індекс здоров'я програмного забезпечення

Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.

89
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.

Власність

MicrosoftОрганізація
125 172 підписники8 189 публічних репозиторіївз груд. 2013 р.

За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
PyPIagent-framework1.11.0-515 днів тому

Метрики за категоріями

Життєздатність

Чи живий проєкт — чи пишеться код і чи виходять релізи?

100Відмінний · 22% загального індексу

Активність розробки

100Відмінний
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
36/36Ритм комітів — 52/52 тижнів із комітами
18/18Обсяг комітів — 2 495 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year2 495
human_commit_share—
days_since_last_push0
active_weeks_last_year52

Дисципліна релізів

100Відмінний
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 100 релізів
36/36Свіжість релізів — останній реліз 5 дн. тому
27/27Ритм релізів — реліз кожні ~3,9 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count100
latest_release_tagpython-1.11.0
releases_from_tagsні
days_since_latest_release5
mean_days_between_releases3,9
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.

Спільнота та впровадження

Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?

94Відмінний · 18% загального індексу

Популярність і впровадження

96Відмінний
Як обчислюється оцінка
60/60Зірки — 12 131 зірок
25/25Форки — 2 035 форків
11.3/15Спостерігачі — 107 спостерігачів
Використані вхідні дані
forks2 035
stars12 131
watchers107
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Здоров'я спільноти

92Відмінний
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
18/18Настанови CONTRIBUTING
13.5/13.5Кодекс поведінки
0/7.2Шаблон issue
6.3/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductтак
has_pull_request_templateтак

Сталість та врядування

Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?

88Відмінний · 24% загального індексу

Стійкість мейнтейнерів (бас-фактор)

92Відмінний
Як обчислюється оцінка
48.6/54Бас-фактор — на 6 контриб’ютор(ів) припадає половина всіх комітів
20/22.5Розподіл комітів — головний контриб’ютор — автор 11% комітів
13.5/13.5Широта контриб’юторів — 100 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations
Використані вхідні дані
bus_factor6
contributors_sampled100
top_contributor_share0,11

Реактивність на issue та PR

81Добрий
Як обчислюється оцінка
38.8/46.8Вирішення issue — закрито 83% issue
29/38.3Прийняття PR — злито 2 775/3 660 вирішених PR
13.5/15OpenSSF Scorecard: Code-Review — Found 29/30 approved changesets -- score normalized to 9
Використані вхідні дані
merged_prs2 775
open_issues498
closed_issues2 457
issue_closed_ratio0,831
closed_unmerged_prs885

Власність та опіка

80Добрий
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
25/25Охоплення власника — 125 172 підписників у microsoft
25/25Послужний список — 8 189 публічних репозиторіїв, вік облікового запису ~12 р.
Використані вхідні дані
followers125 172
owner_typeOrganization
is_verified—
owner_loginmicrosoft
public_repos8 189
account_age_days4 599

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 5 дн. тому
20/20Історія версій — 51 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesagent-framework
ecosystemspypi
any_deprecatedні
min_days_since_publish5

Інженерна якість

Чи наявні базові інженерні практики та документація?

96Відмінний · 20% загального індексу

Інженерні практики

100Відмінний
Як обчислюється оцінка
24/24Процеси CI — 26 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — eslint.config.js
9.6/9.6Pre-commit-хуки
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigтак
has_linter_configтак
has_precommit_configтак

Документація

90Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://aka.ms/agent-framework
10/10Опис репозиторію
10/10Теми — 10 тем
0/10Wiki
Використані вхідні дані
topicsagent-framework, agentic-ai, agents, ai, dotnet, multi-agent, orchestration, python, sdk, workflows
has_wikiні
homepagehttps://aka.ms/agent-framework
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?

64Помірний · 16% загального індексу

Стан безпеки

64Помірний
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6.8/7.5Code-Review — Found 29/30 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 8 contributing companies or organizations
0/10Dangerous-Workflow — dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — немає даних
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
3.5/5SAST — SAST tool detected but not run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6,4
Виключено з оцінювання (немає даних або не застосовно): packaging, signed_releases. Залишкові ваги перенормовано.

Готовність до ШІ

Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.

71Добрий · 0% загального індексу

Контекст і настанови для агентів

75Добрий
Як обчислюється оцінка
45/45Інструкції для агентів — .github/copilot-instructions.md, .github/instructions/durabletask-dotnet.instructions.md, docs/features/durable-agents/AGENTS.md, dotnet/AGENTS.md, dotnet/samples/AGENTS.md, python/AGENTS.md, python/packages/a2a/AGENTS.md, python/packages/ag-ui/AGENTS.md, python/packages/anthropic/AGENTS.md, python/packages/azure-ai-search/AGENTS.md, python/packages/azure-contentunderstanding/AGENTS.md, python/packages/azure-cosmos/AGENTS.md, python/packages/azurefunctions/AGENTS.md, python/packages/bedrock/AGENTS.md, python/packages/chatkit/AGENTS.md, python/packages/claude/AGENTS.md, python/packages/copilotstudio/AGENTS.md, python/packages/core/AGENTS.md, python/packages/declarative/AGENTS.md, python/packages/devui/AGENTS.md, python/packages/durabletask/AGENTS.md, python/packages/foundry_local/AGENTS.md, python/packages/gemini/AGENTS.md, python/packages/github_copilot/AGENTS.md, python/packages/lab/AGENTS.md, python/packages/mem0/AGENTS.md, python/packages/mistral/AGENTS.md, python/packages/monty/AGENTS.md, python/packages/ollama/AGENTS.md, python/packages/openai/AGENTS.md, python/packages/purview/AGENTS.md, python/packages/redis/AGENTS.md, python/samples/AGENTS.md
0/15Машиночитана документація (llms.txt)
0/40Читабельна історія комітів — немає даних
Використані вхідні дані
has_llms_txtні
legible_history_share—
agent_instruction_files.github/copilot-instructions.md, .github/instructions/durabletask-dotnet.instructions.md, docs/features/durable-agents/AGENTS.md, dotnet/AGENTS.md, dotnet/samples/AGENTS.md, python/AGENTS.md, python/packages/a2a/AGENTS.md, python/packages/ag-ui/AGENTS.md, python/packages/anthropic/AGENTS.md, python/packages/azure-ai-search/AGENTS.md, python/packages/azure-contentunderstanding/AGENTS.md, python/packages/azure-cosmos/AGENTS.md, python/packages/azurefunctions/AGENTS.md, python/packages/bedrock/AGENTS.md, python/packages/chatkit/AGENTS.md, python/packages/claude/AGENTS.md, python/packages/copilotstudio/AGENTS.md, python/packages/core/AGENTS.md, python/packages/declarative/AGENTS.md, python/packages/devui/AGENTS.md, python/packages/durabletask/AGENTS.md, python/packages/foundry_local/AGENTS.md, python/packages/gemini/AGENTS.md, python/packages/github_copilot/AGENTS.md, python/packages/lab/AGENTS.md, python/packages/mem0/AGENTS.md, python/packages/mistral/AGENTS.md, python/packages/monty/AGENTS.md, python/packages/ollama/AGENTS.md, python/packages/openai/AGENTS.md, python/packages/purview/AGENTS.md, python/packages/redis/AGENTS.md, python/samples/AGENTS.md
agent_instruction_max_bytes37 605
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.

Цикл верифікації (збірка / тести / перевірка типів)

69Помірний
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — eslint.config.js
11/11Статична перевірка типів — python/packages/ag-ui/agent_framework_ag_ui/py.typed, python/packages/azurefunctions/agent_framework_azurefunctions/py.typed, python/packages/chatkit/agent_framework_chatkit/py.typed, python/packages/core/agent_framework/py.typed, python/packages/devui/frontend/tsconfig.json, python/packages/durabletask/agent_framework_durabletask/py.typed, python/packages/foundry_local/agent_framework_foundry_local/py.typed, python/packages/gemini/agent_framework_gemini/py.typed, python/packages/hyperlight/agent_framework_hyperlight/py.typed, python/packages/lab/gaia/agent_framework_lab_gaia/py.typed, python/packages/lab/lightning/agent_framework_lab_lightning/py.typed, python/packages/lab/tau2/agent_framework_lab_tau2/py.typed, python/packages/mistral/agent_framework_mistral/py.typed, python/packages/monty/agent_framework_monty/py.typed, python/packages/ollama/agent_framework_ollama/py.typed, python/packages/openai/agent_framework_openai/py.typed, python/packages/orchestrations/agent_framework_orchestrations/py.typed, python/packages/tools/agent_framework_tools/py.typed, python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend/tsconfig.json, python/samples/05-end-to-end/chatkit-integration/frontend/tsconfig.json, python/samples/autogen-migration/pyrightconfig.json
10/10Відтворюване середовище — devcontainer, Dockerfile, lockfile
0/10Підтверджена практика роботи з агентами — немає даних
5/8Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно
3/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
Використані вхідні дані
has_nixні
has_testsтак
lockfilespackage-lock.json, uv.lock, yarn.lock
has_dockerfileтак
typed_languageні
bootstrap_files—
has_devcontainerтак
has_linter_configтак
typecheck_configspython/packages/ag-ui/agent_framework_ag_ui/py.typed, python/packages/azurefunctions/agent_framework_azurefunctions/py.typed, python/packages/chatkit/agent_framework_chatkit/py.typed, python/packages/core/agent_framework/py.typed, python/packages/devui/frontend/tsconfig.json, python/packages/durabletask/agent_framework_durabletask/py.typed, python/packages/foundry_local/agent_framework_foundry_local/py.typed, python/packages/gemini/agent_framework_gemini/py.typed, python/packages/hyperlight/agent_framework_hyperlight/py.typed, python/packages/lab/gaia/agent_framework_lab_gaia/py.typed, python/packages/lab/lightning/agent_framework_lab_lightning/py.typed, python/packages/lab/tau2/agent_framework_lab_tau2/py.typed, python/packages/mistral/agent_framework_mistral/py.typed, python/packages/monty/agent_framework_monty/py.typed, python/packages/ollama/agent_framework_ollama/py.typed, python/packages/openai/agent_framework_openai/py.typed, python/packages/orchestrations/agent_framework_orchestrations/py.typed, python/packages/tools/agent_framework_tools/py.typed, python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend/tsconfig.json, python/samples/05-end-to-end/chatkit-integration/frontend/tsconfig.json, python/samples/autogen-migration/pyrightconfig.json
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
Виключено з оцінювання (немає даних або не застосовно): Підтверджена практика роботи з агентами. Залишкові ваги перенормовано.

Читабельність коду для моделей

81Добрий
Як обчислюється оцінка
27/45Типізований код — Python з конфігурацією перевірки типів (python/packages/ag-ui/agent_framework_ag_ui/py.typed, python/packages/azurefunctions/agent_framework_azurefunctions/py.typed, python/packages/chatkit/agent_framework_chatkit/py.typed, python/packages/core/agent_framework/py.typed, python/packages/devui/frontend/tsconfig.json, python/packages/durabletask/agent_framework_durabletask/py.typed, python/packages/foundry_local/agent_framework_foundry_local/py.typed, python/packages/gemini/agent_framework_gemini/py.typed, python/packages/hyperlight/agent_framework_hyperlight/py.typed, python/packages/lab/gaia/agent_framework_lab_gaia/py.typed, python/packages/lab/lightning/agent_framework_lab_lightning/py.typed, python/packages/lab/tau2/agent_framework_lab_tau2/py.typed, python/packages/mistral/agent_framework_mistral/py.typed, python/packages/monty/agent_framework_monty/py.typed, python/packages/ollama/agent_framework_ollama/py.typed, python/packages/openai/agent_framework_openai/py.typed, python/packages/orchestrations/agent_framework_orchestrations/py.typed, python/packages/tools/agent_framework_tools/py.typed, python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend/tsconfig.json, python/samples/05-end-to-end/chatkit-integration/frontend/tsconfig.json, python/samples/autogen-migration/pyrightconfig.json)
53.8/55Керовані розміри файлів — 72/3 378 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes834 074
source_files_sampled3 378
oversized_source_files72

Машиночитні інтерфейси

60Помірний
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
20/20Сервер MCP
40/40Придатні до запуску приклади — demos, sample, samples
Використані вхідні дані
example_dirsdemos, sample, samples
has_mcp_signalтак
api_schema_files—

Ключові факти

12 131зірок GitHub
100контриб'юторів
2 495комітів за останні 12 місяців
0днів від останнього пушу
100релізів
6бас-фактор
498відкритих issue
PyPIпакетних екосистем

Докладніше

OpenSSF Scorecard 6.4 / 10
6.4сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-15 10:58 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 29/30 approved changesets -- score normalized to 9
10Contributorsproject has 8 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
н/дPackagingpackaging workflow not detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
7SASTSAST tool detected but not run on all commits
10Security-Policysecurity policy file detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
8Vulnerabilities2 existing vulnerabilities detected
Прямі залежності 1
РеєстрПакетОбмеження версіїМаніфест
PyPIagent-framework-core==1.11.0python/pyproject.toml
Усі залежності 930

