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Software-GesundheitsberichtSchema 0.16.0 · Metriken 1.13.0 · 2026-07-21 02:47 UTC

microsoft / semantic-kernel

Integrate cutting-edge LLM technology quickly and easily into your apps

C# · PythonMIT★ 28.335 Sterne⑂ 4.684 Forksseit Feb. 2023Auf GitHub ansehen ↗
#ai#artificial-intelligence#llm#openai#sdk

microsoft/semantic-kernel erreicht einen Gesundheitsindex von 89 von 100 und liegt damit im Bereich Exzellent. Am stärksten schneidet es bei Community & Adoption (96/100) ab, am schwächsten bei Security (59/100). Zuletzt heute aktualisiert. 7 Mitwirkende tragen den Großteil der jüngsten Arbeit.

89
gesamt / 100
Exzellent

Software-Gesundheitsindex

Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.

89
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.

Eigentümerschaft

MicrosoftOrganisation
125.499 Follower8.208 öffentliche Reposseit Dez. 2013

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIsemantic-kernel1.44.0-136vor 13 Tagen

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

95Exzellent · 22 % des Gesamtindex

Entwicklungsaktivität

98Exzellent
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
33.9/36Commit-Rhythmus — 49/52 Wochen mit Commits
18/18Commit-Volumen — 387 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year387
human_commit_share—
days_since_last_push0
active_weeks_last_year49

Release-Disziplin

90Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 100 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 13 Tagen
27/27Release-Rhythmus — ein Release etwa alle 7,8 Tage
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Verwendete Eingangsdaten
releases_count100
latest_release_tagdotnet-1.78.0
releases_from_tagsnein
days_since_latest_release13
mean_days_between_releases7,8

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

96Exzellent · 18 % des Gesamtindex

Popularität & Verbreitung

99Exzellent
Wie die Bewertung erfolgt
60/60Stars — 28.335 Stars
25/25Forks — 4.684 Forks
13.7/15Watcher — 296 Watcher
Verwendete Eingangsdaten
forks4.684
stars28.335
watchers296
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community-Gesundheit

92Exzellent
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templateja

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

91Exzellent · 24 % des Gesamtindex

Maintainer-Resilienz (Bus-Faktor)

94Exzellent
Wie die Bewertung erfolgt
51.3/54Bus-Faktor — 7 Beitragende decken die Hälfte aller Commits ab
19.4/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 14 % der Commits
13.5/13.5Breite der Beitragenden — 100 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 15 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor7
contributors_sampled100
top_contributor_share0,137

Reaktionsfähigkeit bei Issues & PRs

92Exzellent
Wie die Bewertung erfolgt
45.8/46.8Issue-Lösungsquote — 98 % der Issues geschlossen
31.1/38.3PR-Annahme — 5.583/6.870 entschiedene PRs gemergt
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Verwendete Eingangsdaten
merged_prs5.583
open_issues100
closed_issues4.835
issue_closed_ratio0,98
closed_unmerged_prs1.287

Eigentümerschaft & Trägerschaft

80Gut
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
25/25Reichweite des Inhabers — 125.499 Follower von microsoft
25/25Kontohistorie — 8.208 öffentliche Repos, Kontoalter ca. 12 Jahre
Verwendete Eingangsdaten
followers125.499
owner_typeOrganization
is_verified—
owner_loginmicrosoft
public_repos8.208
account_age_days4.605

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 13 Tagen
20/20Versionshistorie — 136 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagessemantic-kernel
ecosystemspypi
any_deprecatednein
min_days_since_publish13

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

96Exzellent · 20 % des Gesamtindex

Engineering-Praktiken

100Exzellent
Wie die Bewertung erfolgt
24/24CI-Workflows — 21 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — eslint.config.js
9.6/9.6Pre-Commit-Hooks
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
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfigja
has_linter_configja
has_precommit_configja

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://aka.ms/semantic-kernel
10/10Repository-Beschreibung
10/10Topics — 5 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsai, artificial-intelligence, llm, openai, sdk
has_wikinein
homepagehttps://aka.ms/semantic-kernel
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

59Mittel · 16 % des Gesamtindex

Sicherheitslage

53Mittel
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
6.8/7.5Branch-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
0.5/2.5CII-Best-Practices — badge detected: InProgress
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 15 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
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — keine Daten
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
3.5/5SAST — SAST tool detected but not run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 134 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5,3
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging. Die verbleibenden Gewichte wurden renormalisiert.

Abhängigkeits-Advisories

85Exzellent
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
14.4/25Indirekte Abhängigkeiten ohne bekannte Advisories — 1 betroffen: werkzeug 3.1.1 (moderate 5.3)
35.3/40Keine offenen Advisories — 1 Paket(e) mit Advisory seit über 90 Tagen unbehandelt; ältestes vor 231 Tagen veröffentlicht
Verwendete Eingangsdaten
sourceosv
advisories6
affected_packages1
assessed_packages90
unassessed_packages0
affected_by_severitymoderate 1
direct_affected_packages0
Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:semantic-kernel@1.44.0 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 90 Paketen. Erreichbarkeit wird nicht analysiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

65Mittel · 0 % des Gesamtindex

AI-Agentenkontext & Leitlinien

1Kritisch
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
0/40Lesbare Commit-Historie — keine Daten
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share—
agent_instruction_files—
agent_instruction_max_bytes—
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.

AI-Verify-Loop (Build / Test / Typprüfung)

86Exzellent
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — python/Makefile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration — eslint.config.js
11/11Statische Typprüfung — dotnet/samples/Demos/ProcessFrameworkWithSignalR/src/ProcessFramework.Aspire.SignalR.ReactFrontend/tsconfig.json, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/tsconfig.json, python/mypy.ini, python/semantic_kernel/py.typed
10/10Reproduzierbare Umgebung — devcontainer, Dockerfile, lockfile
0/10Belegte Agentenpraxis — keine Daten
5/8Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilespackage-lock.json, uv.lock, yarn.lock
has_dockerfileja
typed_languageja
bootstrap_filespython/Makefile
has_devcontainerja
has_linter_configja
typecheck_configsdotnet/samples/Demos/ProcessFrameworkWithSignalR/src/ProcessFramework.Aspire.SignalR.ReactFrontend/tsconfig.json, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/tsconfig.json, python/mypy.ini, python/semantic_kernel/py.typed
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis. Die verbleibenden Gewichte wurden renormalisiert.

