Registro público
Informe de salud del softwareesquema 0.16.0 · métricas 1.13.0 · 2026-07-21 01:31 UTC

redis / redis-vl-python

Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.

PythonMIT★ 416 estrellas⑂ 93 forksdesde nov 2022Ver en GitHub ↗

redis/redis-vl-python tiene un índice de salud de 81 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (95/100) y la más baja, Security (61/100). Se actualizó por última vez hace 6 días. 2 personas concentran la mayor parte del trabajo reciente.

81
global / 100
Bueno

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.

81
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.

Titularidad

RedisOrganización
2839 seguidores78 repositorios públicosdesde mar 2012

Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicaciónEtiquetas
PyPIredisvl0.23.02.480.50857hace 17 díasairedisredis-clientvector-databasevector-search

Métricas por categoría

Vitalidad

¿Está vivo el proyecto: se escribe código y se publican versiones?

95Excelente · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 6 días
27/36Cadencia de commits — 39/52 semanas con commits
18/18Volumen de commits — 162 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year162
human_commit_share
days_since_last_push6
active_weeks_last_year39
Cómo se puntúa
27/27Publica versiones — 54 versiones publicadas
36/36Recencia de las versiones — última versión hace 17 días
27/27Cadencia de publicación — una versión cada ~9,3 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count54
latest_release_tagv0.23.0
releases_from_tagsno
days_since_latest_release17
mean_days_between_releases9,3
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.

Comunidad y Adopción

¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?

75Bueno · 18% del índice global
Cómo se puntúa
42.5/60Estrellas — 416 estrellas
16.4/25Forks — 93 forks
5/15Observadores — 9 observadores
Datos de entrada utilizados
forks93
stars416
watchers9
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT)
18/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
Cómo se puntúa
80/80Descargas mensuales — 2.480.508 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesredisvl
dependents
ecosystemspypi
total_downloads
monthly_downloads2.480.508
Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.

Sostenibilidad y Gobernanza

¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?

79Bueno · 24% del índice global
Cómo se puntúa
25.2/54Factor bus — la mitad de los commits recae en 2 contribuyente(s)
14.9/22.5Distribución de commits — el principal contribuyente firma el 34% de los commits
13.5/13.5Amplitud de contribuyentes — 37 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Datos de entrada utilizados
bus_factor2
contributors_sampled37
top_contributor_share0,339
Cómo se puntúa
37/46.8Resolución de issues — 79% de issues cerradas
32.5/38.3Aceptación de PR — 411/484 PR decididos fusionados
9/15OpenSSF Scorecard: Code-Review — Found 19/30 approved changesets -- score normalized to 6
Datos de entrada utilizados
merged_prs411
open_issues31
closed_issues118
issue_closed_ratio0,792
closed_unmerged_prs73
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
24.8/25Alcance del propietario — 2839 seguidores de redis
25/25Trayectoria — 78 repos públicos, cuenta de ~14 años
Datos de entrada utilizados
followers2839
owner_typeOrganization
is_verified
owner_loginredis
public_repos78
account_age_days5243
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 17 días
20/20Historial de versiones — 57 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesredisvl
ecosystemspypi
any_deprecatedno
min_days_since_publish17

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

91Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 5 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — .pylintrc
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 20 out of 22 merged PRs checked by a CI test -- score normalized to 9
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_config

Documentación

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://docs.redisvl.com
10/10Descripción del repositorio
10/10Topics — 16 topics
0/10Wiki
Datos de entrada utilizados
topicspython, redis, vector-database, embedding, large-language-models, llm, llmcache, openai, retrieval-augmented-generation, semantic-cache, vector-search, anthropic, huggingface, redis-search, search, mcp
has_wikino
homepagehttps://docs.redisvl.com
has_readme
has_docs_dir
has_description

Seguridad

¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?