Повний розв'язаний набір залежностей із графа залежностей GitHub: 2 прямих і 928 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPIagent-framework-core—пряма
PyPIagent-framework-core1.11.0пряма
npm@babel/code-frame7.29.7непряма
npm@babel/compat-data7.29.7непряма
npm@babel/core7.29.7непряма
npm@babel/generator7.29.7непряма
npm@babel/helper-compilation-targets7.29.7непряма
npm@babel/helper-globals7.29.7непряма
npm@babel/helper-module-imports7.29.7непряма
npm@babel/helper-module-transforms7.29.7непряма
npm@babel/helper-plugin-utils7.27.1непряма
npm@babel/helper-string-parser7.27.1непряма
npm@babel/helper-string-parser7.29.7непряма
npm@babel/helper-validator-identifier7.27.1непряма
npm@babel/helper-validator-identifier7.29.7непряма
npm@babel/helper-validator-option7.29.7непряма
npm@babel/helpers7.29.7непряма
npm@babel/parser7.29.7непряма
npm@babel/parser7.28.3непряма
npm@babel/plugin-transform-react-jsx-self7.27.1непряма
npm@babel/plugin-transform-react-jsx-source7.27.1непряма
npm@babel/template7.29.7непряма
npm@babel/traverse7.29.7непряма
npm@babel/types7.28.2непряма
npm@babel/types7.29.7непряма
npm@emnapi/core1.10.0непряма
npm@emnapi/core1.11.0непряма
npm@emnapi/runtime1.10.0непряма
npm@emnapi/runtime1.11.0непряма
npm@emnapi/wasi-threads1.2.1непряма
npm@emnapi/wasi-threads1.2.2непряма
npm@eslint-community/eslint-utils4.7.0непряма
npm@eslint-community/regexpp4.12.1непряма
npm@eslint/config-array0.21.0непряма
npm@eslint/config-helpers0.3.1непряма
npm@eslint/core0.15.2непряма
npm@eslint/eslintrc3.3.1непряма
npm@eslint/js9.33.0непряма
npm@eslint/object-schema2.1.6непряма
npm@eslint/plugin-kit0.3.5непряма
npm@floating-ui/core1.7.3непряма
npm@floating-ui/dom1.7.4непряма
npm@floating-ui/react-dom2.1.6непряма
npm@floating-ui/utils0.2.10непряма
npm@humanfs/core0.19.1непряма
npm@humanfs/node0.16.6непряма
npm@humanwhocodes/module-importer1.0.1непряма
npm@humanwhocodes/retry0.4.3непряма
npm@humanwhocodes/retry0.3.1непряма
npm@jridgewell/gen-mapping0.3.13непряма
npm@jridgewell/remapping2.3.5непряма
npm@jridgewell/resolve-uri3.1.2непряма
npm@jridgewell/sourcemap-codec1.5.5непряма
npm@jridgewell/trace-mapping0.3.30непряма
npm@napi-rs/wasm-runtime1.1.5непряма
npm@napi-rs/wasm-runtime1.1.4непряма
npm@nodelib/fs.scandir2.1.5непряма
npm@nodelib/fs.stat2.0.5непряма
npm@nodelib/fs.walk1.2.8непряма
npm@openai/chatkit0.0.0непряма
npm@openai/chatkit-react0.0.0непряма
npm@oxc-project/types0.133.0непряма
npm@radix-ui/number1.1.1непряма
npm@radix-ui/primitive1.1.3непряма
npm@radix-ui/react-arrow1.1.7непряма
npm@radix-ui/react-checkbox1.3.3непряма
npm@radix-ui/react-collection1.1.7непряма
npm@radix-ui/react-compose-refs1.1.2непряма
npm@radix-ui/react-context1.1.2непряма
npm@radix-ui/react-direction1.1.1непряма
npm@radix-ui/react-dismissable-layer1.1.11непряма
npm@radix-ui/react-dropdown-menu2.1.16непряма
npm@radix-ui/react-focus-guards1.1.3непряма
npm@radix-ui/react-focus-scope1.1.7непряма
npm@radix-ui/react-id1.1.1непряма
npm@radix-ui/react-label2.1.7непряма
npm@radix-ui/react-menu2.1.16непряма
npm@radix-ui/react-popper1.2.8непряма
npm@radix-ui/react-portal1.1.9непряма
npm@radix-ui/react-presence1.1.5непряма
npm@radix-ui/react-primitive2.1.3непряма
npm@radix-ui/react-roving-focus1.1.11непряма
npm@radix-ui/react-scroll-area1.2.10непряма
npm@radix-ui/react-select2.2.6непряма
npm@radix-ui/react-separator1.1.7непряма
npm@radix-ui/react-slot1.2.3непряма
npm@radix-ui/react-switch1.2.6непряма
npm@radix-ui/react-tabs1.1.13непряма
npm@radix-ui/react-tooltip1.2.8непряма
npm@radix-ui/react-use-callback-ref1.1.1непряма
npm@radix-ui/react-use-controllable-state1.2.2непряма
npm@radix-ui/react-use-effect-event0.0.2непряма
npm@radix-ui/react-use-escape-keydown1.1.1непряма
npm@radix-ui/react-use-layout-effect1.1.1непряма
npm@radix-ui/react-use-previous1.1.1непряма
npm@radix-ui/react-use-rect1.1.1непряма
npm@radix-ui/react-use-size1.1.1непряма
npm@radix-ui/react-visually-hidden1.2.3непряма
npm@radix-ui/rect1.1.1непряма
npm@rolldown/binding-android-arm641.0.3непряма
npm@rolldown/binding-darwin-arm641.0.3непряма
npm@rolldown/binding-darwin-x641.0.3непряма
npm@rolldown/binding-freebsd-x641.0.3непряма
npm@rolldown/binding-linux-arm-gnueabihf1.0.3непряма
npm@rolldown/binding-linux-arm64-gnu1.0.3непряма
npm@rolldown/binding-linux-arm64-musl1.0.3непряма
npm@rolldown/binding-linux-ppc64-gnu1.0.3непряма
npm@rolldown/binding-linux-s390x-gnu1.0.3непряма
npm@rolldown/binding-linux-x64-gnu1.0.3непряма
npm@rolldown/binding-linux-x64-musl1.0.3непряма
npm@rolldown/binding-openharmony-arm641.0.3непряма
npm@rolldown/binding-wasm32-wasi1.0.3непряма
npm@rolldown/binding-win32-arm64-msvc1.0.3непряма
npm@rolldown/binding-win32-x64-msvc1.0.3непряма
npm@rolldown/pluginutils1.0.1непряма
npm@rolldown/pluginutils1.0.0-rc.3непряма
npm@swc/core1.15.41непряма
npm@swc/core-darwin-arm641.15.41непряма
npm@swc/core-darwin-x641.15.41непряма
npm@swc/core-linux-arm-gnueabihf1.15.41непряма
npm@swc/core-linux-arm64-gnu1.15.41непряма
npm@swc/core-linux-arm64-musl1.15.41непряма
npm@swc/core-linux-ppc64-gnu1.15.41непряма
npm@swc/core-linux-s390x-gnu1.15.41непряма
npm@swc/core-linux-x64-gnu1.15.41непряма
npm@swc/core-linux-x64-musl1.15.41непряма
npm@swc/core-win32-arm64-msvc1.15.41непряма
npm@swc/core-win32-ia32-msvc1.15.41непряма
npm@swc/core-win32-x64-msvc1.15.41непряма
npm@swc/counter0.1.3непряма
npm@swc/types0.1.27непряма
npm@tailwindcss/node4.3.1непряма
npm@tailwindcss/oxide4.3.1непряма
npm@tailwindcss/oxide-android-arm644.3.1непряма
npm@tailwindcss/oxide-darwin-arm644.3.1непряма
npm@tailwindcss/oxide-darwin-x644.3.1непряма
npm@tailwindcss/oxide-freebsd-x644.3.1непряма
npm@tailwindcss/oxide-linux-arm-gnueabihf4.3.1непряма
npm@tailwindcss/oxide-linux-arm64-gnu4.3.1непряма
npm@tailwindcss/oxide-linux-arm64-musl4.3.1непряма
npm@tailwindcss/oxide-linux-x64-gnu4.3.1непряма
npm@tailwindcss/oxide-linux-x64-musl4.3.1непряма
npm@tailwindcss/oxide-wasm32-wasi4.3.1непряма
npm@tailwindcss/oxide-win32-arm64-msvc4.3.1непряма
npm@tailwindcss/oxide-win32-x64-msvc4.3.1непряма
npm@tailwindcss/vite4.3.1непряма
npm@tybys/wasm-util0.10.2непряма
npm@types/babel__core7.20.5непряма
npm@types/babel__generator7.27.0непряма
npm@types/babel__template7.4.4непряма
npm@types/babel__traverse7.28.0непряма
npm@types/d3-color3.1.3непряма
npm@types/d3-drag3.0.7непряма
npm@types/d3-interpolate3.0.4непряма
npm@types/d3-selection3.0.11непряма
npm@types/d3-transition3.0.9непряма
npm@types/d3-zoom3.0.8непряма
npm@types/estree1.0.8непряма
npm@types/json-schema7.0.15непряма
npm@types/node22.19.11непряма
npm@types/node24.3.0непряма
npm@types/prop-types15.7.15непряма
npm@types/react18.3.28непряма
npm@types/react19.2.2непряма
npm@types/react19.1.10непряма
npm@types/react-dom18.3.7непряма
npm@types/react-dom19.2.1непряма
npm@types/react-dom19.1.7непряма
npm@typescript-eslint/eslint-plugin8.40.0непряма
npm@typescript-eslint/parser8.40.0непряма
npm@typescript-eslint/project-service8.40.0непряма
npm@typescript-eslint/scope-manager8.40.0непряма
npm@typescript-eslint/tsconfig-utils8.40.0непряма
npm@typescript-eslint/type-utils8.40.0непряма
npm@typescript-eslint/types8.40.0непряма
npm@typescript-eslint/typescript-estree8.40.0непряма
npm@typescript-eslint/utils8.40.0непряма
npm@typescript-eslint/visitor-keys8.40.0непряма
npm@vitejs/plugin-react6.0.2непряма
npm@vitejs/plugin-react5.2.0непряма
npm@vitejs/plugin-react-swc4.3.1непряма
npm@xyflow/react12.8.4непряма
npm@xyflow/system0.0.68непряма
npmacorn8.15.0непряма
npmacorn-jsx5.3.2непряма
npmajv6.12.6непряма
npmansi-styles4.3.0непряма
npmargparse2.0.1непряма
npmaria-hidden1.2.6непряма
npmbalanced-match1.0.2непряма
npmbaseline-browser-mapping2.10.37непряма
npmbrace-expansion2.0.2непряма
npmbrace-expansion1.1.12непряма
npmbraces3.0.3непряма
npmbrowserslist4.25.3непряма
npmbrowserslist4.28.2непряма
npmcallsites3.1.0непряма
npmcaniuse-lite1.0.30001736непряма
npmcaniuse-lite1.0.30001799непряма
npmchalk4.1.2непряма
npmclass-variance-authority0.7.1непряма
npmclasscat5.0.5непряма
npmclsx2.1.1непряма
npmcolor-convert2.0.1непряма
npmcolor-name1.1.4непряма
npmconcat-map0.0.1непряма
npmconvert-source-map2.0.0непряма
npmcross-spawn7.0.6непряма
npmcsstype3.2.3непряма
npmcsstype3.1.3непряма
npmd3-color3.1.0непряма
npmd3-dispatch3.0.1непряма
npmd3-drag3.0.0непряма
npmd3-ease3.0.1непряма
npmd3-interpolate3.0.1непряма
npmd3-selection3.0.0непряма
npmd3-timer3.0.1непряма
npmd3-transition3.0.1непряма
npmd3-zoom3.0.0непряма
npmdebug4.4.1непряма
npmdeep-is0.1.4непряма
npmdetect-libc2.1.2непряма
npmdetect-libc2.0.4непряма
npmdetect-node-es1.1.0непряма
npmelectron-to-chromium1.5.208непряма
npmelectron-to-chromium1.5.372непряма
npmenhanced-resolve5.21.6непряма
npmescalade3.2.0непряма
npmescape-string-regexp4.0.0непряма
npmeslint9.33.0непряма
npmeslint-plugin-react-hooks5.2.0непряма
npmeslint-plugin-react-refresh0.4.20непряма
npmeslint-scope8.4.0непряма
npmeslint-visitor-keys4.2.1непряма
npmeslint-visitor-keys3.4.3непряма
npmespree10.4.0непряма
npmesquery1.6.0непряма
npmesrecurse4.3.0непряма
npmestraverse5.3.0непряма
npmesutils2.0.3непряма
npmfast-deep-equal3.1.3непряма
npmfast-glob3.3.3непряма
npmfast-json-stable-stringify2.1.0непряма
npmfast-levenshtein2.0.6непряма
npmfastq1.19.1непряма
npmfdir6.5.0непряма
npmfile-entry-cache8.0.0непряма
npmfill-range7.1.1непряма
npmfind-up5.0.0непряма
npmflat-cache4.0.1непряма
npmflatted3.4.2непряма
npmfsevents2.3.3непряма
npmgensync1.0.0-beta.2непряма
npmget-nonce1.0.1непряма
npmglob-parent5.1.2непряма
npmglob-parent6.0.2непряма
npmglobals16.3.0непряма
npmglobals14.0.0непряма
npmgraceful-fs4.2.11непряма
npmgraphemer1.4.0непряма
npmhas-flag4.0.0непряма
npmignore5.3.2непряма
npmignore7.0.5непряма
npmimport-fresh3.3.1непряма
npmimurmurhash0.1.4непряма
npmis-extglob2.1.1непряма
npmis-glob4.0.3непряма
npmis-number7.0.0непряма
npmisexe2.0.0непряма
npmjiti2.7.0непряма
npmjs-tokens4.0.0непряма
npmjs-yaml4.3.0непряма
npmjsesc3.1.0непряма
npmjson-buffer3.0.1непряма
npmjson-schema-traverse0.4.1непряма
npmjson-stable-stringify-without-jsonify1.0.1непряма
npmjson52.2.3непряма
npmkeyv4.5.4непряма
npmlevn0.4.1непряма
npmlightningcss1.32.0непряма
npmlightningcss-android-arm641.32.0непряма
npmlightningcss-darwin-arm641.32.0непряма
npmlightningcss-darwin-x641.32.0непряма
npmlightningcss-freebsd-x641.32.0непряма
npmlightningcss-linux-arm-gnueabihf1.32.0непряма
npmlightningcss-linux-arm64-gnu1.32.0непряма
npmlightningcss-linux-arm64-musl1.32.0непряма
npmlightningcss-linux-x64-gnu1.32.0непряма
npmlightningcss-linux-x64-musl1.32.0непряма
npmlightningcss-win32-arm64-msvc1.32.0непряма
npmlightningcss-win32-x64-msvc1.32.0непряма
npmlocate-path6.0.0непряма
npmlodash.merge4.6.2непряма
npmloose-envify1.4.0непряма
npmlru-cache5.1.1непряма
npmlucide-react0.540.0непряма
npmmagic-string0.30.21непряма
npmmerge21.4.1непряма
npmmicromatch4.0.8непряма
npmminimatch9.0.9непряма
npmminimatch3.1.5непряма
npmms2.1.3непряма
npmnanoid3.3.12непряма
npmnanoid3.3.13непряма
npmnatural-compare1.4.0непряма
npmnext-themes0.4.6непряма
npmnode-releases2.0.19непряма
npmnode-releases2.0.47непряма
npmoptionator0.9.4непряма
npmp-limit3.1.0непряма
npmp-locate5.0.0непряма
npmparent-module1.0.1непряма
npmpath-exists4.0.0непряма
npmpath-key3.1.1непряма
npmpicocolors1.1.1непряма
npmpicomatch4.0.4непряма
npmpicomatch2.3.2непряма
npmpostcss8.5.15непряма
npmprelude-ls1.2.1непряма
npmpunycode2.3.1непряма
npmqueue-microtask1.2.3непряма
npmreact18.3.1непряма
npmreact19.2.0непряма
npmreact19.1.1непряма
npmreact-dom18.3.1непряма
npmreact-dom19.2.0непряма
npmreact-dom19.1.1непряма
npmreact-refresh0.18.0непряма
npmreact-remove-scroll2.7.1непряма
npmreact-remove-scroll-bar2.3.8непряма
npmreact-style-singleton2.2.3непряма
npmresolve-from4.0.0непряма
npmreusify1.1.0непряма
npmrolldown1.0.3непряма
npmrun-parallel1.2.0непряма
npmscheduler0.23.2непряма
npmscheduler0.27.0непряма
npmscheduler0.26.0непряма
npmsemver7.7.2непряма
npmsemver6.3.1непряма
npmshebang-command2.0.0непряма
npmshebang-regex3.0.0непряма
npmsource-map-js1.2.1непряма
npmstrip-json-comments3.1.1непряма
npmsupports-color7.2.0непряма
npmtailwind-merge3.3.1непряма
npmtailwindcss4.3.1непряма
npmtapable2.3.3непряма
npmtinyglobby0.2.17непряма
npmto-regex-range5.0.1непряма
npmts-api-utils2.1.0непряма
npmtslib2.8.1непряма
npmtw-animate-css1.3.7непряма
npmtype-check0.4.0непряма
npmtypescript5.9.3непряма
npmtypescript5.8.3непряма
npmtypescript-eslint8.40.0непряма
npmundici-types6.21.0непряма
npmundici-types7.10.0непряма
npmupdate-browserslist-db1.1.3непряма
npmupdate-browserslist-db1.2.3непряма
npmuri-js4.4.1непряма
npmuse-callback-ref1.3.3непряма
npmuse-sidecar1.1.3непряма
npmuse-sync-external-store1.5.0непряма
npmvite8.0.16непряма
npmwhich2.0.2непряма
npmword-wrap1.2.5непряма
npmyallist3.1.1непряма
npmyocto-queue0.1.0непряма
npmzustand4.5.7непряма
npmzustand5.0.8непряма
NuGetA2A—непряма
NuGetA2A.AspNetCore—непряма
NuGetAGUI.Abstractions—непряма
NuGetAGUI.Client—непряма
NuGetAGUI.Server—непряма
NuGetAnthropic—непряма
NuGetAnthropic.Foundry—непряма
NuGetAspire.Azure.AI.Inference—непряма
NuGetAspire.Hosting—непряма
NuGetAspire.Hosting.AppHost—непряма
NuGetAspire.Hosting.Azure.AIFoundry—непряма
NuGetAWSSDK.Extensions.Bedrock.MEAI—непряма
NuGetAzure.AI.Agents.Persistent—непряма
NuGetAzure.AI.AgentServer.Invocations—непряма
NuGetAzure.AI.AgentServer.Responses—непряма
NuGetAzure.AI.OpenAI—непряма
NuGetAzure.AI.Projects—непряма
NuGetAzure.Core—непряма
NuGetAzure.Identity—непряма
NuGetAzure.Identity1.21.0непряма
NuGetAzure.Monitor.OpenTelemetry.Exporter—непряма
NuGetAzure.Search.Documents—непряма
NuGetDotNetEnv—непряма
NuGetFluentAssertions—непряма
NuGetGitHub.Copilot.SDK—непряма
NuGetGoogle.GenAI—непряма
NuGetHyperlight.HyperlightSandbox.Api—непряма
NuGetHyperlight.HyperlightSandbox.Guest.Python—непряма
NuGetMicrosoft.Agents.AI.Foundry1.2.0непряма
NuGetMicrosoft.Agents.CopilotStudio.Client—непряма
NuGetMicrosoft.Agents.ObjectModel—непряма
NuGetMicrosoft.Agents.ObjectModel.Json—непряма
NuGetMicrosoft.Agents.ObjectModel.PowerFx—непряма
NuGetMicrosoft.AspNetCore.Authentication.JwtBearer—непряма
NuGetMicrosoft.AspNetCore.Authentication.OpenIdConnect—непряма
NuGetMicrosoft.AspNetCore.TestHost—непряма
NuGetMicrosoft.Azure.Cosmos—непряма
NuGetMicrosoft.Azure.Functions.Worker—непряма
NuGetMicrosoft.Azure.Functions.Worker.Extensions.DurableTask—непряма
NuGetMicrosoft.Azure.Functions.Worker.Extensions.DurableTask.AzureManaged—непряма
NuGetMicrosoft.Azure.Functions.Worker.Extensions.Http—непряма
NuGetMicrosoft.Azure.Functions.Worker.Extensions.Http.AspNetCore—непряма
NuGetMicrosoft.Azure.Functions.Worker.Extensions.Mcp—непряма
NuGetMicrosoft.Azure.Functions.Worker.Sdk—непряма
NuGetMicrosoft.Bcl.AsyncInterfaces—непряма
NuGetMicrosoft.Bcl.HashCode—непряма
NuGetMicrosoft.CodeAnalysis.Analyzers—непряма
NuGetMicrosoft.CodeAnalysis.CSharp—непряма
NuGetMicrosoft.CodeAnalysis.NetAnalyzers10.0.100непряма
NuGetMicrosoft.DurableTask.Client—непряма
NuGetMicrosoft.DurableTask.Client.AzureManaged—непряма
NuGetMicrosoft.DurableTask.Worker—непряма
NuGetMicrosoft.DurableTask.Worker.AzureManaged—непряма
NuGetMicrosoft.Extensions.AI—непряма
NuGetMicrosoft.Extensions.AI.Abstractions—непряма
NuGetMicrosoft.Extensions.AI.Evaluation—непряма
NuGetMicrosoft.Extensions.AI.OpenAI—непряма
NuGetMicrosoft.Extensions.Caching.Memory—непряма
NuGetMicrosoft.Extensions.Compliance.Abstractions—непряма
NuGetMicrosoft.Extensions.Configuration—непряма
NuGetMicrosoft.Extensions.Configuration.Binder—непряма
NuGetMicrosoft.Extensions.Configuration.EnvironmentVariables—непряма
NuGetMicrosoft.Extensions.Configuration.Json—непряма
NuGetMicrosoft.Extensions.Configuration.UserSecrets—непряма
NuGetMicrosoft.Extensions.DependencyInjection—непряма
NuGetMicrosoft.Extensions.DependencyInjection.Abstractions—непряма
NuGetMicrosoft.Extensions.FileSystemGlobbing—непряма
NuGetMicrosoft.Extensions.Hosting—непряма
NuGetMicrosoft.Extensions.Http.Resilience—непряма
NuGetMicrosoft.Extensions.Logging—непряма
NuGetMicrosoft.Extensions.Logging.Abstractions—непряма
NuGetMicrosoft.Extensions.Logging.Console—непряма
NuGetMicrosoft.Extensions.ServiceDiscovery—непряма
NuGetMicrosoft.Extensions.VectorData.Abstractions—непряма
NuGetMicrosoft.Identity.Client.Extensions.Msal—непряма
NuGetMicrosoft.ML.OnnxRuntimeGenAI—непряма
NuGetMicrosoft.ML.Tokenizers—непряма
NuGetMicrosoft.PowerFx.Interpreter—непряма
NuGetMicrosoft.SemanticKernel.Connectors.InMemory—непряма
NuGetMicrosoft.SemanticKernel.Connectors.Qdrant—непряма
NuGetMicrosoft.VisualStudio.Threading.Analyzers17.14.15непряма
NuGetModelContextProtocol—непряма
NuGetMscc.GenerativeAI.Microsoft—непряма
NuGetNeo4j.AgentFramework.GraphRAG0.1.0-preview.2непряма
NuGetNeo4j.Driver5.28.0непряма
NuGetNewtonsoft.Json—непряма
NuGetOllamaSharp—непряма
NuGetOpenAI—непряма
NuGetOpenTelemetry—непряма
NuGetOpenTelemetry.Api—непряма
NuGetOpenTelemetry.Exporter.Console—непряма
NuGetOpenTelemetry.Exporter.InMemory—непряма
NuGetOpenTelemetry.Exporter.OpenTelemetryProtocol—непряма
NuGetOpenTelemetry.Extensions.Hosting—непряма
NuGetOpenTelemetry.Instrumentation.AspNetCore—непряма
NuGetOpenTelemetry.Instrumentation.Http—непряма
NuGetOpenTelemetry.Instrumentation.Runtime—непряма
NuGetRoslynator.Analyzers4.14.1непряма
NuGetRoslynator.CodeAnalysis.Analyzers4.14.1непряма
NuGetRoslynator.Formatting.Analyzers4.14.1непряма
NuGetStackExchange.Redis—непряма
NuGetSystem.ClientModel—непряма
NuGetSystem.CodeDom—непряма
NuGetSystem.Collections.Immutable—непряма
NuGetSystem.CommandLine—непряма
NuGetSystem.Diagnostics.DiagnosticSource—непряма
NuGetSystem.Linq.AsyncEnumerable—непряма
NuGetSystem.Net.Security—непряма
NuGetSystem.Net.ServerSentEvents—непряма
NuGetSystem.Text.Json—непряма
NuGetSystem.Threading.Channels—непряма
NuGetSystem.Threading.Tasks.Extensions—непряма
NuGetValkey.Glide—непряма
PyPIa2a-sdk—непряма
PyPIa2a-sdk1.1.0непряма
PyPIaddict2.4.0непряма
PyPIag-ui-protocol—непряма
PyPIag-ui-protocol0.1.19непряма
PyPIagent-framework1.11.0непряма
PyPIagent-framework-a2a—непряма
PyPIagent-framework-a2a1.0.0b260709непряма
PyPIagent-framework-ag-ui—непряма
PyPIagent-framework-ag-ui1.0.0rc8непряма
PyPIagent-framework-anthropic—непряма
PyPIagent-framework-anthropic1.0.0b260709непряма
PyPIagent-framework-azure-ai-search—непряма
PyPIagent-framework-azure-ai-search1.0.0b260709непряма
PyPIagent-framework-azure-contentunderstanding1.0.0a260618непряма
PyPIagent-framework-azure-cosmos—непряма
PyPIagent-framework-azure-cosmos1.0.0b260521непряма
PyPIagent-framework-azurefunctions—непряма
PyPIagent-framework-azurefunctions1.0.0b260709непряма
PyPIagent-framework-bedrock—непряма
PyPIagent-framework-bedrock1.0.0b260709непряма
PyPIagent-framework-chatkit—непряма
PyPIagent-framework-chatkit1.0.0b260528непряма
PyPIagent-framework-claude—непряма
PyPIagent-framework-claude1.0.0b260709непряма
PyPIagent-framework-copilotstudio—непряма
PyPIagent-framework-copilotstudio1.0.0b260709непряма
PyPIagent-framework-declarative—непряма
PyPIagent-framework-declarative1.0.0непряма
PyPIagent-framework-devui—непряма
PyPIagent-framework-devui1.0.0b260709непряма
PyPIagent-framework-durabletask—непряма
PyPIagent-framework-durabletask1.0.0b260709непряма
PyPIagent-framework-foundry—непряма
PyPIagent-framework-foundry1.10.1непряма
PyPIagent-framework-foundry-hosting—непряма
PyPIagent-framework-foundry-hosting1.0.0a260709непряма
PyPIagent-framework-foundry-local—непряма
PyPIagent-framework-foundry-local1.0.0b260521непряма
PyPIagent-framework-gemini1.0.0a260709непряма
PyPIagent-framework-github-copilot—непряма
PyPIagent-framework-github-copilot1.0.0rc3непряма
PyPIagent-framework-hosting1.0.0a260709непряма
PyPIagent-framework-hosting-responses1.0.0a260709непряма
PyPIagent-framework-hosting-telegram1.0.0a260709непряма
PyPIagent-framework-hyperlight1.0.0b260709непряма
PyPIagent-framework-lab—непряма
PyPIagent-framework-lab1.0.0b260709непряма
PyPIagent-framework-mem0—непряма
PyPIagent-framework-mem01.0.0b260709непряма
PyPIagent-framework-mistral1.0.0a260709непряма
PyPIagent-framework-monty—непряма
PyPIagent-framework-monty1.0.0a260709непряма
PyPIagent-framework-ollama—непряма
PyPIagent-framework-ollama1.0.0b260709непряма
PyPIagent-framework-openai—непряма
PyPIagent-framework-openai1.10.1непряма
PyPIagent-framework-orchestrations1.0.0rc1непряма
PyPIagent-framework-orchestrations—непряма
PyPIagent-framework-orchestrations1.0.0непряма
PyPIagent-framework-purview—непряма
PyPIagent-framework-purview1.0.0b260709непряма
PyPIagent-framework-redis—непряма
PyPIagent-framework-redis1.0.0b260521непряма
PyPIagent-framework-tools1.0.0a260630непряма
PyPIagentlightning—непряма
PyPIagentlightning0.3.0непряма
PyPIagentops0.4.21непряма
PyPIaiogram—непряма
PyPIaiohappyeyeballs2.7.1непряма
PyPIaiohttp—непряма
PyPIaiohttp3.14.1непряма
PyPIaiologic0.17.1непряма
PyPIaiosignal1.4.0непряма
PyPIannotated-doc0.0.4непряма
PyPIannotated-types0.7.0непряма
PyPIansicon1.89.0непряма
PyPIanthropic—непряма
PyPIanthropic0.116.0непряма
PyPIanyio4.14.1непряма
PyPIappdirs1.4.4непряма
PyPIapscheduler3.11.3непряма
PyPIasgiref3.11.1непряма
PyPIast-serialize0.6.0непряма
PyPIasync-timeout5.0.1непряма
PyPIasyncio4.0.0непряма
PyPIattrs26.1.0непряма
PyPIazure-ai-agentserver-core—непряма
PyPIazure-ai-agentserver-core2.0.0b7непряма
PyPIazure-ai-agentserver-invocations—непряма
PyPIazure-ai-agentserver-invocations1.0.0b6непряма
PyPIazure-ai-agentserver-responses—непряма
PyPIazure-ai-agentserver-responses1.0.0b8непряма
PyPIazure-ai-contentunderstanding—непряма
PyPIazure-ai-contentunderstanding1.2.0b2непряма
PyPIazure-ai-inference—непряма
PyPIazure-ai-inference1.0.0b9непряма
PyPIazure-ai-projects—непряма
PyPIazure-ai-projects2.2.0непряма
PyPIazure-core—непряма
PyPIazure-core1.41.0непряма
PyPIazure-core-tracing-opentelemetry1.0.0b13непряма
PyPIazure-cosmos—непряма
PyPIazure-cosmos4.16.1непряма
PyPIazure-functions—непряма
PyPIazure-functions1.24.0непряма
PyPIazure-functions-durable—непряма
PyPIazure-functions-durable1.6.0непряма
PyPIazure-identity—непряма
PyPIazure-identity1.25.3непряма
PyPIazure-monitor-opentelemetry—непряма
PyPIazure-monitor-opentelemetry1.8.9непряма
PyPIazure-monitor-opentelemetry-exporter1.0.0b55непряма
PyPIazure-search-documents—непряма
PyPIazure-search-documents12.0.0непряма
PyPIazure-storage-blob12.30.0непряма
PyPIbackoff2.2.1непряма
PyPIbackports-asyncio-runner1.2.0непряма
PyPIblessed1.47.0непряма
PyPIblinker1.9.0непряма
PyPIboto3—непряма
PyPIboto31.43.45непряма
PyPIbotocore—непряма
PyPIbotocore1.43.45непряма
PyPIcachebox5.2.3непряма
PyPIcertifi2026.6.17непряма
PyPIcffi2.0.0непряма
PyPIcharset-normalizer3.4.9непряма
PyPIclaude-agent-sdk—непряма
PyPIclaude-agent-sdk0.2.115непряма
PyPIclick8.4.2непряма
PyPIclr-loader0.2.10непряма
PyPIcolorama0.4.6непряма
PyPIcontourpy1.3.3непряма
PyPIcontourpy1.3.2непряма
PyPIcoverage7.15.0непряма
PyPIcroniter6.2.4непряма
PyPIcryptography48.0.1непряма
PyPIculsans0.11.0непряма
PyPIcycler0.12.1непряма
PyPIdebugpy—непряма
PyPIdeepdiff9.1.0непряма
PyPIdistro1.9.0непряма
PyPIdnspython2.8.0непряма
PyPIdocstring-parser0.18.0непряма
PyPIdocutils0.23непряма
PyPIdurabletask—непряма
PyPIdurabletask1.7.2непряма
PyPIdurabletask-azuremanaged—непряма
PyPIdurabletask-azuremanaged1.7.2непряма
PyPIemail-validator2.3.0непряма
PyPIeval-type-backport0.4.0непряма
PyPIexceptiongroup1.3.1непряма
PyPIexecnet2.1.2непряма
PyPIexpression5.6.0непряма
PyPIfastapi—непряма
PyPIfastapi0.138.0непряма
PyPIfastapi-sso0.21.1непряма
PyPIfastuuid0.14.0непряма
PyPIfilelock3.29.7непряма
PyPIfiletype—непряма
PyPIfiletype1.2.0непряма
PyPIflask3.1.3непряма
PyPIflit3.12.0непряма
PyPIflit-core—непряма
PyPIflit-core3.12.0непряма
PyPIfonttools4.63.0непряма
PyPIfoundry-local-sdk—непряма
PyPIfoundry-local-sdk0.5.1непряма
PyPIfrozenlist1.8.0непряма
PyPIfs2.4.16непряма
PyPIfsspec2026.6.0непряма
PyPIfurl2.1.4непряма
PyPIgithub-copilot-sdk—непряма
PyPIgithub-copilot-sdk1.0.2непряма
PyPIgoogle-api-core2.31.0непряма
PyPIgoogle-auth2.55.2непряма
