Öffentliches Register
Software-GesundheitsberichtSchema 0.17.0 · Metriken 1.13.0 · 2026-07-21 03:59 UTC

langchain-ai / langchain-nvidia

Jupyter Notebook · PythonMIT★ 206 Sterne⑂ 103 Forksseit Feb. 2024Auf GitHub ansehen ↗

langchain-ai/langchain-nvidia erreicht einen Gesundheitsindex von 75 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (98/100) ab, am schwächsten bei AI Readiness (48/100). Zuletzt vor 5 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

75
gesamt / 100
Gut

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.

75
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

LangChainOrganisation
21.009 Follower252 öffentliche Reposseit März 2023

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIlangchain-nvidia-trt0.0.1rc0371vor 945 Tagen
PyPIlangchain-nvidia-openshell0.1.02201vor 20 Tagen
PyPIlangchain-nvidia-ai-endpoints1.4.3777.40666vor 19 Tagen

Metriken nach Kategorie

Vitalität

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

98Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 5 Tagen
32.5/36Commit-Rhythmus — 47/52 Wochen mit Commits
18/18Commit-Volumen — 267 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_year267
human_commit_share
days_since_last_push5
active_weeks_last_year47

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 66 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 19 Tagen
27/27Release-Rhythmus — ein Release etwa alle 15,4 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count66
latest_release_taglibs/ai-endpoints/v1.4.3
releases_from_tagsnein
days_since_latest_release19
mean_days_between_releases15,4
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

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

78Gut · 18 % des Gesamtindex
Wie die Bewertung erfolgt
37.5/60Stars — 206 Stars
16.7/25Forks — 103 Forks
4.7/15Watcher — 8 Watcher
Verwendete Eingangsdaten
forks103
stars206
watchers8
growth_stateorganic
growth_factor_pct100
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
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templatenein
Wie die Bewertung erfolgt
78.5/80Downloads pro Monat — 777.663 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packageslangchain-nvidia-trt, langchain-nvidia-openshell, langchain-nvidia-ai-endpoints
dependents
ecosystemspypi
total_downloads
monthly_downloads777.663
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.

Nachhaltigkeit & Governance

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

70Gut · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
10.3/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 54 % der Commits
13.5/13.5Breite der Beitragenden — 37 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor1
contributors_sampled37
top_contributor_share0,54
Wie die Bewertung erfolgt
33.2/46.8Issue-Lösungsquote — 71 % der Issues geschlossen
34.6/38.3PR-Annahme — 268/296 entschiedene PRs gemergt
4.5/15OpenSSF Scorecard: Code-Review — Found 8/23 approved changesets -- score normalized to 3
Verwendete Eingangsdaten
merged_prs268
open_issues13
closed_issues32
issue_closed_ratio0,711
closed_unmerged_prs28
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
25/25Reichweite des Inhabers — 21.009 Follower von langchain-ai
19.8/25Kontohistorie — 252 öffentliche Repos, Kontoalter ca. 3 Jahre
Verwendete Eingangsdaten
followers21.009
owner_typeOrganization
is_verified
owner_loginlangchain-ai
public_repos252
account_age_days1.237

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 3 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 19 Tagen
20/20Versionshistorie — 66 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packageslangchain-nvidia-trt, langchain-nvidia-openshell, langchain-nvidia-ai-endpoints
ecosystemspypi
any_deprecatednein
min_days_since_publish19

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

56Mittel · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 9 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 28 out of 29 merged PRs checked by a CI test -- score normalized to 9
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

40Gefährdet
Wie die Bewertung erfolgt
30/30README
0/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
0/10Repository-Beschreibung
0/10Topics
10/10Wiki
Verwendete Eingangsdaten
topics
has_wikija
homepage
has_readmeja
has_docs_dirnein
has_descriptionnein

Sicherheit

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

71Gut · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.2/2.5CI-Tests — 28 out of 29 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
2.2/7.5Code-Review — Found 8/23 approved changesets -- score normalized to 3
2.5/2.5Contributors — project has 7 contributing companies or organizations
10/10Dangerous-Workflow — no 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
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
3/5SAST — SAST tool is not run on all commits -- score normalized to 6
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — keine Daten
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate7,1
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
14/35Direkte Abhängigkeiten ohne bekannte Advisories — 1 betroffen: protobuf 3.20.3 (high 7.5)
25/25Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory
33.7/40Keine offenen Advisories — 1 Paket(e) mit Advisory seit über 90 Tagen unbehandelt; ältestes vor 399 Tagen veröffentlicht
Verwendete Eingangsdaten
sourceosv
advisories4
affected_packages1
assessed_packages56
unassessed_packages0
affected_by_severityhigh 1
direct_affected_packages1
Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:langchain-nvidia-trt@0.0.1rc0 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 56 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.

48Gefährdet · 0 % des Gesamtindex
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.
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — libs/ai-endpoints/Makefile, libs/langgraph/Makefile, libs/openshell/Makefile, libs/trt/Makefile
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — libs/ai-endpoints/langchain_nvidia_ai_endpoints/py.typed, libs/trt/langchain_nvidia_trt/py.typed, libs/trt/mypy.ini
10/10Reproduzierbare Umgebung — lockfile
0/10Belegte Agentenpraxis — keine Daten
0/8Automatisierte Wartung — keine Daten
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilespoetry.lock
has_dockerfilenein
typed_languagenein
bootstrap_fileslibs/ai-endpoints/Makefile, libs/langgraph/Makefile, libs/openshell/Makefile, libs/trt/Makefile
has_devcontainernein
has_linter_confignein
typecheck_configslibs/ai-endpoints/langchain_nvidia_ai_endpoints/py.typed, libs/trt/langchain_nvidia_trt/py.typed, libs/trt/mypy.ini
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis, Automatisierte Wartung. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Jupyter Notebook mit Typprüfungs-Konfiguration (libs/ai-endpoints/langchain_nvidia_ai_endpoints/py.typed, libs/trt/langchain_nvidia_trt/py.typed, libs/trt/mypy.ini)
54.6/55Handhabbare Dateigrößen — 1/142 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageJupyter Notebook
largest_source_bytes61.036
source_files_sampled142
oversized_source_files1
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — cookbook, notebooks
Verwendete Eingangsdaten
example_dirscookbook, notebooks
has_mcp_signalnein
api_schema_files

Eckdaten

206GitHub-Sterne
37Mitwirkende
267Commits, letzte 12 Monate
5Tage seit letztem Push
66Releases
1Bus-Faktor
13offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Could not fetch pypi package 'langchain-nvidia-langgraph' from its registry

Weitere Details

Stern- und Fork-Verlauf 206 ★ / 0 ⇿
206Sterne

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

04080120160200240206232024-022025-052026-07

Jeder Punkt umfasst 3 Tage.