61Moderado · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
4.5/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.2/2.5CI-Tests — 20 out of 22 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
4.5/7.5Code-Review — Found 19/30 approved changesets -- score normalized to 6
2.5/2.5Contributors — project has 4 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 13 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
3.5/5SAST — SAST tool is not run on all commits -- score normalized to 7
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 65 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5,1
Excluidos de la puntuación (sin datos o no aplicable): signed_releases. Los pesos restantes se han renormalizado.
Cómo se puntúa
35/35Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
25/25Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido
0/40Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
sourceosv
advisories0
affected_packages0
assessed_packages12
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluidos de la puntuación (sin datos o no aplicable): Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:redisvl@0.23.0 —lo que arrastra la instalación del paquete publicado—: 12 paquetes. No se analiza la alcanzabilidad.

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.

66Moderado · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — .cursor/rules/redisvl.mdc, CLAUDE.md
0/15Documentación legible por máquinas (llms.txt)
0/40Historial de commits legible — sin datos
Datos de entrada utilizados
has_llms_txtno
legible_history_share
agent_instruction_files.cursor/rules/redisvl.mdc, CLAUDE.md
agent_instruction_max_bytes4497
Excluidos de la puntuación (sin datos o no aplicable): Historial de commits legible. Los pesos restantes se han renormalizado.
Cómo se puntúa
18/18Arranque con un solo comando — Makefile, docs/Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — .pylintrc
0/11Verificación estática de tipos
10/10Entorno reproducible — Dockerfile, lockfile
0/10Práctica demostrada con agentes — sin datos
0/8Mantenimiento automatizado — sin datos
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfilesuv.lock
has_dockerfile
typed_languageno
bootstrap_filesMakefile, docs/Makefile
has_devcontainerno
has_linter_config
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Excluidos de la puntuación (sin datos o no aplicable): Práctica demostrada con agentes, Mantenimiento automatizado. Los pesos restantes se han renormalizado.
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
54.1/55Tamaños de archivo manejables — 4/241 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes90.106
source_files_sampled241
oversized_source_files4
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples, notebooks
Datos de entrada utilizados
example_dirsexamples, notebooks
has_mcp_signalno
api_schema_files

Datos clave

416estrellas de GitHub
37contribuidores
162commits en los últimos 12 meses
6días desde el último push
54versiones publicadas
2factor bus
31issues abiertas
PyPIecosistemas de paquetes

Más detalle

OpenSSF Scorecard 5.1 / 10
5.1agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-21 01:30 UTC

10Binary-Artifactsno binaries found in the repo
6Branch-Protectionbranch protection is not maximal on development and all release branches
9CI-Tests20 out of 22 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
6Code-ReviewFound 19/30 approved changesets -- score normalized to 6
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 13 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
7SASTSAST tool is not run on all commits -- score normalized to 7
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities65 existing vulnerabilities detected
Dependencias directas 8
RegistroPaqueteRestricción de versiónManifiesto
PyPInumpy>=1.26.0,<3pyproject.toml
PyPIpyyaml>=5.4,<7.0pyproject.toml
PyPIredis>=5.0,<8.0pyproject.toml
PyPIpydantic>=2,<3pyproject.toml
PyPItenacity>=8.2.2pyproject.toml
PyPIml-dtypes>=0.4.0,<1.0.0pyproject.toml
PyPIpython-ulid>=3.0.0pyproject.toml
PyPIjsonpath-ng>=1.5.0pyproject.toml
Todas las dependencias 303