AI-Code-Lesbarkeit für Modelle

100Exzellent
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — C# (statisch typisiert)
54.9/55Handhabbare Dateigrößen — 10/4.231 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageC#
largest_source_bytes112.844
source_files_sampled4.231
oversized_source_files10

Maschinenlesbare AI-Schnittstellen

100Exzellent
Wie die Bewertung erfolgt
40/40API-Schema (OpenAPI/GraphQL/proto) — dotnet/samples/Concepts/Resources/Plugins/DictionaryPlugin/openapi.json, dotnet/samples/Concepts/Resources/Plugins/JiraPlugin/openapi.json, dotnet/samples/Concepts/Resources/Plugins/ProductsPlugin/openapi.json, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/src/services/grpc/proto/documentGeneration.proto, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Grpc/Protos/documentationGenerator.proto, dotnet/src/Functions/Functions.UnitTests/Grpc/Protobuf/TestPlugins/protoV3.proto, python/samples/concepts/plugins/openapi/openapi.yaml, python/tests/unit/connectors/openapi_plugin/openapi.yaml
20/20MCP-Server
40/40Lauffähige Beispiele — demos, notebooks, samples
Verwendete Eingangsdaten
example_dirsdemos, notebooks, samples
has_mcp_signalja
api_schema_filesdotnet/samples/Concepts/Resources/Plugins/DictionaryPlugin/openapi.json, dotnet/samples/Concepts/Resources/Plugins/JiraPlugin/openapi.json, dotnet/samples/Concepts/Resources/Plugins/ProductsPlugin/openapi.json, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/src/services/grpc/proto/documentGeneration.proto, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Grpc/Protos/documentationGenerator.proto, dotnet/src/Functions/Functions.UnitTests/Grpc/Protobuf/TestPlugins/protoV3.proto, python/samples/concepts/plugins/openapi/openapi.yaml, python/tests/unit/connectors/openapi_plugin/openapi.yaml

Eckdaten

28.335GitHub-Sterne
100Mitwirkende
387Commits, letzte 12 Monate
0Tage seit letztem Push
100Releases
7Bus-Faktor
100offene Issues
PyPIPaket-Ökosysteme

Weitere Details

OpenSSF Scorecard 5.3 / 10
5.3Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-21 02:47 UTC

10Binary-Artifactsno binaries found in the repo
9Branch-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
2CII-Best-Practicesbadge detected: InProgress
10Code-Reviewall changesets reviewed
10Contributorsproject has 15 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 1 issue activity found in the last 90 days -- score normalized to 10
k. A.Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
7SASTSAST tool detected but not run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities134 existing vulnerabilities detected
Direkte Abhängigkeiten 25
RegistryPaketVersionsvorgabeManifest
PyPIazure-ai-projects~= 1.0.0b12python/pyproject.toml
PyPIazure-ai-agents>= 1.2.0b3python/pyproject.toml
PyPIaiohttp~= 3.8python/pyproject.toml
PyPIcloudevents~=1.0python/pyproject.toml
PyPIpydantic>=2.0,!=2.10.0,!=2.10.1,!=2.10.2,!=2.10.3,<2.14python/pyproject.toml
PyPIpydantic-settings~= 2.0python/pyproject.toml
PyPIdefusedxml~= 0.7python/pyproject.toml
PyPIazure-identity>= 1.13python/pyproject.toml
PyPInumpy>= 1.25.0python/pyproject.toml
PyPInumpy>= 1.26.0python/pyproject.toml
PyPIopenai>= 2.0.0python/pyproject.toml
PyPIopenapi_core>= 0.18,<0.20python/pyproject.toml
PyPIwebsockets>= 13, < 16python/pyproject.toml
PyPIaiortc>=1.9.0python/pyproject.toml
PyPIopentelemetry-api~= 1.24python/pyproject.toml
PyPIopentelemetry-sdk~= 1.24python/pyproject.toml
PyPIprance>= 23.6.21,< 25.4.9python/pyproject.toml
PyPIpybars4~= 0.9python/pyproject.toml
PyPIjinja2~= 3.1python/pyproject.toml
PyPInest-asyncio~= 1.6python/pyproject.toml
PyPIscipy>=1.15.1python/pyproject.toml
PyPIwebsockets>= 13, < 16python/pyproject.toml
PyPIaiortc>=1.9.0python/pyproject.toml
PyPItyping-extensions>=4.13python/pyproject.toml
PyPImcp>=1.26.0python/pyproject.toml
Alle Abhängigkeiten 1.105