OpenSSF Scorecard 7.1 / 10
7.1Gesamtwert

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 03:59 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
9CI-Tests28 out of 29 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 8/23 approved changesets -- score normalized to 3
10Contributorsproject has 7 contributing companies or organizations
10Dangerous-Workflowno dangerous 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
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
6SASTSAST tool is not run on all commits -- score normalized to 6
10Security-Policysecurity policy file detected
k. A.Signed-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
9Vulnerabilities1 existing vulnerabilities detected
Direkte Abhängigkeiten 16
RegistryPaketVersionsvorgabeManifest
PyPIlangchain-core>=1.4.7,<2.0.0libs/ai-endpoints/pyproject.toml
PyPIaiohttp>=3.13.3,<3.15.0libs/ai-endpoints/pyproject.toml
PyPIrequests>=2.28.0libs/ai-endpoints/pyproject.toml
PyPIlangchain-core>=1.2.5,<2.0.0libs/langgraph/pyproject.toml
PyPIlanggraph>=1.0.0,<2.0.0libs/langgraph/pyproject.toml
PyPInvidia-nat-app^1.5.0libs/langgraph/pyproject.toml
PyPIdeepagents>=0.5.0,<0.6.0libs/openshell/pyproject.toml
PyPIlangchain-nvidia-ai-endpoints>=1.2.1,<2.0.0libs/openshell/pyproject.toml
PyPIopenshell>=0.0.72,<0.1libs/openshell/pyproject.toml
PyPIpython-dotenv>=1.0,<2libs/openshell/pyproject.toml
PyPIgrpcio>=1.78,<2libs/openshell/pyproject.toml
PyPIlangchain-core>=0.1,<2.0.0libs/trt/pyproject.toml
PyPItritonclient^2.42.0libs/trt/pyproject.toml
PyPIlint^1.2.1libs/trt/pyproject.toml
PyPItypes-protobuf^4.24.0.4libs/trt/pyproject.toml
PyPIprotobuf>=5.29.6,<6libs/trt/pyproject.toml
Alle Abhängigkeiten 172