PyPIgoogle-genai—непряма
PyPIgoogle-genai2.11.0непряма
PyPIgoogleapis-common-protos1.75.0непряма
PyPIgpustat1.1.1непряма
PyPIgranian2.7.9непряма
PyPIgraphviz0.21непряма
PyPIgreenlet3.5.3непряма
PyPIgriffelib2.1.0непряма
PyPIgrpcio1.82.1непряма
PyPIgunicorn23.0.0непряма
PyPIh110.16.0непряма
PyPIh24.3.0непряма
PyPIhatchling—непряма
PyPIhf-xet1.5.1непряма
PyPIhpack4.2.0непряма
PyPIhttpcore1.0.9непряма
PyPIhttptools0.8.0непряма
PyPIhttpx—непряма
PyPIhttpx0.28.1непряма
PyPIhttpx-sse0.4.3непряма
PyPIhuggingface-hub—непряма
PyPIhuggingface-hub1.23.0непряма
PyPIhypercorn—непряма
PyPIhypercorn0.18.0непряма
PyPIhyperframe6.1.0непряма
PyPIhyperlight-sandbox—непряма
PyPIhyperlight-sandbox0.4.0непряма
PyPIhyperlight-sandbox-backend-wasm0.4.0непряма
PyPIhyperlight-sandbox-python-guest—непряма
PyPIhyperlight-sandbox-python-guest0.5.0непряма
PyPIidna3.18непряма
PyPIimportlib-metadata8.9.0непряма
PyPIiniconfig2.3.0непряма
PyPIinvoke2.2.1непряма
PyPIisodate0.7.2непряма
PyPIitsdangerous2.2.0непряма
PyPIjinja23.1.6непряма
PyPIjinxed2.1.0непряма
PyPIjiter0.16.0непряма
PyPIjmespath1.1.0непряма
PyPIjoblib1.5.3непряма
PyPIjson-rpc1.15.0непряма
PyPIjsonpath-ng1.8.0непряма
PyPIjsonschema4.26.0непряма
PyPIjsonschema-specifications2025.9.1непряма
PyPIkiwisolver1.5.0непряма
PyPIlangfuse4.13.2непряма
PyPIlibrt0.13.0непряма
PyPIlitellm1.91.1непряма
PyPIlitellm-enterprise0.1.44непряма
PyPIlitellm-proxy-extras0.4.74непряма
PyPIloguru—непряма
PyPIloguru0.7.3непряма
PyPImarkdown-it-py4.2.0непряма
PyPImarkupsafe3.0.3непряма
PyPImatplotlib3.11.0непряма
PyPImatplotlib3.10.9непряма
PyPImcp—непряма
PyPImcp1.28.1непряма
PyPImdurl0.1.2непряма
PyPImem0ai—непряма
PyPImem0ai2.0.11непряма
PyPImicrosoft-agents-activity0.3.1непряма
PyPImicrosoft-agents-copilotstudio-client—непряма
PyPImicrosoft-agents-copilotstudio-client0.3.1непряма
PyPImicrosoft-agents-hosting-core0.3.1непряма
PyPImicrosoft-opentelemetry1.3.5непряма
PyPImistralai—непряма
PyPImistralai1.12.4непряма
PyPIml-dtypes0.5.4непряма
PyPImpmath1.3.0непряма
PyPImsal1.37.0непряма
PyPImsal-extensions1.3.1непряма
PyPImsrest0.7.1непряма
PyPImultidict6.7.1непряма
PyPImypy1.20.0непряма
PyPImypy2.2.0непряма
PyPImypy-extensions1.1.0непряма
PyPInarwhals2.23.0непряма
PyPInodeenv1.10.0непряма
PyPInumpy—непряма
PyPInumpy2.2.6непряма
PyPInumpy2.5.1непряма
PyPInumpy2.4.6непряма
PyPInvidia-ml-py13.610.43непряма
PyPIoauthlib3.3.1непряма
PyPIollama—непряма
PyPIollama0.5.3непряма
PyPIopenai—непряма
PyPIopenai2.45.0непряма
PyPIopenai-agents0.18.1непряма
PyPIopenai-chatkit—непряма
PyPIopenai-chatkit1.6.5непряма
PyPIopentelemetry-api—непряма
PyPIopentelemetry-api1.43.0непряма
PyPIopentelemetry-exporter-otlp1.43.0непряма
PyPIopentelemetry-exporter-otlp-proto-common1.43.0непряма
PyPIopentelemetry-exporter-otlp-proto-grpc1.43.0непряма
PyPIopentelemetry-exporter-otlp-proto-http1.43.0непряма
PyPIopentelemetry-instrumentation0.64b0непряма
PyPIopentelemetry-instrumentation-asgi0.64b0непряма
PyPIopentelemetry-instrumentation-dbapi0.64b0непряма
PyPIopentelemetry-instrumentation-django0.64b0непряма
PyPIopentelemetry-instrumentation-fastapi0.64b0непряма
PyPIopentelemetry-instrumentation-flask0.64b0непряма
PyPIopentelemetry-instrumentation-httpx0.64b0непряма
PyPIopentelemetry-instrumentation-logging0.64b0непряма
PyPIopentelemetry-instrumentation-openai-agents-v20.1.0непряма
PyPIopentelemetry-instrumentation-openai-v22.3b0непряма
PyPIopentelemetry-instrumentation-psycopg20.64b0непряма
PyPIopentelemetry-instrumentation-requests0.64b0непряма
PyPIopentelemetry-instrumentation-urllib0.64b0непряма
PyPIopentelemetry-instrumentation-urllib30.64b0непряма
PyPIopentelemetry-instrumentation-wsgi0.64b0непряма
PyPIopentelemetry-proto1.43.0непряма
PyPIopentelemetry-resource-detector-azure0.1.5непряма
PyPIopentelemetry-sdk—непряма
PyPIopentelemetry-sdk1.43.0непряма
PyPIopentelemetry-semantic-conventions0.64b0непряма
PyPIopentelemetry-util-genai0.3b0непряма
PyPIopentelemetry-util-http0.64b0непряма
PyPIordered-set4.1.0непряма
PyPIorderedmultidict1.0.2непряма
PyPIorderly-set5.5.0непряма
PyPIorjson—непряма
PyPIorjson3.11.9непряма
PyPIpackaging24.2непряма
PyPIpandas3.0.3непряма
PyPIpandas2.3.3непряма
PyPIpastel0.2.1непряма
PyPIpathspec1.1.1непряма
PyPIpillow12.3.0непряма
PyPIpip26.1.2непряма
PyPIplotly6.9.0непряма
PyPIpluggy1.6.0непряма
PyPIpoethepoet0.46.0непряма
PyPIpoethepoet0.48.0непряма
PyPIpolars1.42.1непряма
PyPIpolars-runtime-321.42.1непряма
PyPIportalocker3.2.0непряма
PyPIportpicker1.6.0непряма
PyPIposthog7.22.0непряма
PyPIpowerfx0.0.34непряма
PyPIprek0.4.3непряма
PyPIprek0.4.8непряма
PyPIpriority2.0.0непряма
PyPIpropcache0.5.2непряма
PyPIproto-plus1.28.1непряма
PyPIprotobuf6.33.6непряма
PyPIpsutil—непряма
PyPIpsutil7.0.0непряма
PyPIpyarrow—непряма
PyPIpyarrow25.0.0непряма
PyPIpyasn10.6.4непряма
PyPIpyasn1-modules0.4.2непряма
PyPIpycparser3.0непряма
PyPIpydantic—непряма
PyPIpydantic2.13.4непряма
PyPIpydantic-argparse0.10.0непряма
PyPIpydantic-core2.46.4непряма
PyPIpydantic-monty0.0.18непряма
PyPIpydantic-monty—непряма
PyPIpydantic-settings2.14.2непряма
PyPIpygments2.20.0непряма
PyPIpyjwt2.13.0непряма
PyPIpynacl1.6.2непряма
PyPIpyparsing3.3.2непряма
PyPIpyrefly1.1.1непряма
PyPIpyright1.1.411непряма
PyPIpyright1.1.408непряма
PyPIpyroscope-io0.8.16непряма
PyPIpytest9.1.1непряма
PyPIpytest9.0.3непряма
PyPIpytest-asyncio1.4.0непряма
PyPIpytest-cov7.1.0непряма
PyPIpytest-retry1.7.0непряма
PyPIpytest-timeout2.4.0непряма
PyPIpytest-xdist3.8.0непряма
PyPIpython-dateutil—непряма
PyPIpython-dateutil2.9.0.post0непряма
PyPIpython-dotenv—непряма
PyPIpython-dotenv1.2.2непряма
PyPIpython-multipart0.0.32непряма
PyPIpython-ulid3.1.0непряма
PyPIpythonnet3.0.5непряма
PyPIpytz2026.2непряма
PyPIpywin32312непряма
PyPIpyyaml—непряма
PyPIpyyaml6.0.3непряма
PyPIqdrant-client1.18.0непряма
PyPIredis—непряма
PyPIredis7.1.1непряма
PyPIredisvl—непряма
PyPIredisvl0.15.0непряма
PyPIreferencing0.37.0непряма
PyPIregex2026.6.28непряма
PyPIrequests2.34.2непряма
PyPIrequests-oauthlib2.0.0непряма
PyPIrestrictedpython8.4непряма
PyPIrich—непряма
PyPIrich13.9.4непряма
PyPIrpds-py2026.6.3непряма
PyPIrpds-py0.30.0непряма
PyPIrq2.10.0непряма
PyPIruff0.15.15непряма
PyPIruff0.15.20непряма
PyPIs3transfer0.19.0непряма
PyPIscikit-learn1.9.0непряма
PyPIscikit-learn1.7.2непряма
PyPIscipy1.17.1непряма
PyPIscipy1.15.3непряма
PyPIscipy1.18.0непряма
PyPIseaborn0.13.2непряма
PyPIsetproctitle1.3.7непряма
PyPIsetuptools—непряма
PyPIsetuptools83.0.0непряма
PyPIsix1.17.0непряма
PyPIsniffio1.3.1непряма
PyPIsoundfile0.14.0непряма
PyPIsqlalchemy2.0.51непряма
PyPIsse-starlette—непряма
PyPIsse-starlette3.4.5непряма
PyPIstarlette1.3.1непряма
PyPIsympy—непряма
PyPIsympy1.14.0непряма
PyPItabulate0.10.0непряма
PyPItaskgroup0.2.2непряма
PyPItau2—непряма
PyPItau20.0.1непряма
PyPItenacity9.1.4непряма
PyPItermcolor2.4.0непряма
PyPIthreadpoolctl3.6.0непряма
PyPItiktoken—непряма
PyPItiktoken0.13.0непряма
PyPItokenizers0.23.1непряма
PyPItoml0.10.2непряма
PyPItomli2.4.1непряма
PyPItomli-w1.2.0непряма
PyPItqdm—непряма
PyPItqdm4.68.4непряма
PyPIty0.0.55непряма
PyPItypes-python-dateutil2.9.0.20260518непряма
PyPItypes-pyyaml6.0.12.20260518непряма
PyPItyping-extensions—непряма
PyPItyping-extensions4.16.0непряма
PyPItyping-inspection0.4.2непряма
PyPItzdata2026.3непряма
PyPItzlocal5.4.4непряма
PyPIurllib32.7.0непряма
PyPIuv0.11.17непряма
PyPIuv0.11.28непряма
PyPIuv-build—непряма
PyPIuvicorn—непряма
PyPIuvicorn0.51.0непряма
PyPIuvicorn-worker0.4.0непряма
PyPIuvloop0.22.1непряма
PyPIwatchdog6.0.0непряма
PyPIwatchfiles1.2.0непряма
PyPIwcwidth0.8.2непряма
PyPIwebsockets15.0.1непряма
PyPIwerkzeug3.1.8непряма
PyPIwheel—непряма
PyPIwin32-setctime1.2.0непряма
PyPIwrapt1.17.3непряма
PyPIwsproto1.3.2непряма
PyPIyarl1.24.2непряма
PyPIzipp4.1.0непряма
PyPIzuban0.8.2непряма
Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [
        "agent-framework",
        "agentic-ai",
        "agents",
        "ai",
        "dotnet",
        "multi-agent",
        "orchestration",
        "python",
        "sdk",
        "workflows"
      ],
      "is_fork": false,
      "size_kb": 129216,
      "has_wiki": false,
      "homepage": "https://aka.ms/agent-framework",
      "languages": {
        "C#": 14232039,
        "CSS": 25388,
        "HTML": 59942,
        "Shell": 5484,
        "Python": 16970332,
        "Dockerfile": 19396,
        "JavaScript": 4004,
        "PowerShell": 41642,
        "TypeScript": 809439
      },
      "pushed_at": "2026-07-15T09:35:29Z",
      "created_at": "2025-04-28T19:40:42Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-15T10:00:47Z",
      "description": "A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "primary_language": "Python",
      "significant_languages": [
        "Python",
        "C#"
      ]
    },
    "owner": {
      "blog": "https://opensource.microsoft.com",
      "name": "Microsoft",
      "type": "Organization",
      "login": "microsoft",
      "company": null,
      "location": "Redmond, WA",
      "followers": 125172,
      "avatar_url": "https://avatars.githubusercontent.com/u/6154722?v=4",
      "created_at": "2013-12-10T19:06:48Z",
      "is_verified": null,
      "public_repos": 8189,
      "account_age_days": 4599
    },
    "activity": {
      "releases_count": 100,
      "commits_last_year": 2495,
      "latest_release_at": "2026-07-10T03:19:16Z",
      "latest_release_tag": "python-1.11.0",
      "days_since_last_push": 0,
      "active_weeks_last_year": 52,
      "days_since_latest_release": 5,
      "mean_days_between_releases": 3.9
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 87,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": true
    },
    "ecosystem": {
      "packages": [
        {
          "name": "agent-framework",
          "exists": true,
          "license": null,
          "keywords": [
            "Development Status :: 5 - Production/Stable",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14",
            "Typing :: Typed"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/agent-framework/",
          "is_deprecated": false,
          "latest_version": "1.11.0",
          "repository_url": "https://github.com/microsoft/agent-framework/tree/main/python",
          "versions_count": 51,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2025-10-01T14:02:11.310404Z",
          "latest_published_at": "2026-07-10T03:42:16.055886Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 5
        }
      ]
    },
    "popularity": {
      "forks": 2035,
      "stars": 12131,
      "watchers": 107,
      "open_issues_and_prs": 643
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "demos",
        "sample",
        "samples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": true,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": true,
      "typecheck_configs": [
        "python/packages/ag-ui/agent_framework_ag_ui/py.typed",
        "python/packages/azurefunctions/agent_framework_azurefunctions/py.typed",
        "python/packages/chatkit/agent_framework_chatkit/py.typed",
        "python/packages/core/agent_framework/py.typed",
        "python/packages/devui/frontend/tsconfig.json",
        "python/packages/durabletask/agent_framework_durabletask/py.typed",
        "python/packages/foundry_local/agent_framework_foundry_local/py.typed",
        "python/packages/gemini/agent_framework_gemini/py.typed",
        "python/packages/hyperlight/agent_framework_hyperlight/py.typed",
        "python/packages/lab/gaia/agent_framework_lab_gaia/py.typed",
        "python/packages/lab/lightning/agent_framework_lab_lightning/py.typed",
        "python/packages/lab/tau2/agent_framework_lab_tau2/py.typed",
        "python/packages/mistral/agent_framework_mistral/py.typed",
        "python/packages/monty/agent_framework_monty/py.typed",
        "python/packages/ollama/agent_framework_ollama/py.typed",
        "python/packages/openai/agent_framework_openai/py.typed",
        "python/packages/orchestrations/agent_framework_orchestrations/py.typed",
        "python/packages/tools/agent_framework_tools/py.typed",
        "python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend/tsconfig.json",
        "python/samples/05-end-to-end/chatkit-integration/frontend/tsconfig.json",
        "python/samples/autogen-migration/pyrightconfig.json"
      ],
      "largest_source_bytes": 834074,
      "source_files_sampled": 3378,
      "oversized_source_files": 72,
      "agent_instruction_files": [
        ".github/copilot-instructions.md",
        ".github/instructions/durabletask-dotnet.instructions.md",
        "docs/features/durable-agents/AGENTS.md",
        "dotnet/AGENTS.md",
        "dotnet/samples/AGENTS.md",
        "python/AGENTS.md",
        "python/packages/a2a/AGENTS.md",
        "python/packages/ag-ui/AGENTS.md",
        "python/packages/anthropic/AGENTS.md",
        "python/packages/azure-ai-search/AGENTS.md",
        "python/packages/azure-contentunderstanding/AGENTS.md",
        "python/packages/azure-cosmos/AGENTS.md",
        "python/packages/azurefunctions/AGENTS.md",
        "python/packages/bedrock/AGENTS.md",
        "python/packages/chatkit/AGENTS.md",
        "python/packages/claude/AGENTS.md",
        "python/packages/copilotstudio/AGENTS.md",
        "python/packages/core/AGENTS.md",
        "python/packages/declarative/AGENTS.md",
        "python/packages/devui/AGENTS.md",
        "python/packages/durabletask/AGENTS.md",
        "python/packages/foundry_local/AGENTS.md",
        "python/packages/gemini/AGENTS.md",
        "python/packages/github_copilot/AGENTS.md",
        "python/packages/lab/AGENTS.md",
        "python/packages/mem0/AGENTS.md",
        "python/packages/mistral/AGENTS.md",
        "python/packages/monty/AGENTS.md",
        "python/packages/ollama/AGENTS.md",
        "python/packages/openai/AGENTS.md",
        "python/packages/purview/AGENTS.md",
        "python/packages/redis/AGENTS.md",
        "python/samples/AGENTS.md"
      ],
      "agent_instruction_max_bytes": 37605
    },
    "dependencies": {
      "manifests": [
        "python/pyproject.toml"
      ],
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "agent-framework-core",
          "manifest": "python/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "==1.11.0"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "agent-framework-core",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-core",
            "direct": true,
            "version": "1.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "@babel/code-frame",
            "direct": false,
            "version": "7.29.7",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/compat-data",
            "direct": false,
            "version": "7.29.7",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/core",
            "direct": false,
            "version": "7.29.7",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/generator",
            "direct": false,
            "version": "7.29.7",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/helper-compilation-targets",
            "direct": false,
            "version": "7.29.7",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/helper-globals",
            "direct": false,
            "version": "7.29.7",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/helper-module-imports",
            "direct": false,
            "version": "7.29.7",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/helper-module-transforms",
            "direct": false,
            "version": "7.29.7",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/helper-plugin-utils",
            "direct": false,
            "version": "7.27.1",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/helper-string-parser",
            "direct": false,
            "version": "7.27.1",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/helper-string-parser",
            "direct": false,
            "version": "7.29.7",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/helper-validator-identifier",
            "direct": false,
            "version": "7.27.1",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/helper-validator-identifier",
            "direct": false,
            "version": "7.29.7",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/helper-validator-option",
            "direct": false,
            "version": "7.29.7",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/helpers",
            "direct": false,
            "version": "7.29.7",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/parser",
            "direct": false,
            "version": "7.29.7",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/parser",
            "direct": false,
            "version": "7.28.3",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/plugin-transform-react-jsx-self",
            "direct": false,
            "version": "7.27.1",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/plugin-transform-react-jsx-source",
            "direct": false,
            "version": "7.27.1",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/template",
            "direct": false,
            "version": "7.29.7",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/traverse",
            "direct": false,
            "version": "7.29.7",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/types",
            "direct": false,
            "version": "7.28.2",
            "ecosystem": "npm"
          },
          {
            "name": "@babel/types",
            "direct": false,
            "version": "7.29.7",
            "ecosystem": "npm"
          },
          {
            "name": "@emnapi/core",
            "direct": false,
            "version": "1.10.0",
            "ecosystem": "npm"
          },
          {
            "name": "@emnapi/core",
            "direct": false,
            "version": "1.11.0",
            "ecosystem": "npm"
          },
          {
            "name": "@emnapi/runtime",
            "direct": false,
            "version": "1.10.0",
            "ecosystem": "npm"
          },
          {
            "name": "@emnapi/runtime",
            "direct": false,
            "version": "1.11.0",
            "ecosystem": "npm"
          },
          {
            "name": "@emnapi/wasi-threads",
            "direct": false,
            "version": "1.2.1",
            "ecosystem": "npm"
          },
          {
            "name": "@emnapi/wasi-threads",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "npm"
          },
          {
            "name": "@eslint-community/eslint-utils",
            "direct": false,
            "version": "4.7.0",
            "ecosystem": "npm"
          },
          {
            "name": "@eslint-community/regexpp",
            "direct": false,
            "version": "4.12.1",
            "ecosystem": "npm"
          },
          {
            "name": "@eslint/config-array",
            "direct": false,
            "version": "0.21.0",
            "ecosystem": "npm"
          },
          {
            "name": "@eslint/config-helpers",
            "direct": false,
            "version": "0.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@eslint/core",
            "direct": false,
            "version": "0.15.2",
            "ecosystem": "npm"
          },
          {
            "name": "@eslint/eslintrc",
            "direct": false,
            "version": "3.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@eslint/js",
            "direct": false,
            "version": "9.33.0",
            "ecosystem": "npm"
          },
          {
            "name": "@eslint/object-schema",
            "direct": false,
            "version": "2.1.6",
            "ecosystem": "npm"
          },
          {
            "name": "@eslint/plugin-kit",
            "direct": false,
            "version": "0.3.5",
            "ecosystem": "npm"
          },
          {
            "name": "@floating-ui/core",
            "direct": false,
            "version": "1.7.3",
            "ecosystem": "npm"
          },
          {
            "name": "@floating-ui/dom",
            "direct": false,
            "version": "1.7.4",
            "ecosystem": "npm"
          },
          {
            "name": "@floating-ui/react-dom",
            "direct": false,
            "version": "2.1.6",
            "ecosystem": "npm"
          },
          {
            "name": "@floating-ui/utils",
            "direct": false,
            "version": "0.2.10",
            "ecosystem": "npm"
          },
          {
            "name": "@humanfs/core",
            "direct": false,
            "version": "0.19.1",
            "ecosystem": "npm"
          },
          {
            "name": "@humanfs/node",
            "direct": false,
            "version": "0.16.6",
            "ecosystem": "npm"
          },
          {
            "name": "@humanwhocodes/module-importer",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "@humanwhocodes/retry",
            "direct": false,
            "version": "0.4.3",
            "ecosystem": "npm"
          },
          {
            "name": "@humanwhocodes/retry",
            "direct": false,
            "version": "0.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@jridgewell/gen-mapping",
            "direct": false,
            "version": "0.3.13",
            "ecosystem": "npm"
          },
          {
            "name": "@jridgewell/remapping",
            "direct": false,
            "version": "2.3.5",
            "ecosystem": "npm"
          },
          {
            "name": "@jridgewell/resolve-uri",
            "direct": false,
            "version": "3.1.2",
            "ecosystem": "npm"
          },
          {
            "name": "@jridgewell/sourcemap-codec",
            "direct": false,
            "version": "1.5.5",
            "ecosystem": "npm"
          },
          {
            "name": "@jridgewell/trace-mapping",
            "direct": false,
            "version": "0.3.30",
            "ecosystem": "npm"
          },
          {
            "name": "@napi-rs/wasm-runtime",
            "direct": false,
            "version": "1.1.5",
            "ecosystem": "npm"
          },
          {
            "name": "@napi-rs/wasm-runtime",
            "direct": false,
            "version": "1.1.4",
            "ecosystem": "npm"
          },
          {
            "name": "@nodelib/fs.scandir",
            "direct": false,
            "version": "2.1.5",
            "ecosystem": "npm"
          },
          {
            "name": "@nodelib/fs.stat",
            "direct": false,
            "version": "2.0.5",
            "ecosystem": "npm"
          },
          {
            "name": "@nodelib/fs.walk",
            "direct": false,
            "version": "1.2.8",
            "ecosystem": "npm"
          },
          {
            "name": "@openai/chatkit",
            "direct": false,
            "version": "0.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "@openai/chatkit-react",
            "direct": false,
            "version": "0.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "@oxc-project/types",
            "direct": false,
            "version": "0.133.0",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/number",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/primitive",
            "direct": false,
            "version": "1.1.3",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-arrow",
            "direct": false,
            "version": "1.1.7",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-checkbox",
            "direct": false,
            "version": "1.3.3",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-collection",
            "direct": false,
            "version": "1.1.7",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-compose-refs",