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 41 direkte und 1.064 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIaiohttp—direkt
PyPIaiohttp3.12.13direkt
PyPIaiohttp3.13.3direkt
PyPIaiortc1.13.0direkt
PyPIaiortc1.14.0direkt
PyPIazure-ai-agents1.0.2direkt
PyPIazure-ai-agents1.2.0b6direkt
PyPIazure-ai-projects1.0.0direkt
PyPIazure-ai-projects1.0.0b12direkt
PyPIazure-identity—direkt
PyPIazure-identity1.23.0direkt
PyPIazure-identity1.25.2direkt
PyPIcloudevents1.12.0direkt
PyPIdefusedxml0.7.1direkt
PyPIjinja23.1.6direkt
PyPImcp—direkt
PyPImcp1.10.1direkt
PyPImcp1.26.0direkt
PyPInest-asyncio1.6.0direkt
PyPInumpy1.26.4direkt
PyPInumpy2.2.6direkt
PyPIopenai1.93.3direkt
PyPIopenai2.26.0direkt
PyPIopenapi-core0.19.4direkt
PyPIopenapi-core0.19.5direkt
PyPIopentelemetry-api1.34.1direkt
PyPIopentelemetry-api1.40.0direkt
PyPIopentelemetry-sdk1.34.1direkt
PyPIopentelemetry-sdk1.40.0direkt
PyPIprance25.4.8.0direkt
PyPIpybars40.9.13direkt
PyPIpydantic—direkt
PyPIpydantic2.11.10direkt
PyPIpydantic2.11.7direkt
PyPIpydantic-settings—direkt
PyPIpydantic-settings2.10.1direkt
PyPIpydantic-settings2.13.1direkt
PyPIscipy1.15.3direkt
PyPItyping-extensions4.14.1direkt
PyPItyping-extensions4.15.0direkt
PyPIwebsockets15.0.1direkt
npm@babel/code-frame7.29.7indirekt
npm@babel/compat-data7.29.7indirekt
npm@babel/core7.29.7indirekt
npm@babel/generator7.29.7indirekt
npm@babel/helper-compilation-targets7.29.7indirekt
npm@babel/helper-globals7.29.7indirekt
npm@babel/helper-module-imports7.29.7indirekt
npm@babel/helper-module-transforms7.29.7indirekt
npm@babel/helper-plugin-utils7.26.5indirekt
npm@babel/helper-string-parser7.25.9indirekt
npm@babel/helper-string-parser7.29.7indirekt
npm@babel/helper-validator-identifier7.25.9indirekt
npm@babel/helper-validator-identifier7.29.7indirekt
npm@babel/helper-validator-option7.29.7indirekt
npm@babel/helpers7.29.7indirekt
npm@babel/parser7.27.0indirekt
npm@babel/parser7.29.7indirekt
npm@babel/plugin-transform-react-jsx-self7.25.9indirekt
npm@babel/plugin-transform-react-jsx-source7.25.9indirekt
npm@babel/runtime7.27.0indirekt
npm@babel/template7.29.7indirekt
npm@babel/traverse7.29.7indirekt
npm@babel/types7.27.0indirekt
npm@babel/types7.29.7indirekt
npm@ctrl/tinycolor3.6.1indirekt
npm@emotion/hash0.9.2indirekt
npm@esbuild/aix-ppc640.25.2indirekt
npm@esbuild/android-arm0.25.2indirekt
npm@esbuild/android-arm640.25.2indirekt
npm@esbuild/android-x640.25.2indirekt
npm@esbuild/darwin-arm640.25.2indirekt
npm@esbuild/darwin-x640.25.2indirekt
npm@esbuild/freebsd-arm640.25.2indirekt
npm@esbuild/freebsd-x640.25.2indirekt
npm@esbuild/linux-arm0.25.2indirekt
npm@esbuild/linux-arm640.25.2indirekt
npm@esbuild/linux-ia320.25.2indirekt
npm@esbuild/linux-loong640.25.2indirekt
npm@esbuild/linux-mips64el0.25.2indirekt
npm@esbuild/linux-ppc640.25.2indirekt
npm@esbuild/linux-riscv640.25.2indirekt
npm@esbuild/linux-s390x0.25.2indirekt
npm@esbuild/linux-x640.25.2indirekt
npm@esbuild/netbsd-arm640.25.2indirekt
npm@esbuild/netbsd-x640.25.2indirekt
npm@esbuild/openbsd-arm640.25.2indirekt
npm@esbuild/openbsd-x640.25.2indirekt
npm@esbuild/sunos-x640.25.2indirekt
npm@esbuild/win32-arm640.25.2indirekt
npm@esbuild/win32-ia320.25.2indirekt
npm@esbuild/win32-x640.25.2indirekt
npm@eslint-community/eslint-utils4.5.1indirekt
npm@eslint-community/regexpp4.12.1indirekt
npm@eslint/config-array0.20.0indirekt
npm@eslint/config-helpers0.2.1indirekt
npm@eslint/core0.12.0indirekt
npm@eslint/core0.13.0indirekt
npm@eslint/eslintrc3.3.1indirekt
npm@eslint/js9.24.0indirekt
npm@eslint/object-schema2.1.6indirekt
npm@eslint/plugin-kit0.2.8indirekt
npm@floating-ui/core1.6.9indirekt
npm@floating-ui/core1.7.3indirekt
npm@floating-ui/devtools0.2.3indirekt
npm@floating-ui/dom1.6.13indirekt
npm@floating-ui/dom1.7.4indirekt
npm@floating-ui/utils0.2.10indirekt
npm@floating-ui/utils0.2.9indirekt
npm@fluentui-contrib/react-chat0.1.10indirekt
npm@fluentui-contrib/react-chat0.2.2indirekt
npm@fluentui/keyboard-keys9.0.8indirekt
npm@fluentui/priority-overflow9.2.1indirekt
npm@fluentui/react-accordion9.8.14indirekt
npm@fluentui/react-alert9.0.0-beta.124indirekt
npm@fluentui/react-alert9.0.0-beta.129indirekt