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 21 direkte und 151 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIaiohttp3.14.1direkt
PyPIdeepagents0.5.7direkt
PyPIgrpcio1.67.1direkt
PyPIgrpcio1.80.0direkt
PyPIlangchain-core1.4.8direkt
PyPIlangchain-core1.4.9direkt
PyPIlangchain-nvidia-ai-endpointsdirekt
PyPIlangchain-nvidia-ai-endpoints1.4.1direkt
PyPIlanggraphdirekt
PyPIlanggraph1.2.7direkt
PyPIlanggraph1.2.9direkt
PyPIlint1.2.1direkt
PyPInvidia-nat-app1.6.0a20260225direkt
PyPIopenshell0.0.72direkt
PyPIprotobuf5.29.6direkt
PyPIprotobuf7.34.1direkt
PyPIpython-dotenv1.2.2direkt
PyPIrequests2.33.0direkt
PyPIrequests2.33.1direkt
PyPItritonclient2.66.0direkt
PyPItypes-protobuf4.25.0.20240417direkt
PyPIaiohappyeyeballs2.6.1indirekt
PyPIaiohappyeyeballs2.6.2indirekt
PyPIaiosignal1.4.0indirekt
PyPIannotated-types0.7.0indirekt
PyPIanthropic0.100.0indirekt
PyPIanyio4.11.0indirekt
PyPIanyio4.12.1indirekt
PyPIanyio4.13.0indirekt
PyPIast-serialize0.5.0indirekt
PyPIastroid4.0.4indirekt
PyPIasync-timeout5.0.1indirekt
PyPIattrs25.4.0indirekt
PyPIattrs26.1.0indirekt
PyPIbeautifulsoup4indirekt
PyPIbracex2.6indirekt
PyPIcertifi2025.11.12indirekt
PyPIcertifi2026.2.25indirekt
PyPIcertifi2026.4.22indirekt
PyPIcffi2.0.0indirekt
PyPIcharset-normalizer3.4.4indirekt
PyPIcharset-normalizer3.4.7indirekt
PyPIcloudpickle3.1.2indirekt
PyPIcodespell2.4.1indirekt
PyPIcodespell2.4.2indirekt
PyPIcolorama0.4.6indirekt
PyPIcryptography48.0.1indirekt
PyPIdill0.4.1indirekt
PyPIdistro1.9.0indirekt
PyPIdocstring-parser0.18.0indirekt
PyPIexceptiongroup1.3.0indirekt
PyPIexceptiongroup1.3.1indirekt
PyPIfaker24.14.1indirekt
PyPIfiletype1.2.0indirekt
PyPIfreezegun1.5.5indirekt
PyPIfrozenlist1.8.0indirekt
PyPIgitdb4.0.12indirekt
PyPIgitpython3.1.51indirekt
PyPIgoogle-auth2.50.0indirekt
PyPIgoogle-genai1.75.0indirekt
PyPIh110.16.0indirekt
PyPIhttpcore1.0.9indirekt
PyPIhttpx0.28.1indirekt
PyPIidna3.15indirekt
PyPIidna3.18indirekt
PyPIiniconfig2.3.0indirekt
PyPIisort8.0.1indirekt
PyPIjiter0.14.0indirekt
PyPIjsonpatch1.33indirekt
PyPIjsonpointer3.0.0indirekt
PyPIjsonpointer3.1.1indirekt
PyPIlangchainindirekt
PyPIlangchain1.3.11indirekt
PyPIlangchain-anthropic1.4.8indirekt
PyPIlangchain-chromaindirekt
PyPIlangchain-communityindirekt
PyPIlangchain-google-genai4.2.2indirekt
PyPIlangchain-protocol0.0.18indirekt
PyPIlangchain-tests1.1.5indirekt
PyPIlangchain-tests1.1.6indirekt
PyPIlanggraph-checkpoint4.1.1indirekt
PyPIlanggraph-prebuilt1.1.0indirekt
PyPIlanggraph-sdk0.4.2indirekt
PyPIlangsmith0.8.18indirekt
PyPIlangsmith0.9.3indirekt
PyPIlibrt0.11.0indirekt
PyPIlxmlindirekt
PyPImarkdown-it-py4.0.0indirekt
PyPImccabe0.7.0indirekt
PyPImdurl0.1.2indirekt
PyPImultidict6.7.0indirekt
PyPImultidict6.7.1indirekt
PyPImypy0.991indirekt
PyPImypy1.20.2indirekt
PyPImypy2.1.0indirekt
PyPImypy-extensions1.1.0indirekt
PyPInumpy2.2.6indirekt
PyPInumpy2.4.4indirekt
PyPIorjson3.11.6indirekt
PyPIorjson3.11.7indirekt
PyPIorjson3.11.8indirekt
PyPIorjson3.11.9indirekt
PyPIormsgpack1.12.2indirekt
PyPIpackaging25.0indirekt
PyPIpackaging26.0indirekt
PyPIpackaging26.2indirekt
PyPIpathspec1.1.1indirekt
PyPIplatformdirs4.9.6indirekt
PyPIpluggy1.6.0indirekt
PyPIpropcache0.4.1indirekt
PyPIpropcache0.5.2indirekt
PyPIpy-cpuinfo9.0.0indirekt
PyPIpyasn10.6.3indirekt
PyPIpyasn1-modules0.4.2indirekt
PyPIpycparser2.23indirekt
PyPIpycparser3.0indirekt
PyPIpydantic2.12.4indirekt
PyPIpydantic2.12.5indirekt
PyPIpydantic2.13.3indirekt
PyPIpydantic2.13.4indirekt
PyPIpydantic-core2.41.5indirekt
PyPIpydantic-core2.46.3indirekt
PyPIpydantic-core2.46.4indirekt
PyPIpygments2.20.0indirekt
PyPIpylint4.0.5indirekt
PyPIpytest9.1.1indirekt
PyPIpytest-asyncio0.21.2indirekt
PyPIpytest-benchmark5.0.1indirekt
PyPIpytest-benchmark5.2.3indirekt
PyPIpytest-codspeed4.2.0indirekt
PyPIpytest-codspeed4.5.0indirekt
PyPIpytest-mock3.15.1indirekt
PyPIpytest-recording0.13.4indirekt
PyPIpytest-socket0.7.0indirekt
PyPIpytest-watcher0.3.5indirekt
PyPIpython-dateutil2.9.0.post0indirekt
PyPIpython-rapidjson1.23indirekt
PyPIpyyaml6.0.3indirekt
PyPIrequests-mock1.12.1indirekt
PyPIrequests-toolbelt1.0.0indirekt
PyPIrich14.2.0indirekt
PyPIrich15.0.0indirekt
PyPIruff0.1.15indirekt
PyPIsix1.17.0indirekt
PyPIsmmap5.0.3indirekt
PyPIsniffio1.3.1indirekt
PyPIsyrupy5.1.0indirekt
PyPIsyrupy5.5.3indirekt
PyPItavily-pythonindirekt
PyPItenacity9.1.2indirekt
PyPItenacity9.1.4indirekt
PyPItomli2.3.0indirekt
PyPItomli2.4.1indirekt
PyPItomlkit0.14.0indirekt
PyPItypes-pillow10.2.0.20240822indirekt
PyPItypes-requests2.32.4.20250913indirekt
PyPItyping-extensions4.15.0indirekt
PyPItyping-inspection0.4.2indirekt
PyPIurllib32.7.0indirekt
PyPIuuid-utils0.14.1indirekt
PyPIvcrpy8.2.1indirekt
PyPIwatchdog6.0.0indirekt
PyPIwcmatch10.1indirekt
PyPIwebsockets15.0.1indirekt
PyPIwebsockets16.0indirekt
PyPIwrapt2.0.1indirekt
PyPIwrapt2.1.2indirekt
PyPIxxhash3.6.0indirekt
PyPIxxhash3.7.0indirekt
PyPIyarl1.22.0indirekt
PyPIyarl1.24.2indirekt
PyPIzstandard0.25.0indirekt
Abhängigkeits-Advisories 1

Die Installation von pypi:langchain-nvidia-trt@0.0.1rc0 zieht 56 Pakete nach sich, direkt und transitiv: 1 tragen bekannte Advisories, davon 1 direkte Abhängigkeiten.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
protobuf3.20.3direkthoch46.33.5