            "direct": false,
            "version": "1.1.2",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-context",
            "direct": false,
            "version": "1.1.2",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-direction",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-dismissable-layer",
            "direct": false,
            "version": "1.1.11",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-dropdown-menu",
            "direct": false,
            "version": "2.1.16",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-focus-guards",
            "direct": false,
            "version": "1.1.3",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-focus-scope",
            "direct": false,
            "version": "1.1.7",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-id",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-label",
            "direct": false,
            "version": "2.1.7",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-menu",
            "direct": false,
            "version": "2.1.16",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-popper",
            "direct": false,
            "version": "1.2.8",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-portal",
            "direct": false,
            "version": "1.1.9",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-presence",
            "direct": false,
            "version": "1.1.5",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-primitive",
            "direct": false,
            "version": "2.1.3",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-roving-focus",
            "direct": false,
            "version": "1.1.11",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-scroll-area",
            "direct": false,
            "version": "1.2.10",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-select",
            "direct": false,
            "version": "2.2.6",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-separator",
            "direct": false,
            "version": "1.1.7",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-slot",
            "direct": false,
            "version": "1.2.3",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-switch",
            "direct": false,
            "version": "1.2.6",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-tabs",
            "direct": false,
            "version": "1.1.13",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-tooltip",
            "direct": false,
            "version": "1.2.8",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-use-callback-ref",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-use-controllable-state",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-use-effect-event",
            "direct": false,
            "version": "0.0.2",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-use-escape-keydown",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-use-layout-effect",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-use-previous",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-use-rect",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-use-size",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-visually-hidden",
            "direct": false,
            "version": "1.2.3",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/rect",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "@rolldown/binding-android-arm64",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "@rolldown/binding-darwin-arm64",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "@rolldown/binding-darwin-x64",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "@rolldown/binding-freebsd-x64",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "@rolldown/binding-linux-arm-gnueabihf",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "@rolldown/binding-linux-arm64-gnu",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "@rolldown/binding-linux-arm64-musl",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "@rolldown/binding-linux-ppc64-gnu",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "@rolldown/binding-linux-s390x-gnu",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "@rolldown/binding-linux-x64-gnu",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "@rolldown/binding-linux-x64-musl",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "@rolldown/binding-openharmony-arm64",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "@rolldown/binding-wasm32-wasi",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "@rolldown/binding-win32-arm64-msvc",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "@rolldown/binding-win32-x64-msvc",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "@rolldown/pluginutils",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "@rolldown/pluginutils",
            "direct": false,
            "version": "1.0.0-rc.3",
            "ecosystem": "npm"
          },
          {
            "name": "@swc/core",
            "direct": false,
            "version": "1.15.41",
            "ecosystem": "npm"
          },
          {
            "name": "@swc/core-darwin-arm64",
            "direct": false,
            "version": "1.15.41",
            "ecosystem": "npm"
          },
          {
            "name": "@swc/core-darwin-x64",
            "direct": false,
            "version": "1.15.41",
            "ecosystem": "npm"
          },
          {
            "name": "@swc/core-linux-arm-gnueabihf",
            "direct": false,
            "version": "1.15.41",
            "ecosystem": "npm"
          },
          {
            "name": "@swc/core-linux-arm64-gnu",
            "direct": false,
            "version": "1.15.41",
            "ecosystem": "npm"
          },
          {
            "name": "@swc/core-linux-arm64-musl",
            "direct": false,
            "version": "1.15.41",
            "ecosystem": "npm"
          },
          {
            "name": "@swc/core-linux-ppc64-gnu",
            "direct": false,
            "version": "1.15.41",
            "ecosystem": "npm"
          },
          {
            "name": "@swc/core-linux-s390x-gnu",
            "direct": false,
            "version": "1.15.41",
            "ecosystem": "npm"
          },
          {
            "name": "@swc/core-linux-x64-gnu",
            "direct": false,
            "version": "1.15.41",
            "ecosystem": "npm"
          },
          {
            "name": "@swc/core-linux-x64-musl",
            "direct": false,
            "version": "1.15.41",
            "ecosystem": "npm"
          },
          {
            "name": "@swc/core-win32-arm64-msvc",
            "direct": false,
            "version": "1.15.41",
            "ecosystem": "npm"
          },
          {
            "name": "@swc/core-win32-ia32-msvc",
            "direct": false,
            "version": "1.15.41",
            "ecosystem": "npm"
          },
          {
            "name": "@swc/core-win32-x64-msvc",
            "direct": false,
            "version": "1.15.41",
            "ecosystem": "npm"
          },
          {
            "name": "@swc/counter",
            "direct": false,
            "version": "0.1.3",
            "ecosystem": "npm"
          },
          {
            "name": "@swc/types",
            "direct": false,
            "version": "0.1.27",
            "ecosystem": "npm"
          },
          {
            "name": "@tailwindcss/node",
            "direct": false,
            "version": "4.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@tailwindcss/oxide",
            "direct": false,
            "version": "4.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@tailwindcss/oxide-android-arm64",
            "direct": false,
            "version": "4.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@tailwindcss/oxide-darwin-arm64",
            "direct": false,
            "version": "4.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@tailwindcss/oxide-darwin-x64",
            "direct": false,
            "version": "4.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@tailwindcss/oxide-freebsd-x64",
            "direct": false,
            "version": "4.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@tailwindcss/oxide-linux-arm-gnueabihf",
            "direct": false,
            "version": "4.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@tailwindcss/oxide-linux-arm64-gnu",
            "direct": false,
            "version": "4.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@tailwindcss/oxide-linux-arm64-musl",
            "direct": false,
            "version": "4.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@tailwindcss/oxide-linux-x64-gnu",
            "direct": false,
            "version": "4.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@tailwindcss/oxide-linux-x64-musl",
            "direct": false,
            "version": "4.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@tailwindcss/oxide-wasm32-wasi",
            "direct": false,
            "version": "4.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@tailwindcss/oxide-win32-arm64-msvc",
            "direct": false,
            "version": "4.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@tailwindcss/oxide-win32-x64-msvc",
            "direct": false,
            "version": "4.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@tailwindcss/vite",
            "direct": false,
            "version": "4.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@tybys/wasm-util",
            "direct": false,
            "version": "0.10.2",
            "ecosystem": "npm"
          },
          {
            "name": "@types/babel__core",
            "direct": false,
            "version": "7.20.5",
            "ecosystem": "npm"
          },
          {
            "name": "@types/babel__generator",
            "direct": false,
            "version": "7.27.0",
            "ecosystem": "npm"
          },
          {
            "name": "@types/babel__template",
            "direct": false,
            "version": "7.4.4",
            "ecosystem": "npm"
          },
          {
            "name": "@types/babel__traverse",
            "direct": false,
            "version": "7.28.0",
            "ecosystem": "npm"
          },
          {
            "name": "@types/d3-color",
            "direct": false,
            "version": "3.1.3",
            "ecosystem": "npm"
          },
          {
            "name": "@types/d3-drag",
            "direct": false,
            "version": "3.0.7",
            "ecosystem": "npm"
          },
          {
            "name": "@types/d3-interpolate",
            "direct": false,
            "version": "3.0.4",
            "ecosystem": "npm"
          },
          {
            "name": "@types/d3-selection",
            "direct": false,
            "version": "3.0.11",
            "ecosystem": "npm"
          },
          {
            "name": "@types/d3-transition",
            "direct": false,
            "version": "3.0.9",
            "ecosystem": "npm"
          },
          {
            "name": "@types/d3-zoom",
            "direct": false,
            "version": "3.0.8",
            "ecosystem": "npm"
          },
          {
            "name": "@types/estree",
            "direct": false,
            "version": "1.0.8",
            "ecosystem": "npm"
          },
          {
            "name": "@types/json-schema",
            "direct": false,
            "version": "7.0.15",
            "ecosystem": "npm"
          },
          {
            "name": "@types/node",
            "direct": false,
            "version": "22.19.11",
            "ecosystem": "npm"
          },
          {
            "name": "@types/node",
            "direct": false,
            "version": "24.3.0",
            "ecosystem": "npm"
          },
          {
            "name": "@types/prop-types",
            "direct": false,
            "version": "15.7.15",
            "ecosystem": "npm"
          },
          {
            "name": "@types/react",
            "direct": false,
            "version": "18.3.28",
            "ecosystem": "npm"
          },
          {
            "name": "@types/react",
            "direct": false,
            "version": "19.2.2",
            "ecosystem": "npm"
          },
          {
            "name": "@types/react",
            "direct": false,
            "version": "19.1.10",
            "ecosystem": "npm"
          },
          {
            "name": "@types/react-dom",
            "direct": false,
            "version": "18.3.7",
            "ecosystem": "npm"
          },
          {
            "name": "@types/react-dom",
            "direct": false,
            "version": "19.2.1",
            "ecosystem": "npm"
          },
          {
            "name": "@types/react-dom",
            "direct": false,
            "version": "19.1.7",
            "ecosystem": "npm"
          },
          {
            "name": "@typescript-eslint/eslint-plugin",
            "direct": false,
            "version": "8.40.0",
            "ecosystem": "npm"
          },
          {
            "name": "@typescript-eslint/parser",
            "direct": false,
            "version": "8.40.0",
            "ecosystem": "npm"
          },
          {
            "name": "@typescript-eslint/project-service",
            "direct": false,
            "version": "8.40.0",
            "ecosystem": "npm"
          },
          {
            "name": "@typescript-eslint/scope-manager",
            "direct": false,
            "version": "8.40.0",
            "ecosystem": "npm"
          },
          {
            "name": "@typescript-eslint/tsconfig-utils",
            "direct": false,
            "version": "8.40.0",
            "ecosystem": "npm"
          },
          {
            "name": "@typescript-eslint/type-utils",
            "direct": false,
            "version": "8.40.0",
            "ecosystem": "npm"
          },
          {
            "name": "@typescript-eslint/types",
            "direct": false,
            "version": "8.40.0",
            "ecosystem": "npm"
          },
          {
            "name": "@typescript-eslint/typescript-estree",
            "direct": false,
            "version": "8.40.0",
            "ecosystem": "npm"
          },
          {
            "name": "@typescript-eslint/utils",
            "direct": false,
            "version": "8.40.0",
            "ecosystem": "npm"
          },
          {
            "name": "@typescript-eslint/visitor-keys",
            "direct": false,
            "version": "8.40.0",
            "ecosystem": "npm"
          },
          {
            "name": "@vitejs/plugin-react",
            "direct": false,
            "version": "6.0.2",
            "ecosystem": "npm"
          },
          {
            "name": "@vitejs/plugin-react",
            "direct": false,
            "version": "5.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "@vitejs/plugin-react-swc",
            "direct": false,
            "version": "4.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "@xyflow/react",
            "direct": false,
            "version": "12.8.4",
            "ecosystem": "npm"
          },
          {
            "name": "@xyflow/system",
            "direct": false,
            "version": "0.0.68",
            "ecosystem": "npm"
          },
          {
            "name": "acorn",
            "direct": false,
            "version": "8.15.0",
            "ecosystem": "npm"
          },
          {
            "name": "acorn-jsx",
            "direct": false,
            "version": "5.3.2",
            "ecosystem": "npm"
          },
          {
            "name": "ajv",
            "direct": false,
            "version": "6.12.6",
            "ecosystem": "npm"
          },
          {
            "name": "ansi-styles",
            "direct": false,
            "version": "4.3.0",
            "ecosystem": "npm"
          },
          {
            "name": "argparse",
            "direct": false,
            "version": "2.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "aria-hidden",
            "direct": false,
            "version": "1.2.6",
            "ecosystem": "npm"
          },
          {
            "name": "balanced-match",
            "direct": false,
            "version": "1.0.2",
            "ecosystem": "npm"
          },
          {
            "name": "baseline-browser-mapping",
            "direct": false,
            "version": "2.10.37",
            "ecosystem": "npm"
          },
          {
            "name": "brace-expansion",
            "direct": false,
            "version": "2.0.2",
            "ecosystem": "npm"
          },
          {
            "name": "brace-expansion",
            "direct": false,
            "version": "1.1.12",
            "ecosystem": "npm"
          },
          {
            "name": "braces",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "browserslist",
            "direct": false,
            "version": "4.25.3",
            "ecosystem": "npm"
          },
          {
            "name": "browserslist",
            "direct": false,
            "version": "4.28.2",
            "ecosystem": "npm"
          },
          {
            "name": "callsites",
            "direct": false,
            "version": "3.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "caniuse-lite",
            "direct": false,
            "version": "1.0.30001736",
            "ecosystem": "npm"
          },
          {
            "name": "caniuse-lite",
            "direct": false,
            "version": "1.0.30001799",
            "ecosystem": "npm"
          },
          {
            "name": "chalk",
            "direct": false,
            "version": "4.1.2",
            "ecosystem": "npm"
          },
          {
            "name": "class-variance-authority",
            "direct": false,
            "version": "0.7.1",
            "ecosystem": "npm"
          },
          {
            "name": "classcat",
            "direct": false,
            "version": "5.0.5",
            "ecosystem": "npm"
          },
          {
            "name": "clsx",
            "direct": false,
            "version": "2.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "color-convert",
            "direct": false,
            "version": "2.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "color-name",
            "direct": false,
            "version": "1.1.4",
            "ecosystem": "npm"
          },
          {
            "name": "concat-map",
            "direct": false,
            "version": "0.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "convert-source-map",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "cross-spawn",
            "direct": false,
            "version": "7.0.6",
            "ecosystem": "npm"
          },
          {
            "name": "csstype",
            "direct": false,
            "version": "3.2.3",
            "ecosystem": "npm"
          },
          {
            "name": "csstype",
            "direct": false,
            "version": "3.1.3",
            "ecosystem": "npm"
          },
          {
            "name": "d3-color",
            "direct": false,
            "version": "3.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "d3-dispatch",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "d3-drag",
            "direct": false,
            "version": "3.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "d3-ease",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "d3-interpolate",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "d3-selection",
            "direct": false,
            "version": "3.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "d3-timer",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "d3-transition",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "d3-zoom",
            "direct": false,
            "version": "3.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "debug",
            "direct": false,
            "version": "4.4.1",
            "ecosystem": "npm"
          },
          {
            "name": "deep-is",
            "direct": false,
            "version": "0.1.4",
            "ecosystem": "npm"
          },
          {
            "name": "detect-libc",
            "direct": false,
            "version": "2.1.2",
            "ecosystem": "npm"
          },
          {
            "name": "detect-libc",
            "direct": false,
            "version": "2.0.4",
            "ecosystem": "npm"
          },
          {
            "name": "detect-node-es",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "electron-to-chromium",
            "direct": false,
            "version": "1.5.208",
            "ecosystem": "npm"
          },
          {
            "name": "electron-to-chromium",
            "direct": false,
            "version": "1.5.372",
            "ecosystem": "npm"
          },
          {
            "name": "enhanced-resolve",
            "direct": false,
            "version": "5.21.6",
            "ecosystem": "npm"
          },
          {
            "name": "escalade",
            "direct": false,
            "version": "3.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "escape-string-regexp",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "eslint",
            "direct": false,
            "version": "9.33.0",
            "ecosystem": "npm"
          },
          {
            "name": "eslint-plugin-react-hooks",
            "direct": false,
            "version": "5.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "eslint-plugin-react-refresh",
            "direct": false,
            "version": "0.4.20",
            "ecosystem": "npm"
          },
          {
            "name": "eslint-scope",
            "direct": false,
            "version": "8.4.0",
            "ecosystem": "npm"
          },
          {
            "name": "eslint-visitor-keys",
            "direct": false,
            "version": "4.2.1",
            "ecosystem": "npm"
          },
          {
            "name": "eslint-visitor-keys",
            "direct": false,
            "version": "3.4.3",
            "ecosystem": "npm"
          },
          {
            "name": "espree",
            "direct": false,
            "version": "10.4.0",
            "ecosystem": "npm"
          },
          {
            "name": "esquery",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "npm"
          },
          {
            "name": "esrecurse",
            "direct": false,
            "version": "4.3.0",
            "ecosystem": "npm"
          },
          {
            "name": "estraverse",
            "direct": false,
            "version": "5.3.0",
            "ecosystem": "npm"
          },
          {
            "name": "esutils",
            "direct": false,
            "version": "2.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "fast-deep-equal",
            "direct": false,
            "version": "3.1.3",
            "ecosystem": "npm"
          },
          {
            "name": "fast-glob",
            "direct": false,
            "version": "3.3.3",
            "ecosystem": "npm"
          },
          {
            "name": "fast-json-stable-stringify",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "fast-levenshtein",
            "direct": false,
            "version": "2.0.6",
            "ecosystem": "npm"
          },
          {
            "name": "fastq",
            "direct": false,
            "version": "1.19.1",