npm@fluentui/react-aria9.17.6indirekt
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NuGetMicrosoft.AspNetCore.OpenApi—indirekt
NuGetMicrosoft.AspNetCore.SignalR.Client—indirekt
NuGetMicrosoft.Azure.Cosmos—indirekt
NuGetMicrosoft.Bcl.HashCode—indirekt
NuGetMicrosoft.Bcl.Memory—indirekt
NuGetMicrosoft.Data.SqlClient—indirekt
NuGetMicrosoft.Data.Sqlite—indirekt
NuGetMicrosoft.Extensions.AI—indirekt
NuGetMicrosoft.Extensions.AI.Abstractions—indirekt
NuGetMicrosoft.Extensions.AI.AzureAIInference—indirekt
NuGetMicrosoft.Extensions.AI.OpenAI—indirekt
NuGetMicrosoft.Extensions.Configuration—indirekt
NuGetMicrosoft.Extensions.Configuration.Abstractions—indirekt
NuGetMicrosoft.Extensions.Configuration.Binder—indirekt
NuGetMicrosoft.Extensions.Configuration.EnvironmentVariables—indirekt
NuGetMicrosoft.Extensions.Configuration.Json—indirekt
NuGetMicrosoft.Extensions.Configuration.UserSecrets—indirekt
NuGetMicrosoft.Extensions.DependencyInjection—indirekt
NuGetMicrosoft.Extensions.DependencyInjection.Abstractions—indirekt
NuGetMicrosoft.Extensions.FileProviders.Embedded—indirekt
NuGetMicrosoft.Extensions.FileProviders.Physical—indirekt
NuGetMicrosoft.Extensions.Hosting—indirekt
NuGetMicrosoft.Extensions.Http—indirekt
NuGetMicrosoft.Extensions.Http.Resilience—indirekt
NuGetMicrosoft.Extensions.Logging—indirekt
NuGetMicrosoft.Extensions.Logging.Abstractions—indirekt
NuGetMicrosoft.Extensions.Logging.Console—indirekt
NuGetMicrosoft.Extensions.Logging.Debug—indirekt
NuGetMicrosoft.Extensions.Options.ConfigurationExtensions—indirekt
NuGetMicrosoft.Extensions.Options.DataAnnotations—indirekt
NuGetMicrosoft.Extensions.ServiceDiscovery—indirekt
NuGetMicrosoft.Extensions.TimeProvider.Testing—indirekt
NuGetMicrosoft.Extensions.VectorData.Abstractions—indirekt
NuGetMicrosoft.Graph—indirekt
NuGetMicrosoft.Graph.Core—indirekt
NuGetMicrosoft.Identity.Client—indirekt
NuGetMicrosoft.Identity.Client.Extensions.Msal—indirekt
NuGetMicrosoft.IdentityModel.JsonWebTokens—indirekt
NuGetMicrosoft.Kiota.Authentication.Azure—indirekt
NuGetMicrosoft.Kiota.Http.HttpClientLibrary—indirekt
NuGetMicrosoft.Kiota.Serialization.Json—indirekt
NuGetMicrosoft.ML.OnnxRuntime—indirekt
NuGetMicrosoft.ML.OnnxRuntime.Gpu—indirekt
NuGetMicrosoft.ML.OnnxRuntimeGenAI—indirekt
NuGetMicrosoft.ML.OnnxRuntimeGenAI.Cuda—indirekt
NuGetMicrosoft.ML.OnnxRuntimeGenAI.DirectML—indirekt
NuGetMicrosoft.ML.Tokenizers—indirekt
NuGetMicrosoft.ML.Tokenizers.Data.Cl100kBase—indirekt
NuGetMicrosoft.Net.Compilers.Toolset—indirekt
NuGetMicrosoft.NET.Test.Sdk—indirekt
NuGetMicrosoft.OpenApi—indirekt
NuGetMicrosoft.OpenApi.ApiManifest—indirekt
NuGetMicrosoft.OpenApi.Readers—indirekt
NuGetMicrosoft.Plugins.Manifest—indirekt
NuGetMicrosoft.SemanticKernel.Abstractions—indirekt
NuGetMicrosoft.SemanticKernel.Connectors.AzureAISearch—indirekt
NuGetMicrosoft.SemanticKernel.Connectors.CosmosMongoDB—indirekt
NuGetMicrosoft.SemanticKernel.Connectors.CosmosNoSql—indirekt
NuGetMicrosoft.SemanticKernel.Connectors.InMemory—indirekt
NuGetMicrosoft.SemanticKernel.Connectors.OpenAI—indirekt
NuGetMicrosoft.SemanticKernel.Connectors.PgVector—indirekt
NuGetMicrosoft.SemanticKernel.Connectors.Pinecone—indirekt
NuGetMicrosoft.SemanticKernel.Connectors.Qdrant—indirekt
NuGetMicrosoft.SemanticKernel.Connectors.Redis—indirekt
NuGetMicrosoft.SemanticKernel.Connectors.Weaviate—indirekt
NuGetMicrosoft.SemanticKernel.Core—indirekt
NuGetMicrosoft.SemanticKernel.Planners.OpenAI—indirekt
NuGetMicrosoft.VisualStudio.Threading—indirekt
NuGetMilvus.Client—indirekt
NuGetModelContextProtocol—indirekt
NuGetMongoDB.Driver—indirekt
NuGetMoq—indirekt
NuGetMSTest.TestFramework—indirekt
NuGetNAudio—indirekt
NuGetNewtonsoft.Json—indirekt
NuGetNpgsql—indirekt
NuGetNRedisStack—indirekt
NuGetOData2Linq—indirekt
NuGetOllamaSharp—indirekt
NuGetOpenAI—indirekt
NuGetOpenTelemetry—indirekt
NuGetOpenTelemetry.Api—indirekt
NuGetOpenTelemetry.Api.ProviderBuilderExtensions—indirekt
NuGetOpenTelemetry.Exporter.Console—indirekt
NuGetOpenTelemetry.Exporter.OpenTelemetryProtocol—indirekt
NuGetOpenTelemetry.Extensions.Hosting—indirekt
NuGetOpenTelemetry.Instrumentation.AspNetCore—indirekt