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
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 10945,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Shell": 19956,
        "Python": 1067258,
        "Makefile": 7070,
        "Jupyter Notebook": 2241781
      },
      "pushed_at": "2026-07-15T07:29:07Z",
      "created_at": "2024-02-21T22:36:43Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-15T07:29:14Z",
      "description": null,
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Jupyter Notebook",
      "significant_languages": [
        "Jupyter Notebook",
        "Python"
      ]
    },
    "owner": {
      "blog": "https://www.langchain.com",
      "name": "LangChain",
      "type": "Organization",
      "login": "langchain-ai",
      "company": null,
      "location": "United States of America",
      "followers": 21009,
      "avatar_url": "https://avatars.githubusercontent.com/u/126733545?v=4",
      "created_at": "2023-03-02T00:37:16Z",
      "is_verified": null,
      "public_repos": 252,
      "account_age_days": 1237
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases_count": 66,
      "commits_last_year": 267,
      "latest_release_at": "2026-07-02T00:38:25Z",
      "latest_release_tag": "libs/ai-endpoints/v1.4.3",
      "releases_from_tags": false,
      "days_since_last_push": 5,
      "active_weeks_last_year": 47,
      "days_since_latest_release": 19,
      "mean_days_between_releases": 15.4
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": false,
      "has_contributing": true,
      "health_percentage": 75,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "langchain-nvidia-trt",
          "exists": true,
          "license": null,
          "keywords": [
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.9"
          ],
          "ecosystem": "pypi",
          "matches_repo": null,
          "registry_url": "https://pypi.org/project/langchain-nvidia-trt/",
          "is_deprecated": false,
          "latest_version": "0.0.1rc0",
          "repository_url": "",
          "versions_count": 1,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 37,
          "first_published_at": "2023-12-19T03:08:49.597702Z",
          "latest_published_at": "2023-12-19T03:08:51.901386Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 945
        },
        {
          "name": "langchain-nvidia-openshell",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/langchain-nvidia-openshell/",
          "is_deprecated": false,
          "latest_version": "0.1.0",
          "repository_url": "https://github.com/langchain-ai/langchain-nvidia",
          "versions_count": 1,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 220,
          "first_published_at": "2026-06-30T17:32:14.510942Z",
          "latest_published_at": "2026-06-30T17:32:15.367642Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 20
        },
        {
          "name": "langchain-nvidia-ai-endpoints",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "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"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/langchain-nvidia-ai-endpoints/",
          "is_deprecated": false,
          "latest_version": "1.4.3",
          "repository_url": "https://github.com/langchain-ai/langchain-nvidia",
          "versions_count": 66,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 777406,
          "first_published_at": "2023-12-15T20:26:03.996022Z",
          "latest_published_at": "2026-07-02T00:38:06.146947Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 19
        }
      ]
    },
    "popularity": {
      "forks": 103,
      "stars": 206,
      "watchers": 8,
      "star_history": {
        "days": [
          {
            "date": "2024-02-28",
            "count": 1
          },
          {
            "date": "2024-03-01",
            "count": 1
          },
          {
            "date": "2024-03-05",
            "count": 1
          },
          {
            "date": "2024-03-07",
            "count": 1
          },
          {
            "date": "2024-03-12",
            "count": 1
          },
          {
            "date": "2024-03-15",
            "count": 1
          },
          {
            "date": "2024-03-21",
            "count": 1
          },
          {
            "date": "2024-03-22",
            "count": 1
          },
          {
            "date": "2024-03-24",
            "count": 1
          },
          {
            "date": "2024-03-26",
            "count": 1
          },
          {
            "date": "2024-03-28",
            "count": 1
          },
          {
            "date": "2024-04-06",
            "count": 1
          },
          {
            "date": "2024-04-25",
            "count": 1
          },
          {
            "date": "2024-05-01",
            "count": 1
          },
          {
            "date": "2024-05-02",
            "count": 2
          },
          {
            "date": "2024-05-05",
            "count": 1
          },
          {
            "date": "2024-05-07",
            "count": 1
          },
          {
            "date": "2024-05-29",
            "count": 1
          },
          {
            "date": "2024-06-03",
            "count": 3
          },
          {
            "date": "2024-06-04",
            "count": 2
          },
          {
            "date": "2024-06-05",
            "count": 2
          },
          {
            "date": "2024-06-06",
            "count": 1
          },
          {
            "date": "2024-06-11",
            "count": 1
          },
          {
            "date": "2024-06-13",
            "count": 1
          },
          {
            "date": "2024-06-18",
            "count": 2
          },
          {
            "date": "2024-06-23",
            "count": 1
          },
          {
            "date": "2024-06-29",
            "count": 1
          },
          {
            "date": "2024-07-04",
            "count": 1
          },
          {
            "date": "2024-07-08",
            "count": 1
          },
          {
            "date": "2024-07-16",
            "count": 2
          },
          {
            "date": "2024-07-20",
            "count": 1
          },
          {
            "date": "2024-07-23",
            "count": 1
          },
          {
            "date": "2024-07-30",
            "count": 3
          },
          {
            "date": "2024-08-06",
            "count": 1
          },
          {
            "date": "2024-08-11",
            "count": 1
          },
          {
            "date": "2024-08-19",
            "count": 1
          },
          {
            "date": "2024-08-22",
            "count": 1
          },
          {
            "date": "2024-08-23",
            "count": 1
          },
          {
            "date": "2024-09-06",
            "count": 1
          },
          {
            "date": "2024-09-08",
            "count": 1
          },
          {
            "date": "2024-10-24",
            "count": 2
          },
          {
            "date": "2024-11-02",
            "count": 1
          },
          {
            "date": "2024-11-18",
            "count": 1
          },
          {
            "date": "2024-12-04",
            "count": 1
          },
          {
            "date": "2024-12-09",
            "count": 1
          },
          {
            "date": "2024-12-18",
            "count": 1
          },
          {
            "date": "2025-01-07",
            "count": 14
          },
          {
            "date": "2025-01-08",
            "count": 14
          },
          {
            "date": "2025-01-09",
            "count": 5
          },
          {
            "date": "2025-01-10",
            "count": 4
          },
          {
            "date": "2025-01-11",
            "count": 5
          },
          {
            "date": "2025-01-12",
            "count": 1
          },
          {
            "date": "2025-01-13",
            "count": 5
          },
          {
            "date": "2025-01-14",
            "count": 4
          },
          {
            "date": "2025-01-15",
            "count": 1
          },
          {
            "date": "2025-01-18",
            "count": 1
          },
          {
            "date": "2025-01-21",
            "count": 1
          },
          {
            "date": "2025-01-22",
            "count": 1
          },
          {
            "date": "2025-01-24",
            "count": 3
          },
          {
            "date": "2025-01-25",
            "count": 5
          },
          {
            "date": "2025-01-26",
            "count": 1
          },
          {
            "date": "2025-01-28",
            "count": 1
          },
          {
            "date": "2025-01-30",
            "count": 2
          },
          {
            "date": "2025-02-01",
            "count": 1
          },
          {
            "date": "2025-02-04",
            "count": 2
          },
          {
            "date": "2025-02-05",
            "count": 1
          },
          {
            "date": "2025-02-06",
            "count": 1
          },
          {
            "date": "2025-02-14",
            "count": 1
          },
          {
            "date": "2025-02-16",
            "count": 1
          },
          {
            "date": "2025-02-17",
            "count": 1
          },
          {
            "date": "2025-02-20",
            "count": 1
          },
          {
            "date": "2025-02-24",
            "count": 1
          },
          {
            "date": "2025-03-03",
            "count": 2
          },
          {
            "date": "2025-03-07",
            "count": 1
          },
          {
            "date": "2025-03-11",
            "count": 1
          },
