File Storage & Sandbox Backends for Pydantic AI: console tools for file operations, Docker-isolated sandboxes for safe execution, and permission system with presets for access control. Enables secure multi-user handling and testing in agents via in-memory, local, or containerized storage.
vstorm-co/pydantic-ai-backend має індекс здоров’я 90 зі 100, що відповідає смузі «Відмінний». Найвищий показник — Engineering Quality (96/100), найнижчий — Security (58/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
90
загалом / 100
Відмінний
Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє зважене середнє, відкаліброване за розподілом публічного реєстру, тож діапазони мають перцентильний зміст; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 34 («У зоні ризику»).
90
Винятковий93-100Верхній щабель реєстру (≈ топ-5%); відповідає практично всім перевіреним критеріям
Відмінний80-92Сильний за всіма напрямами; незначні прогалини
Добрий65-79Здоровий; прогалини обмежені та керовані
Помірний50-64Прийнятний, але з помітними прогалинами; рекомендовано перевірку
Слабкий35-49Суттєві недоліки в кількох сферах
У зоні ризику20-34Суттєві слабкі місця; впровадження потребує обережності
Критичний1-19Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
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.
Зважений загальний бал 76 калібровано до 90 за шкалою опублікованого індексу (калібрування реєстру 2026-08-02).
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Має свідомо малу вагу (4%): агентний інструментарій — реальний сигнал супроводу, але репозиторій без нього все одно може отримати 100/100.
Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
deps.dev does not index pypi:pydantic-ai-backend@0.2.18; advisories assessed against the repository dependency graph instead
Докладніше
Історія зірок і форків 0 ★ / 23 ⇿
0Зірки
23Форки
35Релізи
Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.
Мажорні 0Мінорні 2Патчі 33
OpenSSF Scorecard 5.8 / 10
5.8сукупно
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 · 2026-08-01 09:32 UTC
Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Звіт у форматі JSON машиночитний
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"body": "Co-authored-by: Kacper Włodarczyk <111304236+DEENUU1@users.noreply.github.com>",
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"headline": "feat: add AsyncCompositeBackend (#57)",
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"headline": "Feat/tool improvements (#58)",
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"headline": "docs: bump version to 0.2.14 and update CHANGELOG.md",
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"body": "* fix: add async backend adapter support\n\nCloses #54\n\n* fix: preserve async sandbox execution\n\n* style: format async adapter tests\n\n---------\n\nCo-authored-by: Kacper Włodarczyk <111304236+DEENUU1@users.noreply.github.com>",
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"headline": "fix: add async backend adapter support (#55)",
"author_name": "Paweł Kiszczak",
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"headline": "chore(deps): update actions/checkout action to v7 (#56)",
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"headline": "chore(release): 0.2.13 — fix LocalBackend CR doubling on Windows (#53)",
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"body": "Path.write_text() opens in text mode, translating \\n to os.linesep on\nwrite while leaving existing \\r untouched. Content already containing\n\\r\\n (commonly emitted by LLMs) became \\r\\r\\n on Windows, leaving files\nwith blank lines between every line of code.\n\nStrip \\r before writing so text mode re-adds clean platform-native line\nendings, regardless of the line endings in the incoming content.\n\nFixes #51\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "fix(backends): normalize line endings in LocalBackend write/edit (#52)",
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"body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "chore(release): 0.2.12 — KubernetesPodSandbox",
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"body": "* feat(backends): add KubernetesPodSandbox\n\nNew optional backend that runs each session as a dedicated Pod with a\nsmall in-pod HTTP exec server. Mirrors the DockerSandbox surface:\nexecute/edit/read/write/read_bytes/ls_info/glob_info/grep_raw,\noutput truncation, last-activity tracking, idempotent sto\n[…]\n docstring, _execute_api, and docs/concepts/kubernetes.md\n- add HTTP-mode tests for read, read_bytes, write, edit (incl. the\n api-mode [Error:] sentinel path) — the missing coverage flagged in review",
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"body": "chore(release): 0.2.11 — document_support (PDF BinaryContent) in read_file",
"is_bot": false,
"headline": "Merge pull request #50 from vstorm-co/feat/0.2.11",
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"body": "…_file\n\nBump version 0.2.10 → 0.2.11 and add the CHANGELOG entry for #48, which\nadds document_support / max_document_bytes to create_console_toolset so\nread_file returns PDFs as BinaryContent(application/pdf) for document-capable\nmodels, kept separate from image_support.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "chore(release): 0.2.11 — document_support (PDF BinaryContent) in read…",
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"headline": "Merge branch 'main' into feat/console-read-file-pdf-support",
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"body": "chore(deps): update astral-sh/setup-uv action to v8.2.0",
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"headline": "Merge pull request #49 from vstorm-co/renovate/astral-sh-setup-uv-8.x",
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"body": "Split PDF/document handling out from the image path so the two content\nkinds stay clearly distinct and can evolve independently (e.g. OCR for\nimages, native document understanding or text-extraction fallbacks for\nPDF/DOCX).\n\n- Add a dedicated `document_support` flag and `max_document_bytes` limit\n \n[…]\nary_within_limit` for the not-found/empty and\n size-limit guards. read_file checks image_support then document_support\n in both edit_format variants.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
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"body": "With image_support=True, read_file already returns raster images as\npydantic_ai.BinaryContent so multimodal models can see them, but PDFs\nfell through to the text path. BaseSandbox.read uses an awk command that\nemits an empty string for binary PDFs, so read_file(\"report.pdf\")\nreturned \"\" instead of \n[…]\neping the public API unchanged.\n\nThis unblocks multimodal PDF document understanding for downstream agents\non capable models (OpenAI/Anthropic/Gemini).\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
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"headline": "Merge pull request #47 from vstorm-co/feat/0.2.9",
"author_name": "Kacper Włodarczyk",