NuGetOpenTelemetry.Instrumentation.Http—indirekt
NuGetOpenTelemetry.Instrumentation.Runtime—indirekt
NuGetPdfPig—indirekt
NuGetPgvector—indirekt
NuGetPinecone.Client—indirekt
NuGetPrompty.Core—indirekt
NuGetprotobuf-net—indirekt
NuGetprotobuf-net.Reflection—indirekt
NuGetPuppeteerSharp—indirekt
NuGetQdrant.Client—indirekt
NuGetSharpCompress—indirekt
NuGetSnappier—indirekt
NuGetSpectre.Console.Cli—indirekt
NuGetSpectre.Console.Json—indirekt
NuGetsqlite-vec—indirekt
NuGetSystem.CommandLine—indirekt
NuGetSystem.IdentityModel.Tokens.Jwt—indirekt
NuGetSystem.IO.Packaging—indirekt
NuGetSystem.Linq.AsyncEnumerable—indirekt
NuGetSystem.Memory.Data—indirekt
NuGetSystem.Numerics.Tensors—indirekt
NuGetSystem.Text.Json—indirekt
NuGetSystem.Threading.Channels—indirekt
NuGetSystem.Threading.Tasks.Extensions—indirekt
NuGetTestcontainers—indirekt
NuGetTestcontainers.Milvus—indirekt
NuGetTestcontainers.MongoDb—indirekt
NuGetTestcontainers.MsSql—indirekt
NuGetTestcontainers.PostgreSql—indirekt
NuGetTestcontainers.Qdrant—indirekt
NuGetTestcontainers.Redis—indirekt
NuGetwebrtcvadsharp—indirekt
NuGetxRetry—indirekt
NuGetxunit—indirekt
NuGetxunit.abstractions—indirekt
NuGetxunit.runner.visualstudio—indirekt
NuGetYamlDotNet—indirekt
PyPIaccelerate1.13.0indirekt
PyPIaiohappyeyeballs2.6.1indirekt
PyPIaiohttp-retry2.9.1indirekt
PyPIaioice0.10.1indirekt
PyPIaioice0.10.2indirekt
PyPIaiosignal1.4.0indirekt
PyPIannotated-doc0.0.4indirekt
PyPIannotated-types0.7.0indirekt
PyPIanthropic0.84.0indirekt
PyPIanyio—indirekt
PyPIanyio4.12.1indirekt
PyPIanyio4.9.0indirekt
PyPIappnope0.1.4indirekt
PyPIasttokens3.0.1indirekt
PyPIasync-timeout5.0.1indirekt
PyPIattrs25.3.0indirekt
PyPIattrs25.4.0indirekt
PyPIauthlib1.6.12indirekt
PyPIautogen-agentchat0.2.40indirekt
PyPIav14.4.0indirekt
PyPIav16.1.0indirekt
PyPIazure-ai-inference1.0.0b9indirekt
PyPIazure-common1.1.28indirekt
PyPIazure-core1.35.0indirekt
PyPIazure-core1.38.2indirekt
PyPIazure-core-tracing-opentelemetry1.0.0b12indirekt
PyPIazure-cosmos4.15.0indirekt
PyPIazure-search-documents11.7.0b2indirekt
PyPIazure-storage-blob12.25.1indirekt
PyPIazure-storage-blob12.28.0indirekt
PyPIbackoff2.2.1indirekt
PyPIbackports-asyncio-runner1.2.0indirekt
PyPIbcrypt5.0.0indirekt
PyPIbeautifulsoup44.14.3indirekt
PyPIbert-score—indirekt
PyPIbleach6.4.0indirekt
PyPIbotbuilder-integration-aiohttp—indirekt
PyPIboto31.40.76indirekt
PyPIbotocore1.40.76indirekt
PyPIbuild1.4.0indirekt
PyPIcachetools7.0.5indirekt
PyPIcertifi2025.7.9indirekt
PyPIcertifi2026.2.25indirekt
PyPIcffi1.17.1indirekt
PyPIcffi2.0.0indirekt
PyPIcfgv3.5.0indirekt
PyPIchainlit—indirekt
PyPIchardet5.2.0indirekt
PyPIchardet7.0.1indirekt
PyPIcharset-normalizer3.4.2indirekt
PyPIcharset-normalizer3.4.5indirekt
PyPIcheap-repr0.5.2indirekt
PyPIchromadb1.0.21indirekt
PyPIclick—indirekt
PyPIclick8.2.1indirekt
PyPIclick8.3.1indirekt
PyPIcmake—indirekt
PyPIcolorama0.4.6indirekt
PyPIcoloredlogs15.0.1indirekt
PyPIcomm0.2.3indirekt
PyPIcoverage7.13.4indirekt
PyPIcryptography45.0.5indirekt
PyPIcryptography46.0.5indirekt
PyPIcuda-bindings13.3.1indirekt
PyPIcuda-pathfinder1.5.5indirekt
PyPIcuda-toolkit13.0.2indirekt
PyPIdebugpy1.8.20indirekt
PyPIdecorator5.2.1indirekt
PyPIdeprecation2.1.0indirekt
PyPIdiskcache5.6.3indirekt
PyPIdistlib0.4.0indirekt
PyPIdistro1.9.0indirekt
PyPIdnspython2.7.0indirekt
PyPIdnspython2.8.0indirekt
PyPIdocker7.1.0indirekt
PyPIdocstring-parser0.17.0indirekt
PyPIdurationpy0.10indirekt
PyPIeval-type-backport0.3.1indirekt
PyPIevaluate—indirekt
PyPIexceptiongroup1.3.0indirekt
PyPIexceptiongroup1.3.1indirekt
PyPIexecnet2.1.2indirekt
PyPIexecuting2.2.1indirekt
PyPIfaiss-cpu1.13.2indirekt
PyPIfastapi—indirekt
PyPIfastjsonschema2.21.2indirekt
PyPIfilelock3.25.2indirekt
PyPIflaml2.5.0indirekt
PyPIflatbuffers25.12.19indirekt
PyPIflit-core—indirekt
PyPIfrozenlist1.7.0indirekt
PyPIfrozenlist1.8.0indirekt
PyPIfsspec2026.2.0indirekt
PyPIgoogle-api-core2.25.2indirekt
PyPIgoogle-auth2.49.0indirekt
PyPIgoogle-cloud-aiplatform1.133.0indirekt
PyPIgoogle-cloud-bigquery3.40.1indirekt
PyPIgoogle-cloud-core2.5.0indirekt
PyPIgoogle-cloud-resource-manager1.16.0indirekt
PyPIgoogle-cloud-storage2.19.0indirekt