          {
            "date": "2025-03-17",
            "count": 1
          },
          {
            "date": "2025-03-19",
            "count": 1
          },
          {
            "date": "2025-03-24",
            "count": 1
          },
          {
            "date": "2025-03-27",
            "count": 1
          },
          {
            "date": "2025-04-03",
            "count": 3
          },
          {
            "date": "2025-04-07",
            "count": 1
          },
          {
            "date": "2025-04-17",
            "count": 1
          },
          {
            "date": "2025-04-28",
            "count": 1
          },
          {
            "date": "2025-05-07",
            "count": 1
          },
          {
            "date": "2025-05-09",
            "count": 1
          },
          {
            "date": "2025-05-16",
            "count": 1
          },
          {
            "date": "2025-05-20",
            "count": 1
          },
          {
            "date": "2025-05-21",
            "count": 1
          },
          {
            "date": "2025-06-13",
            "count": 1
          },
          {
            "date": "2025-06-22",
            "count": 1
          },
          {
            "date": "2025-07-17",
            "count": 2
          },
          {
            "date": "2025-07-29",
            "count": 1
          },
          {
            "date": "2025-08-12",
            "count": 1
          },
          {
            "date": "2025-08-19",
            "count": 1
          },
          {
            "date": "2025-08-22",
            "count": 1
          },
          {
            "date": "2025-08-28",
            "count": 1
          },
          {
            "date": "2025-09-02",
            "count": 1
          },
          {
            "date": "2025-09-03",
            "count": 1
          },
          {
            "date": "2025-09-18",
            "count": 2
          },
          {
            "date": "2025-09-20",
            "count": 1
          },
          {
            "date": "2025-10-10",
            "count": 1
          },
          {
            "date": "2025-10-16",
            "count": 1
          },
          {
            "date": "2025-10-26",
            "count": 2
          },
          {
            "date": "2025-11-01",
            "count": 1
          },
          {
            "date": "2025-11-03",
            "count": 1
          },
          {
            "date": "2025-11-19",
            "count": 1
          },
          {
            "date": "2025-11-22",
            "count": 1
          },
          {
            "date": "2025-11-24",
            "count": 1
          },
          {
            "date": "2025-12-19",
            "count": 1
          },
          {
            "date": "2025-12-22",
            "count": 1
          },
          {
            "date": "2025-12-26",
            "count": 1
          },
          {
            "date": "2026-01-10",
            "count": 1
          },
          {
            "date": "2026-01-13",
            "count": 1
          },
          {
            "date": "2026-01-31",
            "count": 1
          },
          {
            "date": "2026-02-01",
            "count": 1
          },
          {
            "date": "2026-02-04",
            "count": 1
          },
          {
            "date": "2026-02-10",
            "count": 1
          },
          {
            "date": "2026-02-19",
            "count": 1
          },
          {
            "date": "2026-02-25",
            "count": 1
          },
          {
            "date": "2026-02-27",
            "count": 1
          },
          {
            "date": "2026-03-02",
            "count": 1
          },
          {
            "date": "2026-03-03",
            "count": 1
          },
          {
            "date": "2026-03-04",
            "count": 2
          },
          {
            "date": "2026-03-16",
            "count": 1
          },
          {
            "date": "2026-03-27",
            "count": 1
          },
          {
            "date": "2026-03-29",
            "count": 1
          },
          {
            "date": "2026-03-30",
            "count": 1
          },
          {
            "date": "2026-04-19",
            "count": 1
          },
          {
            "date": "2026-05-11",
            "count": 1
          },
          {
            "date": "2026-05-25",
            "count": 1
          },
          {
            "date": "2026-05-31",
            "count": 1
          },
          {
            "date": "2026-06-01",
            "count": 1
          },
          {
            "date": "2026-06-03",
            "count": 1
          },
          {
            "date": "2026-06-16",
            "count": 1
          },
          {
            "date": "2026-06-22",
            "count": 1
          },
          {
            "date": "2026-07-06",
            "count": 1
          },
          {
            "date": "2026-07-09",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 206,
        "total_stars": 206
      },
      "open_issues_and_prs": 22
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "cookbook",
        "notebooks"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "libs/ai-endpoints/Makefile",
        "libs/langgraph/Makefile",
        "libs/openshell/Makefile",
        "libs/trt/Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "libs/ai-endpoints/langchain_nvidia_ai_endpoints/py.typed",
        "libs/trt/langchain_nvidia_trt/py.typed",
        "libs/trt/mypy.ini"
      ],
      "largest_source_bytes": 61036,
      "source_files_sampled": 142,
      "oversized_source_files": 1,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "studio/requirements.txt"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [
          {
            "name": "protobuf",
            "direct": true,
            "version": "3.20.3",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-7gcm-g887-7qv7",
              "GHSA-8qvm-5x2c-j2w7",
              "PYSEC-2026-1805",
              "PYSEC-2026-1806"
            ],
            "fixed_version": "6.33.5",
            "advisory_count": 4,
            "oldest_advisory_days": 399
          }
        ],
        "collected": true,
        "truncated": false,
        "by_severity": {
          "high": 1
        },
        "advisory_count": 4,
        "affected_count": 1,
        "assessed_count": 56,
        "assessed_package": "pypi:langchain-nvidia-trt@0.0.1rc0",
        "unassessed_count": 0,
        "direct_affected_count": 1
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "langchain-core",
          "manifest": "libs/ai-endpoints/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.4.7,<2.0.0"
        },
        {
          "name": "aiohttp",
          "manifest": "libs/ai-endpoints/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3.13.3,<3.15.0"
        },
        {
          "name": "requests",
          "manifest": "libs/ai-endpoints/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.28.0"
        },
        {
          "name": "langchain-core",
          "manifest": "libs/langgraph/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.2.5,<2.0.0"
        },
        {
          "name": "langgraph",
          "manifest": "libs/langgraph/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.0.0,<2.0.0"
        },
        {
          "name": "nvidia-nat-app",
          "manifest": "libs/langgraph/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^1.5.0"
        },
        {
          "name": "deepagents",
          "manifest": "libs/openshell/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.5.0,<0.6.0"
        },
        {
          "name": "langchain-nvidia-ai-endpoints",
          "manifest": "libs/openshell/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.2.1,<2.0.0"
        },
        {
          "name": "openshell",
          "manifest": "libs/openshell/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.0.72,<0.1"
        },
        {
          "name": "python-dotenv",
          "manifest": "libs/openshell/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.0,<2"
        },
        {
          "name": "grpcio",
          "manifest": "libs/openshell/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.78,<2"
        },
        {
          "name": "langchain-core",
          "manifest": "libs/trt/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.1,<2.0.0"
        },
        {
          "name": "tritonclient",
          "manifest": "libs/trt/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^2.42.0"
        },
        {
          "name": "lint",
          "manifest": "libs/trt/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^1.2.1"
        },
        {
          "name": "types-protobuf",
          "manifest": "libs/trt/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^4.24.0.4"
        },
        {
          "name": "protobuf",
          "manifest": "libs/trt/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=5.29.6,<6"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "aiohttp",
            "direct": true,
            "version": "3.14.1",
            "ecosystem": "pypi"
          },
          {
            "name": "deepagents",
            "direct": true,
            "version": "0.5.7",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio",
            "direct": true,
            "version": "1.67.1",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio",
            "direct": true,
            "version": "1.80.0",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-core",
            "direct": true,
            "version": "1.4.8",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-core",
            "direct": true,