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 9 paquetes directos y 294 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPIjsonpath-ng1.8.0directa
PyPIml-dtypes0.5.4directa
PyPInumpy2.2.6directa
PyPInumpy2.4.6directa
PyPIpydantic2.13.4directa
PyPIpython-ulid3.1.0directa
PyPIpyyaml6.0.3directa
PyPIredis7.4.0directa
PyPItenacity9.1.4directa
PyPIaccessible-pygments0.0.5indirecta
PyPIaiofile3.11.1indirecta
PyPIaiofile3.9.0indirecta
PyPIaiohappyeyeballs2.6.2indirecta
PyPIaiohttp3.13.5indirecta
PyPIaiolimiter1.2.1indirecta
PyPIaiosignal1.4.0indirecta
PyPIalabaster0.7.16indirecta
PyPIannotated-types0.7.0indirecta
PyPIanyio4.13.0indirecta
PyPIappnope0.1.4indirecta
PyPIastroid3.3.11indirecta
PyPIasttokens3.0.1indirecta
PyPIasync-timeout5.0.1indirecta
PyPIattrs26.1.0indirecta
PyPIauthlib1.7.2indirecta
PyPIbabel2.18.0indirecta
PyPIbackports-tarfile1.2.0indirecta
PyPIbeartype0.22.9indirecta
PyPIbeautifulsoup44.14.3indirecta
PyPIblack25.12.0indirecta
PyPIbleach6.3.0indirecta
PyPIboto31.43.16indirecta
PyPIbotocore1.43.16indirecta
PyPIcachetools7.1.4indirecta
PyPIcaio0.9.25indirecta
PyPIcertifi2026.5.20indirecta
PyPIcffi2.0.0indirecta
PyPIcfgv3.5.0indirecta
PyPIcharset-normalizer3.4.7indirecta
PyPIclick8.4.1indirecta
PyPIcodespell2.4.2indirecta
PyPIcohere7.0.0indirecta
PyPIcolorama0.4.6indirecta
PyPIcomm0.2.3indirecta
PyPIcoverage7.14.1indirecta
PyPIcryptography48.0.0indirecta
PyPIcuda-bindings13.3.0indirecta
PyPIcuda-pathfinder1.5.5indirecta
PyPIcuda-toolkit13.0.2indirecta
PyPIcyclopts4.16.1indirecta
PyPIdebugpy1.8.20indirecta
PyPIdecorator5.3.1indirecta
PyPIdefusedxml0.7.1indirecta
PyPIdill0.4.1indirecta
PyPIdistlib0.4.0indirecta
PyPIdistro1.9.0indirecta
PyPIdnspython2.8.0indirecta
PyPIdocker7.1.0indirecta
PyPIdocstring-parser0.18.0indirecta
PyPIdocutils0.21.2indirecta
PyPIemail-validator2.3.0indirecta
PyPIeval-type-backport0.3.1indirecta
PyPIexceptiongroup1.3.1indirecta
PyPIexecnet2.1.2indirecta
PyPIexecuting2.2.1indirecta
PyPIfastavro1.12.2indirecta
PyPIfastjsonschema2.21.2indirecta
PyPIfastmcp3.3.1indirecta
PyPIfastmcp-slim3.3.1indirecta
PyPIffmpeg-python0.2.0indirecta
PyPIfilelock3.29.0indirecta
PyPIfrozenlist1.8.0indirecta
PyPIfsspec2026.4.0indirecta
PyPIfuture1.0.0indirecta
PyPIgoogle-api-core2.25.2indirecta
PyPIgoogle-api-core2.30.3indirecta
PyPIgoogle-auth2.53.0indirecta
PyPIgoogle-cloud-aiplatform1.148.1indirecta
PyPIgoogle-cloud-aiplatform1.154.0indirecta
PyPIgoogle-cloud-bigquery3.41.0indirecta
PyPIgoogle-cloud-core2.6.0indirecta
PyPIgoogle-cloud-resource-manager1.17.0indirecta
PyPIgoogle-cloud-storage3.10.1indirecta
PyPIgoogle-cloud-storage3.4.1indirecta
PyPIgoogle-crc32c1.8.0indirecta
PyPIgoogle-genai1.75.0indirecta
PyPIgoogle-resumable-media2.9.0indirecta
PyPIgoogleapis-common-protos1.75.0indirecta
PyPIgreenlet3.5.1indirecta
PyPIgriffelib2.0.2indirecta
PyPIgrpc-google-iam-v10.14.4indirecta
PyPIgrpcio1.80.0indirecta
PyPIgrpcio-status1.71.2indirecta
PyPIh110.16.0indirecta
PyPIhf-xet1.5.0indirecta
PyPIhttpcore1.0.9indirecta
PyPIhttpx0.28.1indirecta
PyPIhttpx-sse0.4.3indirecta
PyPIhuggingface-hub0.36.2indirecta
PyPIidentify2.6.19indirecta
PyPIidna3.16indirecta
PyPIimagesize2.0.0indirecta
PyPIimportlib-metadata8.7.1indirecta
PyPIiniconfig2.3.0indirecta
PyPIinvoke2.2.1indirecta
PyPIipykernel7.2.0indirecta
PyPIipython8.39.0indirecta