            "ecosystem": "npm"
          },
          {
            "name": "fdir",
            "direct": false,
            "version": "6.5.0",
            "ecosystem": "npm"
          },
          {
            "name": "file-entry-cache",
            "direct": false,
            "version": "8.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "fill-range",
            "direct": false,
            "version": "7.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "find-up",
            "direct": false,
            "version": "5.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "flat-cache",
            "direct": false,
            "version": "4.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "flatted",
            "direct": false,
            "version": "3.4.2",
            "ecosystem": "npm"
          },
          {
            "name": "fsevents",
            "direct": false,
            "version": "2.3.3",
            "ecosystem": "npm"
          },
          {
            "name": "gensync",
            "direct": false,
            "version": "1.0.0-beta.2",
            "ecosystem": "npm"
          },
          {
            "name": "get-nonce",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "glob-parent",
            "direct": false,
            "version": "5.1.2",
            "ecosystem": "npm"
          },
          {
            "name": "glob-parent",
            "direct": false,
            "version": "6.0.2",
            "ecosystem": "npm"
          },
          {
            "name": "globals",
            "direct": false,
            "version": "16.3.0",
            "ecosystem": "npm"
          },
          {
            "name": "globals",
            "direct": false,
            "version": "14.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "graceful-fs",
            "direct": false,
            "version": "4.2.11",
            "ecosystem": "npm"
          },
          {
            "name": "graphemer",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "npm"
          },
          {
            "name": "has-flag",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "ignore",
            "direct": false,
            "version": "5.3.2",
            "ecosystem": "npm"
          },
          {
            "name": "ignore",
            "direct": false,
            "version": "7.0.5",
            "ecosystem": "npm"
          },
          {
            "name": "import-fresh",
            "direct": false,
            "version": "3.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "imurmurhash",
            "direct": false,
            "version": "0.1.4",
            "ecosystem": "npm"
          },
          {
            "name": "is-extglob",
            "direct": false,
            "version": "2.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "is-glob",
            "direct": false,
            "version": "4.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "is-number",
            "direct": false,
            "version": "7.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "isexe",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "jiti",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "npm"
          },
          {
            "name": "js-tokens",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "js-yaml",
            "direct": false,
            "version": "4.3.0",
            "ecosystem": "npm"
          },
          {
            "name": "jsesc",
            "direct": false,
            "version": "3.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "json-buffer",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "json-schema-traverse",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "npm"
          },
          {
            "name": "json-stable-stringify-without-jsonify",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "json5",
            "direct": false,
            "version": "2.2.3",
            "ecosystem": "npm"
          },
          {
            "name": "keyv",
            "direct": false,
            "version": "4.5.4",
            "ecosystem": "npm"
          },
          {
            "name": "levn",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "npm"
          },
          {
            "name": "lightningcss",
            "direct": false,
            "version": "1.32.0",
            "ecosystem": "npm"
          },
          {
            "name": "lightningcss-android-arm64",
            "direct": false,
            "version": "1.32.0",
            "ecosystem": "npm"
          },
          {
            "name": "lightningcss-darwin-arm64",
            "direct": false,
            "version": "1.32.0",
            "ecosystem": "npm"
          },
          {
            "name": "lightningcss-darwin-x64",
            "direct": false,
            "version": "1.32.0",
            "ecosystem": "npm"
          },
          {
            "name": "lightningcss-freebsd-x64",
            "direct": false,
            "version": "1.32.0",
            "ecosystem": "npm"
          },
          {
            "name": "lightningcss-linux-arm-gnueabihf",
            "direct": false,
            "version": "1.32.0",
            "ecosystem": "npm"
          },
          {
            "name": "lightningcss-linux-arm64-gnu",
            "direct": false,
            "version": "1.32.0",
            "ecosystem": "npm"
          },
          {
            "name": "lightningcss-linux-arm64-musl",
            "direct": false,
            "version": "1.32.0",
            "ecosystem": "npm"
          },
          {
            "name": "lightningcss-linux-x64-gnu",
            "direct": false,
            "version": "1.32.0",
            "ecosystem": "npm"
          },
          {
            "name": "lightningcss-linux-x64-musl",
            "direct": false,
            "version": "1.32.0",
            "ecosystem": "npm"
          },
          {
            "name": "lightningcss-win32-arm64-msvc",
            "direct": false,
            "version": "1.32.0",
            "ecosystem": "npm"
          },
          {
            "name": "lightningcss-win32-x64-msvc",
            "direct": false,
            "version": "1.32.0",
            "ecosystem": "npm"
          },
          {
            "name": "locate-path",
            "direct": false,
            "version": "6.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "lodash.merge",
            "direct": false,
            "version": "4.6.2",
            "ecosystem": "npm"
          },
          {
            "name": "loose-envify",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "npm"
          },
          {
            "name": "lru-cache",
            "direct": false,
            "version": "5.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "lucide-react",
            "direct": false,
            "version": "0.540.0",
            "ecosystem": "npm"
          },
          {
            "name": "magic-string",
            "direct": false,
            "version": "0.30.21",
            "ecosystem": "npm"
          },
          {
            "name": "merge2",
            "direct": false,
            "version": "1.4.1",
            "ecosystem": "npm"
          },
          {
            "name": "micromatch",
            "direct": false,
            "version": "4.0.8",
            "ecosystem": "npm"
          },
          {
            "name": "minimatch",
            "direct": false,
            "version": "9.0.9",
            "ecosystem": "npm"
          },
          {
            "name": "minimatch",
            "direct": false,
            "version": "3.1.5",
            "ecosystem": "npm"
          },
          {
            "name": "ms",
            "direct": false,
            "version": "2.1.3",
            "ecosystem": "npm"
          },
          {
            "name": "nanoid",
            "direct": false,
            "version": "3.3.12",
            "ecosystem": "npm"
          },
          {
            "name": "nanoid",
            "direct": false,
            "version": "3.3.13",
            "ecosystem": "npm"
          },
          {
            "name": "natural-compare",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "npm"
          },
          {
            "name": "next-themes",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "npm"
          },
          {
            "name": "node-releases",
            "direct": false,
            "version": "2.0.19",
            "ecosystem": "npm"
          },
          {
            "name": "node-releases",
            "direct": false,
            "version": "2.0.47",
            "ecosystem": "npm"
          },
          {
            "name": "optionator",
            "direct": false,
            "version": "0.9.4",
            "ecosystem": "npm"
          },
          {
            "name": "p-limit",
            "direct": false,
            "version": "3.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "p-locate",
            "direct": false,
            "version": "5.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "parent-module",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "path-exists",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "path-key",
            "direct": false,
            "version": "3.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "picocolors",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "picomatch",
            "direct": false,
            "version": "4.0.4",
            "ecosystem": "npm"
          },
          {
            "name": "picomatch",
            "direct": false,
            "version": "2.3.2",
            "ecosystem": "npm"
          },
          {
            "name": "postcss",
            "direct": false,
            "version": "8.5.15",
            "ecosystem": "npm"
          },
          {
            "name": "prelude-ls",
            "direct": false,
            "version": "1.2.1",
            "ecosystem": "npm"
          },
          {
            "name": "punycode",
            "direct": false,
            "version": "2.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "queue-microtask",
            "direct": false,
            "version": "1.2.3",
            "ecosystem": "npm"
          },
          {
            "name": "react",
            "direct": false,
            "version": "18.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "react",
            "direct": false,
            "version": "19.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "react",
            "direct": false,
            "version": "19.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "react-dom",
            "direct": false,
            "version": "18.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "react-dom",
            "direct": false,
            "version": "19.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "react-dom",
            "direct": false,
            "version": "19.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "react-refresh",
            "direct": false,
            "version": "0.18.0",
            "ecosystem": "npm"
          },
          {
            "name": "react-remove-scroll",
            "direct": false,
            "version": "2.7.1",
            "ecosystem": "npm"
          },
          {
            "name": "react-remove-scroll-bar",
            "direct": false,
            "version": "2.3.8",
            "ecosystem": "npm"
          },
          {
            "name": "react-style-singleton",
            "direct": false,
            "version": "2.2.3",
            "ecosystem": "npm"
          },
          {
            "name": "resolve-from",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "reusify",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "rolldown",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "run-parallel",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "scheduler",
            "direct": false,
            "version": "0.23.2",
            "ecosystem": "npm"
          },
          {
            "name": "scheduler",
            "direct": false,
            "version": "0.27.0",
            "ecosystem": "npm"
          },
          {
            "name": "scheduler",
            "direct": false,
            "version": "0.26.0",
            "ecosystem": "npm"
          },
          {
            "name": "semver",
            "direct": false,
            "version": "7.7.2",
            "ecosystem": "npm"
          },
          {
            "name": "semver",
            "direct": false,
            "version": "6.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "shebang-command",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "shebang-regex",
            "direct": false,
            "version": "3.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "source-map-js",
            "direct": false,
            "version": "1.2.1",
            "ecosystem": "npm"
          },
          {
            "name": "strip-json-comments",
            "direct": false,
            "version": "3.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "supports-color",
            "direct": false,
            "version": "7.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "tailwind-merge",
            "direct": false,
            "version": "3.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "tailwindcss",
            "direct": false,
            "version": "4.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "tapable",
            "direct": false,
            "version": "2.3.3",
            "ecosystem": "npm"
          },
          {
            "name": "tinyglobby",
            "direct": false,
            "version": "0.2.17",
            "ecosystem": "npm"
          },
          {
            "name": "to-regex-range",
            "direct": false,
            "version": "5.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "ts-api-utils",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "tslib",
            "direct": false,
            "version": "2.8.1",
            "ecosystem": "npm"
          },
          {
            "name": "tw-animate-css",
            "direct": false,
            "version": "1.3.7",
            "ecosystem": "npm"
          },
          {
            "name": "type-check",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "npm"
          },
          {
            "name": "typescript",
            "direct": false,
            "version": "5.9.3",
            "ecosystem": "npm"
          },
          {
            "name": "typescript",
            "direct": false,
            "version": "5.8.3",
            "ecosystem": "npm"
          },
          {
            "name": "typescript-eslint",
            "direct": false,
            "version": "8.40.0",
            "ecosystem": "npm"
          },
          {
            "name": "undici-types",
            "direct": false,
            "version": "6.21.0",
            "ecosystem": "npm"
          },
          {
            "name": "undici-types",
            "direct": false,
            "version": "7.10.0",
            "ecosystem": "npm"
          },
          {
            "name": "update-browserslist-db",
            "direct": false,
            "version": "1.1.3",
            "ecosystem": "npm"
          },
          {
            "name": "update-browserslist-db",
            "direct": false,
            "version": "1.2.3",
            "ecosystem": "npm"
          },
          {
            "name": "uri-js",
            "direct": false,
            "version": "4.4.1",
            "ecosystem": "npm"
          },
          {
            "name": "use-callback-ref",
            "direct": false,
            "version": "1.3.3",
            "ecosystem": "npm"
          },
          {
            "name": "use-sidecar",
            "direct": false,
            "version": "1.1.3",
            "ecosystem": "npm"
          },
          {
            "name": "use-sync-external-store",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "npm"
          },
          {
            "name": "vite",
            "direct": false,
            "version": "8.0.16",
            "ecosystem": "npm"
          },
          {
            "name": "which",
            "direct": false,
            "version": "2.0.2",
            "ecosystem": "npm"
          },
          {
            "name": "word-wrap",
            "direct": false,
            "version": "1.2.5",
            "ecosystem": "npm"
          },
          {
            "name": "yallist",
            "direct": false,
            "version": "3.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "yocto-queue",
            "direct": false,
            "version": "0.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "zustand",
            "direct": false,
            "version": "4.5.7",
            "ecosystem": "npm"
          },
          {
            "name": "zustand",
            "direct": false,
            "version": "5.0.8",
            "ecosystem": "npm"
          },
          {
            "name": "A2A",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "A2A.AspNetCore",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "AGUI.Abstractions",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "AGUI.Client",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "AGUI.Server",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Anthropic",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Anthropic.Foundry",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Aspire.Azure.AI.Inference",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Aspire.Hosting",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Aspire.Hosting.AppHost",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Aspire.Hosting.Azure.AIFoundry",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "AWSSDK.Extensions.Bedrock.MEAI",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Azure.AI.Agents.Persistent",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Azure.AI.AgentServer.Invocations",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Azure.AI.AgentServer.Responses",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Azure.AI.OpenAI",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Azure.AI.Projects",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Azure.Core",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Azure.Identity",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Azure.Identity",
            "direct": false,
            "version": "1.21.0",
            "ecosystem": "nuget"
          },
          {
            "name": "Azure.Monitor.OpenTelemetry.Exporter",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Azure.Search.Documents",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "DotNetEnv",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "FluentAssertions",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "GitHub.Copilot.SDK",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Google.GenAI",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Hyperlight.HyperlightSandbox.Api",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Hyperlight.HyperlightSandbox.Guest.Python",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Agents.AI.Foundry",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Agents.CopilotStudio.Client",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Agents.ObjectModel",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Agents.ObjectModel.Json",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Agents.ObjectModel.PowerFx",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.AspNetCore.Authentication.JwtBearer",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.AspNetCore.Authentication.OpenIdConnect",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.AspNetCore.TestHost",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Azure.Cosmos",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Azure.Functions.Worker",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Azure.Functions.Worker.Extensions.DurableTask",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Azure.Functions.Worker.Extensions.DurableTask.AzureManaged",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Azure.Functions.Worker.Extensions.Http",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Azure.Functions.Worker.Extensions.Http.AspNetCore",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Azure.Functions.Worker.Extensions.Mcp",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Azure.Functions.Worker.Sdk",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Bcl.AsyncInterfaces",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Bcl.HashCode",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.CodeAnalysis.Analyzers",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.CodeAnalysis.CSharp",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.CodeAnalysis.NetAnalyzers",
            "direct": false,
            "version": "10.0.100",
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.DurableTask.Client",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.DurableTask.Client.AzureManaged",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.DurableTask.Worker",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.DurableTask.Worker.AzureManaged",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.AI",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.AI.Abstractions",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.AI.Evaluation",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.AI.OpenAI",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.Caching.Memory",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.Compliance.Abstractions",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.Configuration",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.Configuration.Binder",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.Configuration.EnvironmentVariables",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.Configuration.Json",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.Configuration.UserSecrets",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.DependencyInjection",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.DependencyInjection.Abstractions",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.FileSystemGlobbing",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.Hosting",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.Http.Resilience",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.Logging",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.Logging.Abstractions",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.Logging.Console",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.ServiceDiscovery",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.VectorData.Abstractions",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Identity.Client.Extensions.Msal",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.ML.OnnxRuntimeGenAI",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.ML.Tokenizers",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.PowerFx.Interpreter",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.SemanticKernel.Connectors.InMemory",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.SemanticKernel.Connectors.Qdrant",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.VisualStudio.Threading.Analyzers",
            "direct": false,
            "version": "17.14.15",
            "ecosystem": "nuget"
          },
          {
            "name": "ModelContextProtocol",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Mscc.GenerativeAI.Microsoft",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Neo4j.AgentFramework.GraphRAG",