            "version": "1.4.9",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-nvidia-ai-endpoints",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-nvidia-ai-endpoints",
            "direct": true,
            "version": "1.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "langgraph",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "langgraph",
            "direct": true,
            "version": "1.2.7",
            "ecosystem": "pypi"
          },
          {
            "name": "langgraph",
            "direct": true,
            "version": "1.2.9",
            "ecosystem": "pypi"
          },
          {
            "name": "lint",
            "direct": true,
            "version": "1.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-nat-app",
            "direct": true,
            "version": "1.6.0a20260225",
            "ecosystem": "pypi"
          },
          {
            "name": "openshell",
            "direct": true,
            "version": "0.0.72",
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": true,
            "version": "5.29.6",
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": true,
            "version": "7.34.1",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dotenv",
            "direct": true,
            "version": "1.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.33.0",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.33.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tritonclient",
            "direct": true,
            "version": "2.66.0",
            "ecosystem": "pypi"
          },
          {
            "name": "types-protobuf",
            "direct": true,
            "version": "4.25.0.20240417",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohappyeyeballs",
            "direct": false,
            "version": "2.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohappyeyeballs",
            "direct": false,
            "version": "2.6.2",
            "ecosystem": "pypi"
          },
          {
            "name": "aiosignal",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anthropic",
            "direct": false,
            "version": "0.100.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ast-serialize",
            "direct": false,
            "version": "0.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "astroid",
            "direct": false,
            "version": "4.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "async-timeout",
            "direct": false,
            "version": "5.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "25.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "26.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "beautifulsoup4",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "bracex",
            "direct": false,
            "version": "2.6",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2025.11.12",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2026.2.25",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2026.4.22",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.7",
            "ecosystem": "pypi"
          },
          {
            "name": "cloudpickle",
            "direct": false,
            "version": "3.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "codespell",
            "direct": false,
            "version": "2.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "codespell",
            "direct": false,
            "version": "2.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "48.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "dill",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "distro",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "docstring-parser",
            "direct": false,
            "version": "0.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "faker",
            "direct": false,
            "version": "24.14.1",
            "ecosystem": "pypi"
          },
          {
            "name": "filetype",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "freezegun",
            "direct": false,
            "version": "1.5.5",
            "ecosystem": "pypi"
          },
          {
            "name": "frozenlist",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "gitdb",
            "direct": false,
            "version": "4.0.12",
            "ecosystem": "pypi"
          },
          {
            "name": "gitpython",
            "direct": false,
            "version": "3.1.51",
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth",
            "direct": false,
            "version": "2.50.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-genai",
            "direct": false,
            "version": "1.75.0",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": "0.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.15",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.18",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "isort",
            "direct": false,
            "version": "8.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jiter",
            "direct": false,
            "version": "0.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpatch",
            "direct": false,
            "version": "1.33",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpointer",
            "direct": false,
            "version": "3.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpointer",
            "direct": false,
            "version": "3.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "langchain",
            "direct": false,
            "version": "1.3.11",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-anthropic",
            "direct": false,
            "version": "1.4.8",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-chroma",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-community",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-google-genai",
            "direct": false,
            "version": "4.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-protocol",
            "direct": false,
            "version": "0.0.18",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-tests",
            "direct": false,
            "version": "1.1.5",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-tests",
            "direct": false,
            "version": "1.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "langgraph-checkpoint",
            "direct": false,
            "version": "4.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "langgraph-prebuilt",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "langgraph-sdk",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "langsmith",
            "direct": false,
            "version": "0.8.18",
            "ecosystem": "pypi"
          },
          {
            "name": "langsmith",
            "direct": false,
            "version": "0.9.3",
            "ecosystem": "pypi"
          },
          {
            "name": "librt",
            "direct": false,
            "version": "0.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "lxml",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mccabe",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "multidict",
            "direct": false,
            "version": "6.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "multidict",
            "direct": false,
            "version": "6.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy",
            "direct": false,
            "version": "0.991",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy",
            "direct": false,
            "version": "1.20.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy-extensions",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.2.6",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "orjson",
            "direct": false,
            "version": "3.11.6",
            "ecosystem": "pypi"
          },
          {
            "name": "orjson",
            "direct": false,
            "version": "3.11.7",
            "ecosystem": "pypi"
          },
          {
            "name": "orjson",
            "direct": false,
            "version": "3.11.8",
            "ecosystem": "pypi"
          },
          {
            "name": "orjson",
            "direct": false,
            "version": "3.11.9",
            "ecosystem": "pypi"
          },
          {
            "name": "ormsgpack",
            "direct": false,
            "version": "1.12.2",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "26.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pathspec",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "4.9.6",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "propcache",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "propcache",
            "direct": false,
            "version": "0.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "py-cpuinfo",
            "direct": false,
            "version": "9.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1-modules",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "2.23",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": "2.12.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": "2.12.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": "2.13.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": "2.13.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.41.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.46.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.46.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pylint",
            "direct": false,
            "version": "4.0.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "9.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-asyncio",
            "direct": false,
            "version": "0.21.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-benchmark",
            "direct": false,
