Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-23 14:30 UTC

epam / ai-dial-sdk

Framework to create applications and model adapters for AI DIAL

PythonApache-2.0★ 202 estrellas⑂ 18 forksdesde sept 2023Ver en GitHub ↗

epam/ai-dial-sdk tiene un índice de salud de 79 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Engineering Quality (92/100) y la más baja, AI Readiness (63/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

79
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.

79
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

EPAM SystemsOrganización
1185 seguidores539 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 publicación
PyPIaidial-sdk0.38.09774117hace 5 días

Métricas por categoría

Vitalidad

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

91Excelente · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
28.4/36Cadencia de commits — 41/52 semanas con commits
18/18Volumen de commits — 137 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year137
human_commit_share0,42
days_since_last_push0
active_weeks_last_year41
Cómo se puntúa
27/27Publica versiones — 48 versiones publicadas
36/36Recencia de las versiones — última versión hace 5 días
27/27Cadencia de publicación — una versión cada ~24,4 días
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Datos de entrada utilizados
releases_count48
latest_release_tag0.38.0
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases24,4

Comunidad y Adopción

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

65Moderado · 18% del índice global
Cómo se puntúa
37.4/60Estrellas — 202 estrellas
10.3/25Forks — 18 forks
6.7/15Observadores — 17 observadores
Datos de entrada utilizados
forks18
stars202
watchers17
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
18/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conductno
has_pull_request_template
Cómo se puntúa
53.2/80Descargas mensuales — 9774 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesaidial-sdk
dependents
ecosystemspypi
total_downloads
monthly_downloads9774
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?

72Bueno · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
8.3/22.5Distribución de commits — el principal contribuyente firma el 63% de los commits
13.5/13.5Amplitud de contribuyentes — 15 contribuyentes
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Datos de entrada utilizados
bus_factor1
contributors_sampled15
top_contributor_share0,629
Cómo se puntúa
42.3/46.8Resolución de issues — 90% de issues cerradas
33.7/38.3Aceptación de PR — 304/345 PR decididos fusionados
12/15OpenSSF Scorecard: Code-Review — Found 7/8 approved changesets -- score normalized to 8
Datos de entrada utilizados
merged_prs304
open_issues7
closed_issues67
issue_closed_ratio0,905
closed_unmerged_prs41
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
22.1/25Alcance del propietario — 1185 seguidores de epam
25/25Trayectoria — 539 repos públicos, cuenta de ~14 años
Datos de entrada utilizados
followers1185
owner_typeOrganization
is_verified
owner_loginepam
public_repos539
account_age_days5228
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 5 días
20/20Historial de versiones — 117 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesaidial-sdk
ecosystemspypi
any_deprecatedno
min_days_since_publish5

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

92Excelente · 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
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
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://dialx.ai
10/10Descripción del repositorio
10/10Topics — 2 topics
0/10Wiki
Datos de entrada utilizados
topicsai-dial, llm
has_wikino
homepagehttps://dialx.ai
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?

74Bueno · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6/7.5Code-Review — Found 7/8 approved changesets -- score normalized to 8
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — sin datos
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6,8
Excluidos de la puntuación (sin datos o no aplicable): packaging. Los pesos restantes se han renormalizado.
Cómo se puntúa
35/35Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
0/25Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance
0/40Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
sourceosv
advisories3
affected_packages2
assessed_packages104
unassessed_packages2
affected_by_severitycritical 1, high 1
direct_affected_packages0
Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos, Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejaron 104 dependencias resueltas con OSV. 2 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido o fuera de la lista de paquetes informada. Este repositorio no publica ningún paquete que el índice resuelva, por lo que se evaluó en su lugar el grafo de dependencias del repositorio. Ese grafo mezcla fijaciones de desarrollo y prueba con las dependencias distribuidas, de modo que solo se puntúan las dependencias declaradas en tiempo de ejecución; los hallazgos transitivos se informan como contexto y quedan excluidos de la puntuación. 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.

63Moderado · 0% del índice global
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 38 de 42 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,905
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
18/18Arranque con un solo comando — Makefile, noxfile.py
22/22Pruebas automatizadas
11/11Configuración de lint / formato
11/11Verificación estática de tipos — aidial_sdk/py.typed
10/10Entorno reproducible — Dockerfile, lockfile
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100
8/8Mantenimiento automatizado — 58 de los últimos 100 commits son actualizaciones automáticas de dependencias
1/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
Datos de entrada utilizados
has_nixno
has_tests
lockfilespoetry.lock
has_dockerfile
typed_languageno
bootstrap_filesMakefile, noxfile.py
has_devcontainerno
has_linter_config
typecheck_configsaidial_sdk/py.typed
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0,58
Cómo se puntúa
27/45Código verificable por tipos — Python con configuración de verificación de tipos (aidial_sdk/py.typed)
55/55Tamaños de archivo manejables — 0/137 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes22.471
source_files_sampled137
oversized_source_files0
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signalno
api_schema_files

Datos clave

202estrellas de GitHub
15contribuidores
137commits en los últimos 12 meses
0días desde el último push
48versiones publicadas
1factor bus
7issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:aidial-sdk@0.38.0; advisories assessed against the repository dependency graph instead

Más detalle

Historial de estrellas y forks 0 ★ / 18 ⇿
0Estrellas
18Forks
47Versiones

Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.