PyPIgoogle-crc32c1.7.1indirekt
PyPIgoogle-crc32c1.8.0indirekt
PyPIgoogle-genai1.51.0indirekt
PyPIgoogle-resumable-media2.8.0indirekt
PyPIgoogleapis-common-protos1.73.0indirekt
PyPIgrpc-google-iam-v10.14.3indirekt
PyPIgrpcio1.78.0indirekt
PyPIgrpcio-status1.71.2indirekt
PyPIgrpcio-tools1.71.2indirekt
PyPIh110.16.0indirekt
PyPIh24.3.0indirekt
PyPIhatchling—indirekt
PyPIhf-xet1.4.0indirekt
PyPIhiredis3.3.0indirekt
PyPIhpack4.1.0indirekt
PyPIhttpcore1.0.9indirekt
PyPIhttptools0.7.1indirekt
PyPIhttpx—indirekt
PyPIhttpx0.28.1indirekt
PyPIhttpx-sse0.4.1indirekt
PyPIhttpx-sse0.4.3indirekt
PyPIhuggingface-hub0.36.2indirekt
PyPIhumanfriendly10.0indirekt
PyPIhyperframe6.1.0indirekt
PyPIidentify2.6.17indirekt
PyPIidna3.10indirekt
PyPIidna3.15indirekt
PyPIifaddr0.2.0indirekt
PyPIimportlib-metadata8.7.0indirekt
PyPIimportlib-metadata8.7.1indirekt
PyPIimportlib-resources6.5.2indirekt
PyPIiniconfig2.1.0indirekt
PyPIiniconfig2.3.0indirekt
PyPIinvoke2.2.1indirekt
PyPIipykernel—indirekt
PyPIipykernel6.31.0indirekt
PyPIipython8.38.0indirekt
PyPIipython-pygments-lexers1.1.1indirekt
PyPIisodate0.7.2indirekt
PyPIjedi0.19.2indirekt
PyPIjiter0.10.0indirekt
PyPIjiter0.13.0indirekt
PyPIjmespath1.1.0indirekt
PyPIjoblib1.5.3indirekt
PyPIjsonpath-ng1.8.0indirekt
PyPIjsonschema4.24.0indirekt
PyPIjsonschema4.26.0indirekt
PyPIjsonschema-path0.3.4indirekt
PyPIjsonschema-specifications2025.4.1indirekt
PyPIjsonschema-specifications2025.9.1indirekt
PyPIjupyter-client8.8.0indirekt
PyPIjupyter-core5.9.1indirekt
PyPIjupyterlab-pygments0.3.0indirekt
PyPIkubernetes35.0.0indirekt
PyPIlazy-object-proxy1.11.0indirekt
PyPIlazy-object-proxy1.12.0indirekt
PyPIlibrt0.8.1indirekt
PyPIlz44.4.5indirekt
PyPImarkdown-it-py4.0.0indirekt
PyPImarkupsafe3.0.2indirekt
PyPImarkupsafe3.0.3indirekt
PyPImatplotlib-inline0.2.1indirekt
PyPImdurl0.1.2indirekt
PyPImicrosoft-agents-activity0.8.0indirekt
PyPImicrosoft-agents-copilotstudio-client0.8.0indirekt
PyPImicrosoft-agents-hosting-core0.8.0indirekt
PyPImilvus2.3.5indirekt
PyPImistralai1.12.4indirekt
PyPImistune3.2.1indirekt
PyPIml-dtypes0.4.1indirekt
PyPImmh35.2.1indirekt
PyPImore-itertools10.7.0indirekt
PyPImore-itertools10.8.0indirekt
PyPImotor3.7.1indirekt
PyPImpmath1.3.0indirekt
PyPImsal1.32.3indirekt
PyPImsal1.35.1indirekt
PyPImsal-extensions1.3.1indirekt
PyPImultidict6.6.3indirekt
PyPImultidict6.7.1indirekt
PyPImypy1.19.1indirekt
PyPImypy-extensions1.1.0indirekt
PyPInbclient0.10.4indirekt
PyPInbconvert7.17.1indirekt
PyPInbformat5.10.4indirekt
PyPInetworkx3.4.2indirekt
PyPInltk—indirekt
PyPInodeenv1.10.0indirekt
PyPInodeenv1.9.1indirekt
PyPInvidia-cublas13.1.1.3indirekt
PyPInvidia-cuda-cupti13.0.85indirekt
PyPInvidia-cuda-nvrtc13.0.88indirekt
PyPInvidia-cuda-runtime13.0.96indirekt
PyPInvidia-cudnn-cu139.20.0.48indirekt
PyPInvidia-cufft12.0.0.61indirekt
PyPInvidia-cufile1.15.1.6indirekt
PyPInvidia-curand10.4.0.35indirekt
PyPInvidia-cusolver12.0.4.66indirekt
PyPInvidia-cusparse12.6.3.3indirekt
PyPInvidia-cusparselt-cu130.8.1indirekt
PyPInvidia-nccl-cu132.29.7indirekt
PyPInvidia-nvjitlink13.0.88indirekt
PyPInvidia-nvshmem-cu133.4.5indirekt
PyPInvidia-nvtx13.0.85indirekt
PyPIoauthlib3.3.1indirekt
PyPIollama0.6.1indirekt
PyPIonnxruntime1.22.1indirekt
PyPIonnxruntime-genai0.9.0indirekt
PyPIopenapi-schema-validator0.6.3indirekt
PyPIopenapi-spec-validator0.7.2indirekt
PyPIopentelemetry-exporter-otlp-proto-common1.40.0indirekt
PyPIopentelemetry-exporter-otlp-proto-grpc1.40.0indirekt
PyPIopentelemetry-exporter-otlp-proto-http1.40.0indirekt
PyPIopentelemetry-proto1.40.0indirekt
PyPIopentelemetry-semantic-conventions0.55b1indirekt
PyPIopentelemetry-semantic-conventions0.61b0indirekt
PyPIoracledb3.4.2indirekt
PyPIorjson3.11.7indirekt
PyPIoverrides7.7.0indirekt
PyPIpackaging24.2indirekt
PyPIpackaging25.0indirekt
PyPIpandas2.3.3indirekt
PyPIpandocfilters1.5.1indirekt
PyPIparse1.20.2indirekt
PyPIparse1.21.1indirekt
PyPIparso0.8.6indirekt
PyPIpathable0.4.4indirekt
PyPIpathspec1.0.4indirekt
PyPIpexpect4.9.0indirekt
PyPIpinecone—indirekt
PyPIpinecone7.3.0indirekt
PyPIpinecone-plugin-assistant1.8.0indirekt
PyPIpinecone-plugin-interface0.0.7indirekt
PyPIplatformdirs4.9.4indirekt