            "version": "5.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-benchmark",
            "direct": false,
            "version": "5.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-codspeed",
            "direct": false,
            "version": "4.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-codspeed",
            "direct": false,
            "version": "4.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-mock",
            "direct": false,
            "version": "3.15.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-recording",
            "direct": false,
            "version": "0.13.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-socket",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-watcher",
            "direct": false,
            "version": "0.3.5",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": false,
            "version": "2.9.0.post0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-rapidjson",
            "direct": false,
            "version": "1.23",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": "6.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "requests-mock",
            "direct": false,
            "version": "1.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "requests-toolbelt",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": false,
            "version": "14.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": false,
            "version": "15.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": false,
            "version": "0.1.15",
            "ecosystem": "pypi"
          },
          {
            "name": "six",
            "direct": false,
            "version": "1.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "smmap",
            "direct": false,
            "version": "5.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "sniffio",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "syrupy",
            "direct": false,
            "version": "5.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "syrupy",
            "direct": false,
            "version": "5.5.3",
            "ecosystem": "pypi"
          },
          {
            "name": "tavily-python",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "tenacity",
            "direct": false,
            "version": "9.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tenacity",
            "direct": false,
            "version": "9.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tomlkit",
            "direct": false,
            "version": "0.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "types-pillow",
            "direct": false,
            "version": "10.2.0.20240822",
            "ecosystem": "pypi"
          },
          {
            "name": "types-requests",
            "direct": false,
            "version": "2.32.4.20250913",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "uuid-utils",
            "direct": false,
            "version": "0.14.1",
            "ecosystem": "pypi"
          },
          {
            "name": "vcrpy",
            "direct": false,
            "version": "8.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "watchdog",
            "direct": false,
            "version": "6.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wcmatch",
            "direct": false,
            "version": "10.1",
            "ecosystem": "pypi"
          },
          {
            "name": "websockets",
            "direct": false,
            "version": "15.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "websockets",
            "direct": false,
            "version": "16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wrapt",
            "direct": false,
            "version": "2.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "wrapt",
            "direct": false,
            "version": "2.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "xxhash",
            "direct": false,
            "version": "3.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "xxhash",
            "direct": false,
            "version": "3.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "yarl",
            "direct": false,
            "version": "1.22.0",
            "ecosystem": "pypi"
          },
          {
            "name": "yarl",
            "direct": false,
            "version": "1.24.2",
            "ecosystem": "pypi"
          },
          {
            "name": "zstandard",
            "direct": false,
            "version": "0.25.0",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 172,
        "direct_count": 21,
        "indirect_count": 151
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 9,
        "merged_prs": 268,
        "open_issues": 13,
        "closed_ratio": 0.711,
        "closed_issues": 32,
        "closed_unmerged_prs": 28
      },
      "bus_factor": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "mattf",
          "commits": 543,
          "avatar_url": "https://avatars.githubusercontent.com/u/112653?v=4"
        },
        {
          "type": "User",
          "login": "jiayin-nvidia",
          "commits": 91,
          "avatar_url": "https://avatars.githubusercontent.com/u/220757983?v=4"
        },
        {
          "type": "User",
          "login": "soumilinandi",
          "commits": 74,
          "avatar_url": "https://avatars.githubusercontent.com/u/33063377?v=4"
        },
        {
          "type": "User",
          "login": "raspawar",
          "commits": 67,
          "avatar_url": "https://avatars.githubusercontent.com/u/168514198?v=4"
        },
        {
          "type": "User",
          "login": "dglogo",
          "commits": 57,
          "avatar_url": "https://avatars.githubusercontent.com/u/167348611?v=4"
        },
        {
          "type": "User",
          "login": "jkennedyvz",
          "commits": 26,
          "avatar_url": "https://avatars.githubusercontent.com/u/65985482?v=4"
        },
        {
          "type": "User",
          "login": "mdrxy",
          "commits": 20,
          "avatar_url": "https://avatars.githubusercontent.com/u/61371264?v=4"
        },
        {
          "type": "Bot",
          "login": "dependabot[bot]",
          "commits": 16,
          "avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
        },
        {
          "type": "User",
          "login": "rmkraus",
          "commits": 13,
          "avatar_url": "https://avatars.githubusercontent.com/u/4956442?v=4"
        },
        {
          "type": "User",
          "login": "dnandakumar-nv",
          "commits": 12,
          "avatar_url": "https://avatars.githubusercontent.com/u/168006707?v=4"
        }
      ],
      "contributors_sampled": 37,
      "top_contributor_share": 0.54
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "_all_ci.yml",
        "_codespell.yml",
        "_compile_integration_test.yml",
        "_lint.yml",
        "_release.yml",
        "_scheduled_test.yml",
        "_test.yml",
        "_test_release.yml",
        "check_diffs.yml"
      ],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "poetry.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": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 9,
            "reason": "28 out of 29 merged PRs checked by a CI test -- score normalized to 9",
            "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": 3,
            "reason": "Found 8/23 approved changesets -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 7 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no 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 1 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": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 6,
            "reason": "SAST tool is not run on all commits -- score normalized to 6",
            "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": 10,
            "reason": "GitHub workflow tokens follow principle of least privilege",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 9,
            "reason": "1 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "26ab51f9406139d3ceb6c4275570251eac7dc870",
        "ran_at": "2026-07-21T03:59:25Z",
        "aggregate_score": 7.1,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/langchain-ai/langchain-nvidia",
    "host": "github.com",
    "name": "langchain-nvidia",
    "owner": "langchain-ai"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 75,
      "inputs": {
        "security": 71,
        "vitality": 98,
        "community": 78,
        "governance": 70,
        "engineering": 56
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 98,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 96,
            "inputs": {
              "commits_last_year": 267,
              "human_commit_share": null,
              "days_since_last_push": 5,
              "active_weeks_last_year": 47
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 5 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "47/52 weeks with commits",
                "points": 32.5,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 47
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "267 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 267
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 1 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": 66,
              "latest_release_tag": "libs/ai-endpoints/v1.4.3",
              "releases_from_tags": false,
              "days_since_latest_release": 19,
              "mean_days_between_releases": 15.4
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "66 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 66
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 19 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 19