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"headline": "style/fix: ruff formatting",
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"oid": "08bc23b948612dc9e4cd243faabede9480907a56",
"body": "# Conflicts:\n#\tCHANGELOG.md",
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"headline": "Merge remote-tracking branch 'origin/main' into feat/0.2.9",
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"body": "chore: release 0.2.9 — CI action bumps",
"is_bot": false,
"headline": "Merge pull request #43 from vstorm-co/chore/ci-action-bumps",
"author_name": "Kacper Włodarczyk",
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"body": "Folds the action bumps (#41) under a release tag so downstream Renovate\nin pydantic-deep picks them up.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: bump to 0.2.9 for CI action bumps",
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"body": "Folds in the two rate-limited bumps from the Renovate Dependency\nDashboard (#41). Pure CI / workflow changes — no library code touched,\nno version bump.\n\n- astral-sh/setup-uv@v4 -> @v8.1.0 across ci.yml (x3) and publish.yml.\n Pinned to the specific patch because setup-uv does not maintain a\n rolli\n[…]\n.1.0 exist. (Same lesson as\n summarization-pydantic-ai#23.)\n- actions/setup-python@v5 -> @v6 in docs.yml (rolling v6 tag exists).\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"headline": "ci: bump astral-sh/setup-uv to v8.1.0 + actions/setup-python to v6",
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"body": "chore: release 0.2.8",
"is_bot": false,
"headline": "Merge pull request #42 from vstorm-co/chore/release-0.2.8",
"author_name": "Kacper Włodarczyk",
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"body": "Cuts the 0.2.8 release covering:\n\n- #37 exists() predicate on BackendProtocol + read_bytes rename\n (private -> public, breaking) + hashline_edit per-(backend,path)\n serialization + console.execute wires to async_execute when\n available\n- #38 renovate.json config\n- #39 CI: docs.y\n[…]\n(Renovate)\n- #40 CI: actions/checkout -> v6 (Renovate)\n\nGate green: 478 tests passed, 100% coverage, ruff + pyright + mypy\nclean.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"headline": "chore: release 0.2.8",
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"body": "chore(deps): update actions/checkout action to v6",
"is_bot": false,
"headline": "Merge pull request #40 from vstorm-co/renovate/actions-checkout-6.x",
"author_name": "Kacper Włodarczyk",
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"body": "chore(deps): update dependency python to 3.14",
"is_bot": false,
"headline": "Merge pull request #39 from vstorm-co/renovate/python-3.x",
"author_name": "Kacper Włodarczyk",
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"body": "feat: add exists() predicate to BackendProtocol",
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"headline": "Merge pull request #37 from vstorm-co/feat/backend-exists-predicate",
"author_name": "Kacper Włodarczyk",
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"headline": "chore(deps): update actions/checkout action to v6",
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"headline": "Merge branch 'main' into feat/backend-exists-predicate",
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"body": "chore: Configure Renovate",
"is_bot": false,
"headline": "Merge pull request #38 from vstorm-co/renovate/configure",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
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"headline": "Add renovate.json",
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"headline": "fix: serialize concurrent hashline_edit",
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"headline": "fix: serialize concurrent hashline_edit",
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"headline": "fix after review",
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"headline": "promote _read_bytes → public read_bytes",
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"headline": "feat: add exists() predicate to BackendProtocol",
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"body": "fix: add async_execute with Windows support",
"is_bot": false,
"headline": "Merge pull request #36 from vstorm-co/fix/93",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
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"oid": "a1b20637c7379dbbb799f49cbf1e4d416eb574be",
"body": "Add TestKillProcTree class with two cases that monkeypatch sys.platform\nto win32 and pass a MagicMock for the subprocess. Without these tests\nthe Windows branch (lines 706-708) was unreachable on Linux/macOS CI.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "test: cover Windows branch of _kill_proc_tree to reach 100% coverage",
"author_name": "DEENUU1",
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"oid": "3917d9e4f56f562b206b27acc7ba85ef8fc8dad8",
"body": "Review fixes for the async_execute path:\n\n- Launch the subprocess with start_new_session=True on Unix so cancelled\n or timed-out runs can kill the whole process tree via os.killpg.\n Previously proc.kill() only terminated the shell, leaving grandchildren\n (e.g. the actual `sleep` inside `sh -c \"sl\n[…]\nandchild dies after cancelling the parent task on\n Unix. Skipped on Windows.\n\nAlso bump version to 0.2.7 and update CHANGELOG.md.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: reap process tree on cancel, harden cleanup, cover shell selection",
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{
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{
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{
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{
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{
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{
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{
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{
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{
"key": "community_health",
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"readme_badges": null,
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"key": "readme",
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{
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{
"code": "license_spdx",
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{
"key": "contributing_guide",
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{
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{
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"notes": [
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"components": [
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{
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{
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Пов’язані записи
Перевірені репозиторії, що мають спільні каталожні теги або екосистеми з vstorm-co/pydantic-ai-backend. Читати поруч →
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 v2.3.1, схема v0.27.0 — повна методологія · вікі метрик.