PyPIipython9.13.0indirecta
PyPIipython-pygments-lexers1.1.1indirecta
PyPIisort5.13.2indirecta
PyPIjaraco-classes3.4.0indirecta
PyPIjaraco-context6.1.2indirecta
PyPIjaraco-functools4.5.0indirecta
PyPIjedi0.20.0indirecta
PyPIjeepney0.9.0indirecta
PyPIjinja23.1.6indirecta
PyPIjiter0.15.0indirecta
PyPIjmespath1.1.0indirecta
PyPIjoblib1.5.3indirecta
PyPIjoserfc1.6.8indirecta
PyPIjsonpatch1.33indirecta
PyPIjsonpointer3.1.1indirecta
PyPIjsonref1.1.0indirecta
PyPIjsonschema4.26.0indirecta
PyPIjsonschema-path0.5.0indirecta
PyPIjsonschema-specifications2025.9.1indirecta
PyPIjupyter-cache1.0.1indirecta
PyPIjupyter-client8.8.0indirecta
PyPIjupyter-core5.9.1indirecta
PyPIjupyterlab-pygments0.3.0indirecta
PyPIkeyring25.7.0indirecta
PyPIlangcache0.12.0indirecta
PyPIlangchain-core1.4.0indirecta
PyPIlangchain-protocol0.0.15indirecta
PyPIlangchain-text-splitters1.1.2indirecta
PyPIlangsmith0.8.5indirecta
PyPIlibrt0.11.0indirecta
PyPImarkdown-it-py3.0.0indirecta
PyPImarkupsafe3.0.3indirecta
PyPImatplotlib-inline0.2.2indirecta
PyPImccabe0.7.0indirecta
PyPImcp1.27.1indirecta
PyPImdit-py-plugins0.6.1indirecta
PyPImdurl0.1.2indirecta
PyPImistralai1.12.4indirecta
PyPImistune3.2.1indirecta
PyPImore-itertools11.1.0indirecta
PyPImpmath1.3.0indirecta
PyPImultidict6.7.1indirecta
PyPImypy1.20.2indirecta
PyPImypy-extensions1.1.0indirecta
PyPImyst-nb1.4.0indirecta
PyPImyst-parser4.0.1indirecta
PyPInbclient0.10.4indirecta
PyPInbconvert7.17.1indirecta
PyPInbformat5.10.4indirecta
PyPInbsphinx0.9.8indirecta
PyPInbval0.11.0indirecta
PyPInest-asyncio1.6.0indirecta
PyPInetworkx3.4.2indirecta
PyPInetworkx3.6.1indirecta
PyPInodeenv1.10.0indirecta
PyPInvidia-cublas13.1.1.3indirecta
PyPInvidia-cuda-cupti13.0.85indirecta
PyPInvidia-cuda-nvrtc13.0.88indirecta
PyPInvidia-cuda-runtime13.0.96indirecta
PyPInvidia-cudnn-cu139.20.0.48indirecta
PyPInvidia-cufft12.0.0.61indirecta
PyPInvidia-cufile1.15.1.6indirecta
PyPInvidia-curand10.4.0.35indirecta
PyPInvidia-cusolver12.0.4.66indirecta
PyPInvidia-cusparse12.6.3.3indirecta
PyPInvidia-cusparselt-cu130.8.1indirecta
PyPInvidia-nccl-cu132.29.7indirecta
PyPInvidia-nvjitlink13.0.88indirecta
PyPInvidia-nvshmem-cu133.4.5indirecta
PyPInvidia-nvtx13.0.85indirecta
PyPIollama0.6.2indirecta
PyPIopenai2.38.0indirecta
PyPIopenapi-pydantic0.5.1indirecta
PyPIopentelemetry-api1.42.1indirecta
PyPIopentelemetry-exporter-otlp-proto-common1.42.1indirecta
PyPIopentelemetry-exporter-otlp-proto-http1.42.1indirecta
PyPIopentelemetry-proto1.42.1indirecta
PyPIopentelemetry-sdk1.42.1indirecta
PyPIopentelemetry-semantic-conventions0.63b1indirecta
PyPIorjson3.11.9indirecta
PyPIpackaging26.2indirecta
PyPIpandocfilters1.5.1indirecta
PyPIparso0.8.7indirecta
PyPIpathable0.6.0indirecta
PyPIpathspec1.1.1indirecta
PyPIpexpect4.9.0indirecta
PyPIpillow12.2.0indirecta
PyPIplatformdirs4.9.6indirecta
PyPIpluggy1.6.0indirecta
PyPIpre-commit4.6.0indirecta
PyPIprompt-toolkit3.0.52indirecta
PyPIpropcache0.5.2indirecta
PyPIproto-plus1.28.0indirecta
PyPIprotobuf5.29.6indirecta
PyPIpsutil7.2.2indirecta
PyPIptyprocess0.7.0indirecta
PyPIpure-eval0.2.3indirecta
PyPIpy-key-value-aio0.4.5indirecta
PyPIpyasn10.6.3indirecta
PyPIpyasn1-modules0.4.2indirecta
PyPIpycparser3.0indirecta
PyPIpydantic-core2.46.4indirecta
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Avisos de dependencias 0