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~15.4 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 15.4
                    }
                  }
                ],
                "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": "good",
        "name": "Community & Adoption",
        "value": 78,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 59,
            "inputs": {
              "forks": 103,
              "stars": 206,
              "watchers": 8,
              "growth_state": "organic",
              "growth_factor_pct": 100
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "206 stars",
                "points": 37.5,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 206
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "103 forks",
                "points": 16.7,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 103
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "8 watchers",
                "points": 4.7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": false
            },
            "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "excellent",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 98,
            "inputs": {
              "packages": [
                "langchain-nvidia-trt",
                "langchain-nvidia-openshell",
                "langchain-nvidia-ai-endpoints"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 777663
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "777,663 downloads/month across pypi",
                "points": 78.5,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 777663,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 70,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 43,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 37,
              "top_contributor_share": 0.54
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 54% of commits",
                "points": 10.3,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 54
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "37 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 37
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 7 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "merged_prs": 268,
              "open_issues": 13,
              "closed_issues": 32,
              "issue_closed_ratio": 0.711,
              "closed_unmerged_prs": 28
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "71% of issues closed",
                "points": 33.2,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 71
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "268/296 decided PRs merged",
                "points": 34.6,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 268,
                      "decided": 296
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 8/23 approved changesets -- score normalized to 3",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "followers": 21009,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "langchain-ai",
              "public_repos": 252,
              "account_age_days": 1237
            },
            "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": "21,009 followers of langchain-ai",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 21009,
                      "login": "langchain-ai"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "252 public repos, account ~3 yr old",
                "points": 19.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 252
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 3
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "langchain-nvidia-trt",
                "langchain-nvidia-openshell",
                "langchain-nvidia-ai-endpoints"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 19
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "3 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 3,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 19 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 19
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "66 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 66
                    }
                  }
                ],
                "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": "moderate",
        "name": "Engineering Quality",
        "value": 56,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "9 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "28 out of 29 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "at_risk",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 71,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 71,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 7.1
            },
            "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 not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "28 out of 29 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "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 8/23 approved changesets -- score normalized to 3",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 7 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "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 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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "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 is not run on all commits -- score normalized to 6",
                "points": 3,
                "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": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Matched the pypi:langchain-nvidia-trt@0.0.1rc0 runtime dependency closure — what installing the published package pulls in — 56 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:langchain-nvidia-trt@0.0.1rc0",
                  "assessed": 56
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 73,
            "inputs": {
              "source": "osv",
              "advisories": 4,
              "affected_packages": 1,
              "assessed_packages": 56,
              "unassessed_packages": 0,
              "affected_by_severity": "high 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: protobuf 3.20.3 (high 7.5)",
                "points": 14,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "protobuf 3.20.3 (high 7.5)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "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 399 days ago",
                "points": 33.7,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 399
                    }
                  }
                ],
                "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": 56,
              "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": 9
            },
            "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": "at_risk",
        "name": "AI Readiness",
        "value": 48,
        "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",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "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": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 74,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "poetry.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "libs/ai-endpoints/Makefile",
                "libs/langgraph/Makefile",
                "libs/openshell/Makefile",
                "libs/trt/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "libs/ai-endpoints/langchain_nvidia_ai_endpoints/py.typed",
                "libs/trt/langchain_nvidia_trt/py.typed",
                "libs/trt/mypy.ini"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "libs/ai-endpoints/Makefile, libs/langgraph/Makefile, libs/openshell/Makefile, libs/trt/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "libs/ai-endpoints/Makefile, libs/langgraph/Makefile, libs/openshell/Makefile, libs/trt/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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "libs/ai-endpoints/langchain_nvidia_ai_endpoints/py.typed, libs/trt/langchain_nvidia_trt/py.typed, libs/trt/mypy.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "libs/ai-endpoints/langchain_nvidia_ai_endpoints/py.typed, libs/trt/langchain_nvidia_trt/py.typed, libs/trt/mypy.ini"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "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": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Jupyter Notebook",
              "largest_source_bytes": 61036,
              "source_files_sampled": 142,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Jupyter Notebook with type-check config (libs/ai-endpoints/langchain_nvidia_ai_endpoints/py.typed, libs/trt/langchain_nvidia_trt/py.typed, libs/trt/mypy.ini)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "libs/ai-endpoints/langchain_nvidia_ai_endpoints/py.typed, libs/trt/langchain_nvidia_trt/py.typed, libs/trt/mypy.ini",
                      "language": "Jupyter Notebook"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/142 source files over 60KB",
                "points": 54.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 142,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "cookbook",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "cookbook, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "cookbook, notebooks"
                    }
                  }
                ],
                "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": [
    "Could not fetch pypi package 'langchain-nvidia-langgraph' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T03:59:54.809298Z",
  "schema_version": "0.17.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/langchain-ai/langchain-nvidia.svg",
  "full_name": "langchain-ai/langchain-nvidia",
  "license_state": "standard",
  "license_spdx": "MIT"
}

Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.

Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.17.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte StatistikenPyPI.