            "direct": false,
            "version": "0.1.0-preview.2",
            "ecosystem": "nuget"
          },
          {
            "name": "Neo4j.Driver",
            "direct": false,
            "version": "5.28.0",
            "ecosystem": "nuget"
          },
          {
            "name": "Newtonsoft.Json",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "OllamaSharp",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "OpenAI",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "OpenTelemetry",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "OpenTelemetry.Api",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "OpenTelemetry.Exporter.Console",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "OpenTelemetry.Exporter.InMemory",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "OpenTelemetry.Exporter.OpenTelemetryProtocol",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "OpenTelemetry.Extensions.Hosting",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "OpenTelemetry.Instrumentation.AspNetCore",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "OpenTelemetry.Instrumentation.Http",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "OpenTelemetry.Instrumentation.Runtime",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Roslynator.Analyzers",
            "direct": false,
            "version": "4.14.1",
            "ecosystem": "nuget"
          },
          {
            "name": "Roslynator.CodeAnalysis.Analyzers",
            "direct": false,
            "version": "4.14.1",
            "ecosystem": "nuget"
          },
          {
            "name": "Roslynator.Formatting.Analyzers",
            "direct": false,
            "version": "4.14.1",
            "ecosystem": "nuget"
          },
          {
            "name": "StackExchange.Redis",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "System.ClientModel",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "System.CodeDom",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "System.Collections.Immutable",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "System.CommandLine",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "System.Diagnostics.DiagnosticSource",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "System.Linq.AsyncEnumerable",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "System.Net.Security",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "System.Net.ServerSentEvents",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "System.Text.Json",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "System.Threading.Channels",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "System.Threading.Tasks.Extensions",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "Valkey.Glide",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "a2a-sdk",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "a2a-sdk",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "addict",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ag-ui-protocol",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "ag-ui-protocol",
            "direct": false,
            "version": "0.1.19",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework",
            "direct": false,
            "version": "1.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-a2a",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-a2a",
            "direct": false,
            "version": "1.0.0b260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-ag-ui",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-ag-ui",
            "direct": false,
            "version": "1.0.0rc8",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-anthropic",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-anthropic",
            "direct": false,
            "version": "1.0.0b260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-azure-ai-search",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-azure-ai-search",
            "direct": false,
            "version": "1.0.0b260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-azure-contentunderstanding",
            "direct": false,
            "version": "1.0.0a260618",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-azure-cosmos",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-azure-cosmos",
            "direct": false,
            "version": "1.0.0b260521",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-azurefunctions",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-azurefunctions",
            "direct": false,
            "version": "1.0.0b260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-bedrock",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-bedrock",
            "direct": false,
            "version": "1.0.0b260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-chatkit",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-chatkit",
            "direct": false,
            "version": "1.0.0b260528",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-claude",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-claude",
            "direct": false,
            "version": "1.0.0b260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-copilotstudio",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-copilotstudio",
            "direct": false,
            "version": "1.0.0b260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-declarative",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-declarative",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-devui",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-devui",
            "direct": false,
            "version": "1.0.0b260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-durabletask",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-durabletask",
            "direct": false,
            "version": "1.0.0b260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-foundry",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-foundry",
            "direct": false,
            "version": "1.10.1",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-foundry-hosting",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-foundry-hosting",
            "direct": false,
            "version": "1.0.0a260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-foundry-local",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-foundry-local",
            "direct": false,
            "version": "1.0.0b260521",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-gemini",
            "direct": false,
            "version": "1.0.0a260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-github-copilot",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-github-copilot",
            "direct": false,
            "version": "1.0.0rc3",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-hosting",
            "direct": false,
            "version": "1.0.0a260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-hosting-responses",
            "direct": false,
            "version": "1.0.0a260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-hosting-telegram",
            "direct": false,
            "version": "1.0.0a260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-hyperlight",
            "direct": false,
            "version": "1.0.0b260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-lab",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-lab",
            "direct": false,
            "version": "1.0.0b260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-mem0",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-mem0",
            "direct": false,
            "version": "1.0.0b260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-mistral",
            "direct": false,
            "version": "1.0.0a260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-monty",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-monty",
            "direct": false,
            "version": "1.0.0a260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-ollama",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-ollama",
            "direct": false,
            "version": "1.0.0b260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-openai",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-openai",
            "direct": false,
            "version": "1.10.1",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-orchestrations",
            "direct": false,
            "version": "1.0.0rc1",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-orchestrations",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-orchestrations",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-purview",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-purview",
            "direct": false,
            "version": "1.0.0b260709",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-redis",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-redis",
            "direct": false,
            "version": "1.0.0b260521",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-framework-tools",
            "direct": false,
            "version": "1.0.0a260630",
            "ecosystem": "pypi"
          },
          {
            "name": "agentlightning",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agentlightning",
            "direct": false,
            "version": "0.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "agentops",
            "direct": false,
            "version": "0.4.21",
            "ecosystem": "pypi"
          },
          {
            "name": "aiogram",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "aiohappyeyeballs",
            "direct": false,
            "version": "2.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.14.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aiologic",
            "direct": false,
            "version": "0.17.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aiosignal",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-doc",
            "direct": false,
            "version": "0.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ansicon",
            "direct": false,
            "version": "1.89.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anthropic",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "anthropic",
            "direct": false,
            "version": "0.116.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.14.1",
            "ecosystem": "pypi"
          },
          {
            "name": "appdirs",
            "direct": false,
            "version": "1.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "apscheduler",
            "direct": false,
            "version": "3.11.3",
            "ecosystem": "pypi"
          },
          {
            "name": "asgiref",
            "direct": false,
            "version": "3.11.1",
            "ecosystem": "pypi"
          },
          {
            "name": "ast-serialize",
            "direct": false,
            "version": "0.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "async-timeout",
            "direct": false,
            "version": "5.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "asyncio",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "26.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-ai-agentserver-core",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "azure-ai-agentserver-core",
            "direct": false,
            "version": "2.0.0b7",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-ai-agentserver-invocations",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "azure-ai-agentserver-invocations",
            "direct": false,
            "version": "1.0.0b6",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-ai-agentserver-responses",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "azure-ai-agentserver-responses",
            "direct": false,
            "version": "1.0.0b8",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-ai-contentunderstanding",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "azure-ai-contentunderstanding",
            "direct": false,
            "version": "1.2.0b2",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-ai-inference",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "azure-ai-inference",
            "direct": false,
            "version": "1.0.0b9",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-ai-projects",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "azure-ai-projects",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-core",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "azure-core",
            "direct": false,
            "version": "1.41.0",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-core-tracing-opentelemetry",
            "direct": false,
            "version": "1.0.0b13",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-cosmos",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "azure-cosmos",
            "direct": false,
            "version": "4.16.1",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-functions",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "azure-functions",
            "direct": false,
            "version": "1.24.0",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-functions-durable",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "azure-functions-durable",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-identity",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "azure-identity",
            "direct": false,
            "version": "1.25.3",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-monitor-opentelemetry",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "azure-monitor-opentelemetry",
            "direct": false,
            "version": "1.8.9",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-monitor-opentelemetry-exporter",
            "direct": false,
            "version": "1.0.0b55",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-search-documents",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "azure-search-documents",
            "direct": false,
            "version": "12.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-storage-blob",
            "direct": false,
            "version": "12.30.0",
            "ecosystem": "pypi"
          },
          {
            "name": "backoff",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "backports-asyncio-runner",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "blessed",
            "direct": false,
            "version": "1.47.0",
            "ecosystem": "pypi"
          },
          {
            "name": "blinker",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "boto3",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "boto3",
            "direct": false,
            "version": "1.43.45",
            "ecosystem": "pypi"
          },
          {
            "name": "botocore",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "botocore",
            "direct": false,
            "version": "1.43.45",
            "ecosystem": "pypi"
          },
          {
            "name": "cachebox",
            "direct": false,
            "version": "5.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2026.6.17",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.9",
            "ecosystem": "pypi"
          },
          {
            "name": "claude-agent-sdk",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "claude-agent-sdk",
            "direct": false,
            "version": "0.2.115",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "clr-loader",
            "direct": false,
            "version": "0.2.10",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "contourpy",
            "direct": false,
            "version": "1.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "contourpy",
            "direct": false,
            "version": "1.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "coverage",
            "direct": false,
            "version": "7.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "croniter",
            "direct": false,
            "version": "6.2.4",
            "ecosystem": "pypi"
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "48.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "culsans",
            "direct": false,
            "version": "0.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cycler",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "debugpy",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "deepdiff",
            "direct": false,
            "version": "9.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "distro",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "dnspython",
            "direct": false,
            "version": "2.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "docstring-parser",
            "direct": false,
            "version": "0.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "docutils",
            "direct": false,
            "version": "0.23",
            "ecosystem": "pypi"
          },
          {
            "name": "durabletask",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "durabletask",
            "direct": false,
            "version": "1.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "durabletask-azuremanaged",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "durabletask-azuremanaged",
            "direct": false,
            "version": "1.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "email-validator",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "eval-type-backport",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "execnet",
            "direct": false,
            "version": "2.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "expression",
            "direct": false,
            "version": "5.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fastapi",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "fastapi",
            "direct": false,
            "version": "0.138.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fastapi-sso",
            "direct": false,
            "version": "0.21.1",
            "ecosystem": "pypi"
          },
          {
            "name": "fastuuid",
            "direct": false,
            "version": "0.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "filelock",
            "direct": false,
            "version": "3.29.7",
            "ecosystem": "pypi"
          },
          {
            "name": "filetype",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "filetype",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "flask",
            "direct": false,
            "version": "3.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "flit",
            "direct": false,
            "version": "3.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "flit-core",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "flit-core",
            "direct": false,
            "version": "3.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fonttools",
            "direct": false,
            "version": "4.63.0",
            "ecosystem": "pypi"
          },
          {
            "name": "foundry-local-sdk",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "foundry-local-sdk",
            "direct": false,
            "version": "0.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "frozenlist",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fs",
            "direct": false,
            "version": "2.4.16",
            "ecosystem": "pypi"
          },
          {
            "name": "fsspec",
            "direct": false,
            "version": "2026.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "furl",
            "direct": false,
            "version": "2.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "github-copilot-sdk",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "github-copilot-sdk",
            "direct": false,
            "version": "1.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "google-api-core",
            "direct": false,
            "version": "2.31.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth",
            "direct": false,
            "version": "2.55.2",
            "ecosystem": "pypi"
          },
          {
            "name": "google-genai",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "google-genai",
            "direct": false,
            "version": "2.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "googleapis-common-protos",
            "direct": false,
            "version": "1.75.0",
            "ecosystem": "pypi"
          },
          {
            "name": "gpustat",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "granian",
            "direct": false,
            "version": "2.7.9",
            "ecosystem": "pypi"
          },
          {
            "name": "graphviz",
            "direct": false,
            "version": "0.21",
            "ecosystem": "pypi"
          },
          {
            "name": "greenlet",
            "direct": false,
            "version": "3.5.3",
            "ecosystem": "pypi"
          },
          {
            "name": "griffelib",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio",
            "direct": false,
            "version": "1.82.1",
            "ecosystem": "pypi"
          },
          {
            "name": "gunicorn",
            "direct": false,
            "version": "23.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "h2",
            "direct": false,
            "version": "4.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "hatchling",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "hf-xet",
            "direct": false,
            "version": "1.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "hpack",
            "direct": false,
            "version": "4.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "httptools",
            "direct": false,
            "version": "0.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": "0.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx-sse",
            "direct": false,
            "version": "0.4.3",
            "ecosystem": "pypi"
          },
          {
            "name": "huggingface-hub",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "huggingface-hub",
            "direct": false,
            "version": "1.23.0",
            "ecosystem": "pypi"
          },
          {
            "name": "hypercorn",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "hypercorn",
            "direct": false,
            "version": "0.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "hyperframe",
            "direct": false,
            "version": "6.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "hyperlight-sandbox",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "hyperlight-sandbox",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "hyperlight-sandbox-backend-wasm",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "hyperlight-sandbox-python-guest",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "hyperlight-sandbox-python-guest",
            "direct": false,
            "version": "0.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.18",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-metadata",
            "direct": false,
            "version": "8.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "invoke",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "isodate",
            "direct": false,