PyPIpluggy1.6.0indirekt
PyPIportalocker2.10.1indirekt
PyPIposthog5.4.0indirekt
PyPIpre-commit3.8.0indirekt
PyPIprompt-toolkit3.0.52indirekt
PyPIpropcache0.3.2indirekt
PyPIpropcache0.4.1indirekt
PyPIproto-plus1.27.1indirekt
PyPIprotobuf5.29.6indirekt
PyPIprotobuf6.31.1indirekt
PyPIprotoc-gen-openapiv20.0.1indirekt
PyPIpsutil7.2.2indirekt
PyPIpsycopg—indirekt
PyPIpsycopg3.3.3indirekt
PyPIpsycopg-binary3.3.3indirekt
PyPIpsycopg-pool3.3.0indirekt
PyPIptyprocess0.7.0indirekt
PyPIpure-eval0.2.3indirekt
PyPIpyarrow23.0.1indirekt
PyPIpyasn10.6.2indirekt
PyPIpyasn1-modules0.4.2indirekt
PyPIpybase641.4.3indirekt
PyPIpycparser2.22indirekt
PyPIpycparser3.0indirekt
PyPIpydantic-core2.33.2indirekt
PyPIpyee13.0.0indirekt
PyPIpyee13.0.1indirekt
PyPIpygments2.19.2indirekt
PyPIpyjwt2.10.1indirekt
PyPIpyjwt2.13.0indirekt
PyPIpylibsrtp0.12.0indirekt
PyPIpylibsrtp1.0.0indirekt
PyPIpymeta30.5.1indirekt
PyPIpymilvus2.6.9indirekt
PyPIpymongo4.14.1indirekt
PyPIpyodbc5.3.0indirekt
PyPIpyopenssl25.1.0indirekt
PyPIpyopenssl25.3.0indirekt
PyPIpypika0.51.1indirekt
PyPIpyproject-hooks1.2.0indirekt
PyPIpyreadline33.5.4indirekt
PyPIpyright1.1.403indirekt
PyPIpytest8.4.1indirekt
PyPIpytest8.4.2indirekt
PyPIpytest-asyncio1.4.0indirekt
PyPIpytest-cov7.0.0indirekt
PyPIpytest-timeout2.4.0indirekt
PyPIpytest-xdist—indirekt
PyPIpytest-xdist3.8.0indirekt
PyPIpython-dateutil2.9.0.post0indirekt
PyPIpython-discovery1.1.3indirekt
PyPIpython-dotenv—indirekt
PyPIpython-dotenv1.1.1indirekt
PyPIpython-dotenv1.2.2indirekt
PyPIpython-multipart0.0.20indirekt
PyPIpython-multipart0.0.26indirekt
PyPIpython-ulid3.1.0indirekt
PyPIpytz2026.1.post1indirekt
PyPIpywin32311indirekt
PyPIpyyaml6.0.2indirekt
PyPIpyyaml6.0.3indirekt
PyPIpyzmq27.1.0indirekt
PyPIqdrant-client1.12.1indirekt
PyPIredis—indirekt
PyPIredis6.4.0indirekt
PyPIredisvl0.15.0indirekt
PyPIreferencing0.36.2indirekt
PyPIregex2026.2.28indirekt
PyPIrequests2.32.4indirekt
PyPIrequests2.32.5indirekt
PyPIrequests-oauthlib2.0.0indirekt
PyPIrfc3339-validator0.1.4indirekt
PyPIrich14.3.3indirekt
PyPIrpds-py0.26.0indirekt
PyPIrpds-py0.30.0indirekt
PyPIrsa4.9.1indirekt
PyPIruamel-yaml0.18.14indirekt
PyPIruamel-yaml0.19.1indirekt
PyPIruamel-yaml-clib0.2.12indirekt
PyPIruff0.12.2indirekt
PyPIruff0.15.5indirekt
PyPIs3transfer0.14.0indirekt
PyPIsafetensors0.7.0indirekt
PyPIscikit-learn1.7.2indirekt
PyPIsemantic-kernel—indirekt
PyPIsemantic-kernel1.32.2indirekt
PyPIsentence-transformers5.2.3indirekt
PyPIsetuptools81.0.0indirekt
PyPIshellingham1.5.4indirekt
PyPIsimsimd6.5.16indirekt
PyPIsix1.17.0indirekt
PyPIsk-mcp-auth0.1.0indirekt
PyPIsniffio1.3.1indirekt
PyPIsnoop0.6.0indirekt
PyPIsoupsieve2.8.3indirekt
PyPIsse-starlette—indirekt
PyPIsse-starlette2.4.1indirekt
PyPIsse-starlette3.3.2indirekt
PyPIstack-data0.6.3indirekt
PyPIstarlette0.47.1indirekt
PyPIstarlette1.3.1indirekt
PyPIsympy1.14.0indirekt
PyPIteams-ai—indirekt
PyPItenacity9.1.4indirekt
PyPItermcolor3.3.0indirekt
PyPIthreadpoolctl3.6.0indirekt
PyPItiktoken0.12.0indirekt
PyPItinycss21.4.0indirekt
PyPItokenizers0.22.2indirekt
PyPItomli2.2.1indirekt
PyPItomli2.4.0indirekt
PyPItorch2.12.0indirekt
PyPItornado6.5.7indirekt
PyPItqdm4.67.1indirekt
PyPItqdm4.67.3indirekt
PyPItraitlets5.14.3indirekt
PyPItransformers—indirekt
PyPItransformers4.57.6indirekt
PyPItriton3.7.0indirekt
PyPItyper0.24.1indirekt
PyPItypes-cffi1.17.0.20260307indirekt
PyPItypes-pyopenssl24.1.0.20240722indirekt
PyPItypes-pyyaml6.0.12.20250915indirekt
PyPItypes-redis4.6.0.20241004indirekt
PyPItypes-setuptools82.0.0.20260210indirekt
PyPItyping-inspection0.4.1indirekt
PyPItyping-inspection0.4.2indirekt
PyPItzdata2025.3indirekt
PyPIunbabel-comet—indirekt
PyPIurllib32.7.0indirekt
PyPIusearch2.23.0indirekt
PyPIuvicorn—indirekt
PyPIuvicorn0.35.0indirekt
PyPIuvicorn0.41.0indirekt
PyPIuvloop0.22.1indirekt
PyPIvalidators0.35.0indirekt
PyPIvirtualenv21.2.0indirekt
PyPIwatchfiles1.1.1indirekt
PyPIwcwidth0.6.0indirekt
PyPIweaviate-client4.18.3indirekt
PyPIwebencodings0.5.1indirekt
PyPIwebsocket-client1.9.0indirekt
PyPIwerkzeug3.1.1indirekt
PyPIwerkzeug3.1.6indirekt
PyPIyarl1.20.1indirekt
PyPIyarl1.23.0indirekt
PyPIzipp3.23.0indirekt
Abhängigkeits-Advisories 1