Instalar pypi:redisvl@0.23.0 arrastra 12 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.

Ningún aviso conocido afecta a las dependencias evaluadas.

Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.

Informe JSON sin procesar legible por máquina
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                "key": "openssf_scorecard_signed_releases",
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            "key": "abandonment",
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              {
                "key": "watchers",
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                  {
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            "value": 100,
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                "key": "registry_dependents",
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                "key": "openssf_scorecard_contributors",
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            "note": null,
            "notes": [],
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            "inputs": {
              "merged_prs": 411,
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                "key": "issue_resolution",
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                      "share": 79
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                "key": "pr_acceptance",
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                "key": "openssf_scorecard_code_review",
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              "followers": 2839,
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              },
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                "key": "owner_reach",
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                "key": "not_deprecated",
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                "max_points": 20
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        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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                "key": "ci_workflows",
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              {
                "key": "linter_config",
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                "key": "pre_commit_hooks",
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              {
                "key": "editorconfig",
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        ],
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            "value": 51,
            "inputs": {
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              },
              {
                "key": "dependency_update_tool",
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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              },
              {
                "key": "license",
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              },
              {
                "key": "maintained",
                "name": "Maintained",
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                "max_points": 7.5
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              {
                "key": "packaging",
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                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
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              },
              {
                "key": "sast",
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                "status": "partial",
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              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
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              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "65 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:redisvl@0.23.0 runtime dependency closure — what installing the published package pulls in — 12 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:redisvl@0.23.0",
                  "assessed": 12
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 12,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "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": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "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": 12,
              "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": "moderate",
        "name": "AI Readiness",
        "value": 66,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                ".cursor/rules/redisvl.mdc",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 4497
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".cursor/rules/redisvl.mdc, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".cursor/rules/redisvl.mdc, CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "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": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, docs/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": ".pylintrc",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".pylintrc"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "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": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 90106,
              "source_files_sampled": 241,
              "oversized_source_files": 4
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "4/241 source files over 60KB",
                "points": 54.1,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 241,
                      "oversized": 4
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "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": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, 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": [],
  "report_type": "repository",
  "generated_at": "2026-07-21T01:31:01.535230Z",
  "schema_version": "0.16.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/redis/redis-vl-python.svg",
  "full_name": "redis/redis-vl-python",
  "license_state": "standard",
  "license_spdx": "MIT"
}

Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.16.0 — metodología completa · wiki de métricas.

Cómo se sitúa un resultado dentro del registro general: estadísticas agregadasPyPI.