            "version": "0.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "itsdangerous",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": "3.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "jinxed",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jiter",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jmespath",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "joblib",
            "direct": false,
            "version": "1.5.3",
            "ecosystem": "pypi"
          },
          {
            "name": "json-rpc",
            "direct": false,
            "version": "1.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpath-ng",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema",
            "direct": false,
            "version": "4.26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema-specifications",
            "direct": false,
            "version": "2025.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "kiwisolver",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "langfuse",
            "direct": false,
            "version": "4.13.2",
            "ecosystem": "pypi"
          },
          {
            "name": "librt",
            "direct": false,
            "version": "0.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "litellm",
            "direct": false,
            "version": "1.91.1",
            "ecosystem": "pypi"
          },
          {
            "name": "litellm-enterprise",
            "direct": false,
            "version": "0.1.44",
            "ecosystem": "pypi"
          },
          {
            "name": "litellm-proxy-extras",
            "direct": false,
            "version": "0.4.74",
            "ecosystem": "pypi"
          },
          {
            "name": "loguru",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "loguru",
            "direct": false,
            "version": "0.7.3",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "4.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib",
            "direct": false,
            "version": "3.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib",
            "direct": false,
            "version": "3.10.9",
            "ecosystem": "pypi"
          },
          {
            "name": "mcp",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mcp",
            "direct": false,
            "version": "1.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mem0ai",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mem0ai",
            "direct": false,
            "version": "2.0.11",
            "ecosystem": "pypi"
          },
          {
            "name": "microsoft-agents-activity",
            "direct": false,
            "version": "0.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "microsoft-agents-copilotstudio-client",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "microsoft-agents-copilotstudio-client",
            "direct": false,
            "version": "0.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "microsoft-agents-hosting-core",
            "direct": false,
            "version": "0.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "microsoft-opentelemetry",
            "direct": false,
            "version": "1.3.5",
            "ecosystem": "pypi"
          },
          {
            "name": "mistralai",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mistralai",
            "direct": false,
            "version": "1.12.4",
            "ecosystem": "pypi"
          },
          {
            "name": "ml-dtypes",
            "direct": false,
            "version": "0.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "mpmath",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "msal",
            "direct": false,
            "version": "1.37.0",
            "ecosystem": "pypi"
          },
          {
            "name": "msal-extensions",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "msrest",
            "direct": false,
            "version": "0.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "multidict",
            "direct": false,
            "version": "6.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy",
            "direct": false,
            "version": "1.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy-extensions",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "narwhals",
            "direct": false,
            "version": "2.23.0",
            "ecosystem": "pypi"
          },
          {
            "name": "nodeenv",
            "direct": false,
            "version": "1.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.2.6",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-ml-py",
            "direct": false,
            "version": "13.610.43",
            "ecosystem": "pypi"
          },
          {
            "name": "oauthlib",
            "direct": false,
            "version": "3.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "ollama",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "ollama",
            "direct": false,
            "version": "0.5.3",
            "ecosystem": "pypi"
          },
          {
            "name": "openai",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "openai",
            "direct": false,
            "version": "2.45.0",
            "ecosystem": "pypi"
          },
          {
            "name": "openai-agents",
            "direct": false,
            "version": "0.18.1",
            "ecosystem": "pypi"
          },
          {
            "name": "openai-chatkit",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "openai-chatkit",
            "direct": false,
            "version": "1.6.5",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-api",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-api",
            "direct": false,
            "version": "1.43.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-exporter-otlp",
            "direct": false,
            "version": "1.43.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-exporter-otlp-proto-common",
            "direct": false,
            "version": "1.43.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-exporter-otlp-proto-grpc",
            "direct": false,
            "version": "1.43.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-exporter-otlp-proto-http",
            "direct": false,
            "version": "1.43.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation",
            "direct": false,
            "version": "0.64b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-asgi",
            "direct": false,
            "version": "0.64b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-dbapi",
            "direct": false,
            "version": "0.64b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-django",
            "direct": false,
            "version": "0.64b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-fastapi",
            "direct": false,
            "version": "0.64b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-flask",
            "direct": false,
            "version": "0.64b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-httpx",
            "direct": false,
            "version": "0.64b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-logging",
            "direct": false,
            "version": "0.64b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-openai-agents-v2",
            "direct": false,
            "version": "0.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-openai-v2",
            "direct": false,
            "version": "2.3b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-psycopg2",
            "direct": false,
            "version": "0.64b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-requests",
            "direct": false,
            "version": "0.64b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-urllib",
            "direct": false,
            "version": "0.64b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-urllib3",
            "direct": false,
            "version": "0.64b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-wsgi",
            "direct": false,
            "version": "0.64b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-proto",
            "direct": false,
            "version": "1.43.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-resource-detector-azure",
            "direct": false,
            "version": "0.1.5",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-sdk",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-sdk",
            "direct": false,
            "version": "1.43.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-semantic-conventions",
            "direct": false,
            "version": "0.64b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-util-genai",
            "direct": false,
            "version": "0.3b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-util-http",
            "direct": false,
            "version": "0.64b0",
            "ecosystem": "pypi"
          },
          {
            "name": "ordered-set",
            "direct": false,
            "version": "4.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "orderedmultidict",
            "direct": false,
            "version": "1.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "orderly-set",
            "direct": false,
            "version": "5.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "orjson",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "orjson",
            "direct": false,
            "version": "3.11.9",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "24.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": "2.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pastel",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pathspec",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pillow",
            "direct": false,
            "version": "12.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pip",
            "direct": false,
            "version": "26.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "plotly",
            "direct": false,
            "version": "6.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "poethepoet",
            "direct": false,
            "version": "0.46.0",
            "ecosystem": "pypi"
          },
          {
            "name": "poethepoet",
            "direct": false,
            "version": "0.48.0",
            "ecosystem": "pypi"
          },
          {
            "name": "polars",
            "direct": false,
            "version": "1.42.1",
            "ecosystem": "pypi"
          },
          {
            "name": "polars-runtime-32",
            "direct": false,
            "version": "1.42.1",
            "ecosystem": "pypi"
          },
          {
            "name": "portalocker",
            "direct": false,
            "version": "3.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "portpicker",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "posthog",
            "direct": false,
            "version": "7.22.0",
            "ecosystem": "pypi"
          },
          {
            "name": "powerfx",
            "direct": false,
            "version": "0.0.34",
            "ecosystem": "pypi"
          },
          {
            "name": "prek",
            "direct": false,
            "version": "0.4.3",
            "ecosystem": "pypi"
          },
          {
            "name": "prek",
            "direct": false,
            "version": "0.4.8",
            "ecosystem": "pypi"
          },
          {
            "name": "priority",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "propcache",
            "direct": false,
            "version": "0.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "proto-plus",
            "direct": false,
            "version": "1.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": false,
            "version": "6.33.6",
            "ecosystem": "pypi"
          },
          {
            "name": "psutil",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "psutil",
            "direct": false,
            "version": "7.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyarrow",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyarrow",
            "direct": false,
            "version": "25.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1",
            "direct": false,
            "version": "0.6.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1-modules",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": "2.13.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-argparse",
            "direct": false,
            "version": "0.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.46.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-monty",
            "direct": false,
            "version": "0.0.18",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-monty",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-settings",
            "direct": false,
            "version": "2.14.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyjwt",
            "direct": false,
            "version": "2.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pynacl",
            "direct": false,
            "version": "1.6.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyparsing",
            "direct": false,
            "version": "3.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyrefly",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyright",
            "direct": false,
            "version": "1.1.411",
            "ecosystem": "pypi"
          },
          {
            "name": "pyright",
            "direct": false,
            "version": "1.1.408",
            "ecosystem": "pypi"
          },
          {
            "name": "pyroscope-io",
            "direct": false,
            "version": "0.8.16",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "9.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "9.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-asyncio",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": "7.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-retry",
            "direct": false,
            "version": "1.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-timeout",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-xdist",
            "direct": false,
            "version": "3.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": false,
            "version": "2.9.0.post0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dotenv",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "python-dotenv",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "python-multipart",
            "direct": false,
            "version": "0.0.32",
            "ecosystem": "pypi"
          },
          {
            "name": "python-ulid",
            "direct": false,
            "version": "3.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pythonnet",
            "direct": false,
            "version": "3.0.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pytz",
            "direct": false,
            "version": "2026.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pywin32",
            "direct": false,
            "version": "312",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": "6.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "qdrant-client",
            "direct": false,
            "version": "1.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "redis",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "redis",
            "direct": false,
            "version": "7.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "redisvl",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "redisvl",
            "direct": false,
            "version": "0.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "referencing",
            "direct": false,
            "version": "0.37.0",
            "ecosystem": "pypi"
          },
          {
            "name": "regex",
            "direct": false,
            "version": "2026.6.28",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": false,
            "version": "2.34.2",
            "ecosystem": "pypi"
          },
          {
            "name": "requests-oauthlib",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "restrictedpython",
            "direct": false,
            "version": "8.4",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": false,
            "version": "13.9.4",
            "ecosystem": "pypi"
          },
          {
            "name": "rpds-py",
            "direct": false,
            "version": "2026.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "rpds-py",
            "direct": false,
            "version": "0.30.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rq",
            "direct": false,
            "version": "2.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": false,
            "version": "0.15.15",
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": false,
            "version": "0.15.20",
            "ecosystem": "pypi"
          },
          {
            "name": "s3transfer",
            "direct": false,
            "version": "0.19.0",
            "ecosystem": "pypi"
          },
          {
            "name": "scikit-learn",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "scikit-learn",
            "direct": false,
            "version": "1.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": false,
            "version": "1.17.1",
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": false,
            "version": "1.15.3",
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": false,
            "version": "1.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "seaborn",
            "direct": false,
            "version": "0.13.2",
            "ecosystem": "pypi"
          },
          {
            "name": "setproctitle",
            "direct": false,
            "version": "1.3.7",
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools",
            "direct": false,
            "version": "83.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "six",
            "direct": false,
            "version": "1.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sniffio",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "soundfile",
            "direct": false,
            "version": "0.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy",
            "direct": false,
            "version": "2.0.51",
            "ecosystem": "pypi"
          },
          {
            "name": "sse-starlette",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sse-starlette",
            "direct": false,
            "version": "3.4.5",
            "ecosystem": "pypi"
          },
          {
            "name": "starlette",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sympy",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sympy",
            "direct": false,
            "version": "1.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tabulate",
            "direct": false,
            "version": "0.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "taskgroup",
            "direct": false,
            "version": "0.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tau2",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "tau2",
            "direct": false,
            "version": "0.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tenacity",
            "direct": false,
            "version": "9.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "termcolor",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "threadpoolctl",
            "direct": false,
            "version": "3.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tiktoken",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "tiktoken",
            "direct": false,
            "version": "0.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tokenizers",
            "direct": false,
            "version": "0.23.1",
            "ecosystem": "pypi"
          },
          {
            "name": "toml",
            "direct": false,
            "version": "0.10.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli-w",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tqdm",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "tqdm",
            "direct": false,
            "version": "4.68.4",
            "ecosystem": "pypi"
          },
          {
            "name": "ty",
            "direct": false,
            "version": "0.0.55",
            "ecosystem": "pypi"
          },
          {
            "name": "types-python-dateutil",
            "direct": false,
            "version": "2.9.0.20260518",
            "ecosystem": "pypi"
          },
          {
            "name": "types-pyyaml",
            "direct": false,
            "version": "6.0.12.20260518",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": "4.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tzdata",
            "direct": false,
            "version": "2026.3",
            "ecosystem": "pypi"
          },
          {
            "name": "tzlocal",
            "direct": false,
            "version": "5.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "uv",
            "direct": false,
            "version": "0.11.17",
            "ecosystem": "pypi"
          },
          {
            "name": "uv",
            "direct": false,
            "version": "0.11.28",
            "ecosystem": "pypi"
          },
          {
            "name": "uv-build",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "uvicorn",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "uvicorn",
            "direct": false,
            "version": "0.51.0",
            "ecosystem": "pypi"
          },
          {
            "name": "uvicorn-worker",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "uvloop",
            "direct": false,
            "version": "0.22.1",
            "ecosystem": "pypi"
          },
          {
            "name": "watchdog",
            "direct": false,
            "version": "6.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "watchfiles",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wcwidth",
            "direct": false,
            "version": "0.8.2",
            "ecosystem": "pypi"
          },
          {
            "name": "websockets",
            "direct": false,
            "version": "15.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "werkzeug",
            "direct": false,
            "version": "3.1.8",
            "ecosystem": "pypi"
          },
          {
            "name": "wheel",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "win32-setctime",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wrapt",
            "direct": false,
            "version": "1.17.3",
            "ecosystem": "pypi"
          },
          {
            "name": "wsproto",
            "direct": false,
            "version": "1.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "yarl",
            "direct": false,
            "version": "1.24.2",
            "ecosystem": "pypi"
          },
          {
            "name": "zipp",
            "direct": false,
            "version": "4.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "zuban",
            "direct": false,
            "version": "0.8.2",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 930,
        "direct_count": 2,
        "indirect_count": 928
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 145,
        "merged_prs": 2775,
        "open_issues": 498,
        "closed_ratio": 0.831,
        "closed_issues": 2457,