Die Installation von pypi:semantic-kernel@1.44.0 zieht 90 Pakete nach sich, direkt und transitiv: 1 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
werkzeug3.1.1indirektmittel63.1.6

Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.

JSON-Rohbericht maschinenlesbar
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      "size_kb": 106739,
      "has_wiki": false,
      "homepage": "https://aka.ms/semantic-kernel",
      "languages": {
        "C#": 15844624,
        "F#": 2611,
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                "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 1 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 0",
                "points": 0,
                "status": "missed",
                "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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "134 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Matched the pypi:semantic-kernel@1.44.0 runtime dependency closure — what installing the published package pulls in — 90 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:semantic-kernel@1.44.0",
                  "assessed": 90
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 85,
            "inputs": {
              "source": "osv",
              "advisories": 6,
              "affected_packages": 1,
              "assessed_packages": 90,
              "unassessed_packages": 0,
              "affected_by_severity": "moderate 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "1 affected: werkzeug 3.1.1 (moderate 5.3)",
                "points": 14.4,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "werkzeug 3.1.1 (moderate 5.3)"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 231 days ago",
                "points": 35.3,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 231
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 90,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "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": 12
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 65,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "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",
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            "value": 1,
            "inputs": {
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              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "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": "excellent",
            "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": 86,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "uv.lock",
                "yarn.lock"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "python/Makefile"
              ],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
                "dotnet/samples/Demos/ProcessFrameworkWithSignalR/src/ProcessFramework.Aspire.SignalR.ReactFrontend/tsconfig.json",
                "dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/tsconfig.json",
                "python/mypy.ini",
                "python/semantic_kernel/py.typed"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "python/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "python/Makefile"
                    }
                  }
                ],
                "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": "dotnet/samples/Demos/ProcessFrameworkWithSignalR/src/ProcessFramework.Aspire.SignalR.ReactFrontend/tsconfig.json, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/tsconfig.json, python/mypy.ini, python/semantic_kernel/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "dotnet/samples/Demos/ProcessFrameworkWithSignalR/src/ProcessFramework.Aspire.SignalR.ReactFrontend/tsconfig.json, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/tsconfig.json, python/mypy.ini, python/semantic_kernel/py.typed"
                    }
                  }
                ],
                "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 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "C#",
              "largest_source_bytes": 112844,
              "source_files_sampled": 4231,
              "oversized_source_files": 10
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C# (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C#"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "10/4231 source files over 60KB",
                "points": 54.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 4231,
                      "oversized": 10
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "excellent",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "example_dirs": [
                "demos",
                "notebooks",
                "samples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": [
                "dotnet/samples/Concepts/Resources/Plugins/DictionaryPlugin/openapi.json",
                "dotnet/samples/Concepts/Resources/Plugins/JiraPlugin/openapi.json",
                "dotnet/samples/Concepts/Resources/Plugins/ProductsPlugin/openapi.json",
                "dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/src/services/grpc/proto/documentGeneration.proto",
                "dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Grpc/Protos/documentationGenerator.proto",
                "dotnet/src/Functions/Functions.UnitTests/Grpc/Protobuf/TestPlugins/protoV3.proto",
                "python/samples/concepts/plugins/openapi/openapi.yaml",
                "python/tests/unit/connectors/openapi_plugin/openapi.yaml"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "dotnet/samples/Concepts/Resources/Plugins/DictionaryPlugin/openapi.json, dotnet/samples/Concepts/Resources/Plugins/JiraPlugin/openapi.json, dotnet/samples/Concepts/Resources/Plugins/ProductsPlugin/openapi.json, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/src/services/grpc/proto/documentGeneration.proto, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Grpc/Protos/documentationGenerator.proto, dotnet/src/Functions/Functions.UnitTests/Grpc/Protobuf/TestPlugins/protoV3.proto, python/samples/concepts/plugins/openapi/openapi.yaml, python/tests/unit/connectors/openapi_plugin/openapi.yaml",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "dotnet/samples/Concepts/Resources/Plugins/DictionaryPlugin/openapi.json, dotnet/samples/Concepts/Resources/Plugins/JiraPlugin/openapi.json, dotnet/samples/Concepts/Resources/Plugins/ProductsPlugin/openapi.json, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/src/services/grpc/proto/documentGeneration.proto, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Grpc/Protos/documentationGenerator.proto, dotnet/src/Functions/Functions.UnitTests/Grpc/Protobuf/TestPlugins/protoV3.proto, python/samples/concepts/plugins/openapi/openapi.yaml, python/tests/unit/connectors/openapi_plugin/openapi.yaml"
                    }
                  }
                ],
                "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",
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                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "demos, notebooks, 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": "2026-07-21T02:47:47.162087Z",
  "schema_version": "0.16.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/microsoft/semantic-kernel.svg",
  "full_name": "microsoft/semantic-kernel",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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