        "closed_unmerged_prs": 885
      },
      "bus_factor": 6,
      "top_contributors": [
        {
          "type": "User",
          "login": "westey-m",
          "commits": 274,
          "avatar_url": "https://avatars.githubusercontent.com/u/164392973?u=d567486319554f48de17b0189a98d0b46eec0e34&v=4"
        },
        {
          "type": "User",
          "login": "eavanvalkenburg",
          "commits": 261,
          "avatar_url": "https://avatars.githubusercontent.com/u/13749212?u=b58700c3bd236e880223bccba53b7ad0dd4d7003&v=4"
        },
        {
          "type": "User",
          "login": "moonbox3",
          "commits": 253,
          "avatar_url": "https://avatars.githubusercontent.com/u/35585003?u=336ff6f4160f17ee0ea43f3c47681cc1a97ac4e8&v=4"
        },
        {
          "type": "Bot",
          "login": "dependabot[bot]",
          "commits": 184,
          "avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
        },
        {
          "type": "User",
          "login": "giles17",
          "commits": 157,
          "avatar_url": "https://avatars.githubusercontent.com/u/79032838?u=f923bb95eed719efecae5025f34e1672e66733cd&v=4"
        },
        {
          "type": "User",
          "login": "dmytrostruk",
          "commits": 150,
          "avatar_url": "https://avatars.githubusercontent.com/u/13853051?u=dc714e6b4dd13e750f654fbaaff18d1230f09cab&v=4"
        },
        {
          "type": "User",
          "login": "rogerbarreto",
          "commits": 136,
          "avatar_url": "https://avatars.githubusercontent.com/u/19890735?u=4298158dd30924c82c94f69ad68b2e86ff14c95a&v=4"
        },
        {
          "type": "User",
          "login": "SergeyMenshykh",
          "commits": 120,
          "avatar_url": "https://avatars.githubusercontent.com/u/68852919?u=b4c5d520ff32b6693add2d73e71d471926fe188b&v=4"
        },
        {
          "type": "User",
          "login": "TaoChenOSU",
          "commits": 110,
          "avatar_url": "https://avatars.githubusercontent.com/u/12570346?u=305edf48c72a02e8fa0fba8f83eeef6956c45f84&v=4"
        },
        {
          "login": "Copilot",
          "commits": 104
        }
      ],
      "contributors_sampled": 100,
      "top_contributor_share": 0.11
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "codeql-analysis.yml",
        "devflow-pr-review.yml",
        "dotnet-build-and-test.yml",
        "dotnet-format.yml",
        "dotnet-integration-tests.yml",
        "dotnet-verify-samples.yml",
        "integration-tests-manual.yml",
        "issue-triage.yml",
        "label-issues.yml",
        "label-pr.yml",
        "label-title-prefix.yml",
        "limit-community-prs.yml",
        "markdown-link-check.yml",
        "merge-gatekeeper.yml",
        "python-code-quality.yml",
        "python-dependency-maintenance.yml",
        "python-docs.yml",
        "python-integration-tests.yml",
        "python-lab-tests.yml",
        "python-merge-tests.yml",
        "python-release.yml",
        "python-sample-validation.yml",
        "python-test-coverage-report.yml",
        "python-test-coverage.yml",
        "python-tests.yml",
        "stale-issue-pr-ping.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [
        "eslint.config.js"
      ],
      "has_editorconfig": true,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "package-lock.json",
        "uv.lock",
        "yarn.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 8,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 9,
            "reason": "Found 29/30 approved changesets -- score normalized to 9",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 8 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 0,
            "reason": "dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 3,
            "reason": "dependency not pinned by hash detected -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 7,
            "reason": "SAST tool detected but not run on all commits",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 8,
            "reason": "2 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "b3f2e5392350d32835a40455d5069c18cac47a97",
        "ran_at": "2026-07-15T10:58:14Z",
        "aggregate_score": 6.4,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": true,
      "has_security_policy": true,
      "has_dependabot_config": true
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/microsoft/agent-framework",
    "host": "github.com",
    "name": "agent-framework",
    "owner": "microsoft"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "excellent",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 89,
      "inputs": {
        "security": 64,
        "vitality": 100,
        "community": 94,
        "governance": 88,
        "engineering": 96
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 100,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "commits_last_year": 2495,
              "human_commit_share": null,
              "days_since_last_push": 0,
              "active_weeks_last_year": 52
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "52/52 weeks with commits",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 52
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "2495 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 2495
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 100,
              "latest_release_tag": "python-1.11.0",
              "releases_from_tags": false,
              "days_since_latest_release": 5,
              "mean_days_between_releases": 3.9
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "100 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 5 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~3.9 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 3.9
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "no_commit_sample",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "excellent",
        "name": "Community & Adoption",
        "value": 94,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "excellent",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 96,
            "inputs": {
              "forks": 2035,
              "stars": 12131,
              "watchers": 107,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "12,131 stars",
                "points": 60,
                "status": "met",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 12131
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "2,035 forks",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 2035
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "107 watchers",
                "points": 11.3,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 107
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "excellent",
        "name": "Sustainability & Governance",
        "value": 88,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "excellent",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "bus_factor": 6,
              "contributors_sampled": 100,
              "top_contributor_share": 0.11
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "6 contributor(s) cover half of all commits",
                "points": 48.6,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 11% of commits",
                "points": 20,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 11
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 8 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "merged_prs": 2775,
              "open_issues": 498,
              "closed_issues": 2457,
              "issue_closed_ratio": 0.831,
              "closed_unmerged_prs": 885
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "83% of issues closed",
                "points": 38.8,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 83
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "2775/3660 decided PRs merged",
                "points": 29,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 2775,
                      "decided": 3660
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 29/30 approved changesets -- score normalized to 9",
                "points": 13.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "followers": 125172,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "microsoft",
              "public_repos": 8189,
              "account_age_days": 4599
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "125,172 followers of microsoft",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 125172,
                      "login": "microsoft"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "8189 public repos, account ~12 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 8189
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 12
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "agent-framework"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "51 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 51
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 96,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "26 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 26
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": "eslint.config.js",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "agent-framework",
                "agentic-ai",
                "agents",
                "ai",
                "dotnet",
                "multi-agent",
                "orchestration",
                "python",
                "sdk",
                "workflows"
              ],
              "has_wiki": false,
              "homepage": "https://aka.ms/agent-framework",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://aka.ms/agent-framework",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "10 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 10
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 64,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 64,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 6.4
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 29/30 approved changesets -- score normalized to 9",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 8 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "dangerous workflow patterns detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool detected but not run on all commits",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "2 existing vulnerabilities detected",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 5
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 71,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                ".github/copilot-instructions.md",
                ".github/instructions/durabletask-dotnet.instructions.md",
                "docs/features/durable-agents/AGENTS.md",
                "dotnet/AGENTS.md",
                "dotnet/samples/AGENTS.md",
                "python/AGENTS.md",
                "python/packages/a2a/AGENTS.md",
                "python/packages/ag-ui/AGENTS.md",
                "python/packages/anthropic/AGENTS.md",
                "python/packages/azure-ai-search/AGENTS.md",
                "python/packages/azure-contentunderstanding/AGENTS.md",
                "python/packages/azure-cosmos/AGENTS.md",
                "python/packages/azurefunctions/AGENTS.md",
                "python/packages/bedrock/AGENTS.md",
                "python/packages/chatkit/AGENTS.md",
                "python/packages/claude/AGENTS.md",
                "python/packages/copilotstudio/AGENTS.md",
                "python/packages/core/AGENTS.md",
                "python/packages/declarative/AGENTS.md",
                "python/packages/devui/AGENTS.md",
                "python/packages/durabletask/AGENTS.md",
                "python/packages/foundry_local/AGENTS.md",
                "python/packages/gemini/AGENTS.md",
                "python/packages/github_copilot/AGENTS.md",
                "python/packages/lab/AGENTS.md",
                "python/packages/mem0/AGENTS.md",
                "python/packages/mistral/AGENTS.md",
                "python/packages/monty/AGENTS.md",
                "python/packages/ollama/AGENTS.md",
                "python/packages/openai/AGENTS.md",
                "python/packages/purview/AGENTS.md",
                "python/packages/redis/AGENTS.md",
                "python/samples/AGENTS.md"
              ],
              "agent_instruction_max_bytes": 37605
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".github/copilot-instructions.md, .github/instructions/durabletask-dotnet.instructions.md, docs/features/durable-agents/AGENTS.md, dotnet/AGENTS.md, dotnet/samples/AGENTS.md, python/AGENTS.md, python/packages/a2a/AGENTS.md, python/packages/ag-ui/AGENTS.md, python/packages/anthropic/AGENTS.md, python/packages/azure-ai-search/AGENTS.md, python/packages/azure-contentunderstanding/AGENTS.md, python/packages/azure-cosmos/AGENTS.md, python/packages/azurefunctions/AGENTS.md, python/packages/bedrock/AGENTS.md, python/packages/chatkit/AGENTS.md, python/packages/claude/AGENTS.md, python/packages/copilotstudio/AGENTS.md, python/packages/core/AGENTS.md, python/packages/declarative/AGENTS.md, python/packages/devui/AGENTS.md, python/packages/durabletask/AGENTS.md, python/packages/foundry_local/AGENTS.md, python/packages/gemini/AGENTS.md, python/packages/github_copilot/AGENTS.md, python/packages/lab/AGENTS.md, python/packages/mem0/AGENTS.md, python/packages/mistral/AGENTS.md, python/packages/monty/AGENTS.md, python/packages/ollama/AGENTS.md, python/packages/openai/AGENTS.md, python/packages/purview/AGENTS.md, python/packages/redis/AGENTS.md, python/samples/AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".github/copilot-instructions.md, .github/instructions/durabletask-dotnet.instructions.md, docs/features/durable-agents/AGENTS.md, dotnet/AGENTS.md, dotnet/samples/AGENTS.md, python/AGENTS.md, python/packages/a2a/AGENTS.md, python/packages/ag-ui/AGENTS.md, python/packages/anthropic/AGENTS.md, python/packages/azure-ai-search/AGENTS.md, python/packages/azure-contentunderstanding/AGENTS.md, python/packages/azure-cosmos/AGENTS.md, python/packages/azurefunctions/AGENTS.md, python/packages/bedrock/AGENTS.md, python/packages/chatkit/AGENTS.md, python/packages/claude/AGENTS.md, python/packages/copilotstudio/AGENTS.md, python/packages/core/AGENTS.md, python/packages/declarative/AGENTS.md, python/packages/devui/AGENTS.md, python/packages/durabletask/AGENTS.md, python/packages/foundry_local/AGENTS.md, python/packages/gemini/AGENTS.md, python/packages/github_copilot/AGENTS.md, python/packages/lab/AGENTS.md, python/packages/mem0/AGENTS.md, python/packages/mistral/AGENTS.md, python/packages/monty/AGENTS.md, python/packages/ollama/AGENTS.md, python/packages/openai/AGENTS.md, python/packages/purview/AGENTS.md, python/packages/redis/AGENTS.md, python/samples/AGENTS.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 69,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "uv.lock",
                "yarn.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
                "python/packages/ag-ui/agent_framework_ag_ui/py.typed",
                "python/packages/azurefunctions/agent_framework_azurefunctions/py.typed",
                "python/packages/chatkit/agent_framework_chatkit/py.typed",
                "python/packages/core/agent_framework/py.typed",
                "python/packages/devui/frontend/tsconfig.json",
                "python/packages/durabletask/agent_framework_durabletask/py.typed",
                "python/packages/foundry_local/agent_framework_foundry_local/py.typed",
                "python/packages/gemini/agent_framework_gemini/py.typed",
                "python/packages/hyperlight/agent_framework_hyperlight/py.typed",
                "python/packages/lab/gaia/agent_framework_lab_gaia/py.typed",
                "python/packages/lab/lightning/agent_framework_lab_lightning/py.typed",
                "python/packages/lab/tau2/agent_framework_lab_tau2/py.typed",
                "python/packages/mistral/agent_framework_mistral/py.typed",
                "python/packages/monty/agent_framework_monty/py.typed",
                "python/packages/ollama/agent_framework_ollama/py.typed",
                "python/packages/openai/agent_framework_openai/py.typed",
                "python/packages/orchestrations/agent_framework_orchestrations/py.typed",
                "python/packages/tools/agent_framework_tools/py.typed",
                "python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend/tsconfig.json",
                "python/samples/05-end-to-end/chatkit-integration/frontend/tsconfig.json",
                "python/samples/autogen-migration/pyrightconfig.json"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "eslint.config.js",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "python/packages/ag-ui/agent_framework_ag_ui/py.typed, python/packages/azurefunctions/agent_framework_azurefunctions/py.typed, python/packages/chatkit/agent_framework_chatkit/py.typed, python/packages/core/agent_framework/py.typed, python/packages/devui/frontend/tsconfig.json, python/packages/durabletask/agent_framework_durabletask/py.typed, python/packages/foundry_local/agent_framework_foundry_local/py.typed, python/packages/gemini/agent_framework_gemini/py.typed, python/packages/hyperlight/agent_framework_hyperlight/py.typed, python/packages/lab/gaia/agent_framework_lab_gaia/py.typed, python/packages/lab/lightning/agent_framework_lab_lightning/py.typed, python/packages/lab/tau2/agent_framework_lab_tau2/py.typed, python/packages/mistral/agent_framework_mistral/py.typed, python/packages/monty/agent_framework_monty/py.typed, python/packages/ollama/agent_framework_ollama/py.typed, python/packages/openai/agent_framework_openai/py.typed, python/packages/orchestrations/agent_framework_orchestrations/py.typed, python/packages/tools/agent_framework_tools/py.typed, python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend/tsconfig.json, python/samples/05-end-to-end/chatkit-integration/frontend/tsconfig.json, python/samples/autogen-migration/pyrightconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "python/packages/ag-ui/agent_framework_ag_ui/py.typed, python/packages/azurefunctions/agent_framework_azurefunctions/py.typed, python/packages/chatkit/agent_framework_chatkit/py.typed, python/packages/core/agent_framework/py.typed, python/packages/devui/frontend/tsconfig.json, python/packages/durabletask/agent_framework_durabletask/py.typed, python/packages/foundry_local/agent_framework_foundry_local/py.typed, python/packages/gemini/agent_framework_gemini/py.typed, python/packages/hyperlight/agent_framework_hyperlight/py.typed, python/packages/lab/gaia/agent_framework_lab_gaia/py.typed, python/packages/lab/lightning/agent_framework_lab_lightning/py.typed, python/packages/lab/tau2/agent_framework_lab_tau2/py.typed, python/packages/mistral/agent_framework_mistral/py.typed, python/packages/monty/agent_framework_monty/py.typed, python/packages/ollama/agent_framework_ollama/py.typed, python/packages/openai/agent_framework_openai/py.typed, python/packages/orchestrations/agent_framework_orchestrations/py.typed, python/packages/tools/agent_framework_tools/py.typed, python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend/tsconfig.json, python/samples/05-end-to-end/chatkit-integration/frontend/tsconfig.json, python/samples/autogen-migration/pyrightconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 834074,
              "source_files_sampled": 3378,
              "oversized_source_files": 72
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (python/packages/ag-ui/agent_framework_ag_ui/py.typed, python/packages/azurefunctions/agent_framework_azurefunctions/py.typed, python/packages/chatkit/agent_framework_chatkit/py.typed, python/packages/core/agent_framework/py.typed, python/packages/devui/frontend/tsconfig.json, python/packages/durabletask/agent_framework_durabletask/py.typed, python/packages/foundry_local/agent_framework_foundry_local/py.typed, python/packages/gemini/agent_framework_gemini/py.typed, python/packages/hyperlight/agent_framework_hyperlight/py.typed, python/packages/lab/gaia/agent_framework_lab_gaia/py.typed, python/packages/lab/lightning/agent_framework_lab_lightning/py.typed, python/packages/lab/tau2/agent_framework_lab_tau2/py.typed, python/packages/mistral/agent_framework_mistral/py.typed, python/packages/monty/agent_framework_monty/py.typed, python/packages/ollama/agent_framework_ollama/py.typed, python/packages/openai/agent_framework_openai/py.typed, python/packages/orchestrations/agent_framework_orchestrations/py.typed, python/packages/tools/agent_framework_tools/py.typed, python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend/tsconfig.json, python/samples/05-end-to-end/chatkit-integration/frontend/tsconfig.json, python/samples/autogen-migration/pyrightconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "python/packages/ag-ui/agent_framework_ag_ui/py.typed, python/packages/azurefunctions/agent_framework_azurefunctions/py.typed, python/packages/chatkit/agent_framework_chatkit/py.typed, python/packages/core/agent_framework/py.typed, python/packages/devui/frontend/tsconfig.json, python/packages/durabletask/agent_framework_durabletask/py.typed, python/packages/foundry_local/agent_framework_foundry_local/py.typed, python/packages/gemini/agent_framework_gemini/py.typed, python/packages/hyperlight/agent_framework_hyperlight/py.typed, python/packages/lab/gaia/agent_framework_lab_gaia/py.typed, python/packages/lab/lightning/agent_framework_lab_lightning/py.typed, python/packages/lab/tau2/agent_framework_lab_tau2/py.typed, python/packages/mistral/agent_framework_mistral/py.typed, python/packages/monty/agent_framework_monty/py.typed, python/packages/ollama/agent_framework_ollama/py.typed, python/packages/openai/agent_framework_openai/py.typed, python/packages/orchestrations/agent_framework_orchestrations/py.typed, python/packages/tools/agent_framework_tools/py.typed, python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend/tsconfig.json, python/samples/05-end-to-end/chatkit-integration/frontend/tsconfig.json, python/samples/autogen-migration/pyrightconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "72/3378 source files over 60KB",
                "points": 53.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 3378,
                      "oversized": 72
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "demos",
                "sample",
                "samples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "demos, sample, samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "demos, sample, samples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-15T10:59:30.123826Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/microsoft/agent-framework.svg",
  "full_name": "microsoft/agent-framework",
  "license_state": "standard",
  "license_spdx": "MIT"
}

Пов’язані записи

Перевірені репозиторії, що мають спільні каталожні теги або екосистеми з microsoft/agent-framework. Читати поруч →

89ag2ai/ag2AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3xВідмінний93deepset-ai/haystackOpen-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.Відмінний88google/adk-pythonAn open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.Відмінний87langgenius/difyProduction-ready platform for agentic workflow development.Відмінний86Significant-Gravitas/AutoGPTAutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.Відмінний86ComposioHQ/composioComposio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.Відмінний

Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.11.0 — повна методологія · вікі метрик.

Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.