0481216201822023-092025-012026-06
Mayor 0Menor 37Parche 10

Cada punto abarca 3 días.

OpenSSF Scorecard 6.8 / 10
6.8agregado

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 · 2026-07-23 14:30 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
8Code-ReviewFound 7/8 approved changesets -- score normalized to 8
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
n/dPackagingpackaging workflow not detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
8Vulnerabilities2 existing vulnerabilities detected
Dependencias directas 4
RegistroPaqueteRestricción de versiónManifiesto
PyPIfastapi(>=0.51,<1.0)pyproject.toml
PyPIuvicorn(>=0.19,<1.0)pyproject.toml
PyPIpydantic(>=1.10.17,<3)pyproject.toml
PyPIwrapt(>=1.10,<2)pyproject.toml
Todas las dependencias 106

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 7 paquetes directos y 99 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPIfastapi0.135.1directa
PyPIpydanticdirecta
PyPIpydantic2.8.0directa
PyPIuvicorn0.23.2directa
PyPIuvicorn0.30.1directa
PyPIuvicorn0.44.0directa
PyPIwrapt1.15.0directa
PyPIaidial-sdkindirecta
PyPIaidial-sdk0.34.0indirecta
PyPIaiohappyeyeballs2.6.1indirecta
PyPIaiohttp3.14.1indirecta
PyPIaiointercept0.1.7indirecta
PyPIaiosignal1.4.0indirecta
PyPIannotated-doc0.0.3indirecta
PyPIannotated-types0.5.0indirecta
PyPIanyio4.14.2indirecta
PyPIargcomplete3.1.2indirecta
PyPIasgiref3.7.2indirecta
PyPIasync-timeout4.0.3indirecta
PyPIattrs23.1.0indirecta
PyPIbackports-asyncio-runner1.2.0indirecta
PyPIbeautifulsoup44.14.3indirecta
PyPIcertifi2024.7.4indirecta
PyPIcfgv3.5.0indirecta
PyPIcharset-normalizer3.2.0indirecta
PyPIchromadb1.5.8indirecta
PyPIclick8.1.7indirecta
PyPIcolorama0.4.6indirecta
PyPIcolorlog6.7.0indirecta
PyPIdistlib0.3.7indirecta
PyPIdistro1.9.0indirecta
PyPIexceptiongroup1.1.3indirecta
PyPIfilelock3.20.3indirecta
PyPIfrozenlist1.5.0indirecta
PyPIgoogleapis-common-protos1.72.0indirecta
PyPIgrpcio1.68.0indirecta
PyPIh110.16.0indirecta
PyPIhttpcore1.0.9indirecta
PyPIhttpcore22.7.0indirecta
PyPIhttpx0.25.2indirecta
PyPIhttpx0.28.1indirecta
PyPIhttpx22.7.0indirecta
PyPIidentify2.6.16indirecta
PyPIidna3.18indirecta
PyPIimportlib-metadata6.8.0indirecta
PyPIiniconfig2.0.0indirecta
PyPIjiter0.16.0indirecta
PyPIlangchain1.3.9indirecta
PyPIlangchain-community0.4.1indirecta
PyPIlangchain-openai1.1.14indirecta
PyPIlangchain-text-splitters1.1.2indirecta
PyPImultidict6.0.5indirecta
PyPInodeenv1.8.0indirecta
PyPInox2023.4.22indirecta
PyPIopenai2.32.0indirecta
PyPIopenai2.46.0indirecta
PyPIopentelemetry-api1.39.1indirecta
PyPIopentelemetry-exporter-otlp-proto-common1.39.1indirecta
PyPIopentelemetry-exporter-otlp-proto-grpc1.39.1indirecta
PyPIopentelemetry-exporter-prometheus0.60b1indirecta
PyPIopentelemetry-instrumentation0.60b1indirecta
PyPIopentelemetry-instrumentation-aiohttp-client0.60b1indirecta
PyPIopentelemetry-instrumentation-asgi0.60b1indirecta
PyPIopentelemetry-instrumentation-fastapi0.60b1indirecta
PyPIopentelemetry-instrumentation-httpx0.60b1indirecta
PyPIopentelemetry-instrumentation-logging0.60b1indirecta
PyPIopentelemetry-instrumentation-requests0.60b1indirecta
PyPIopentelemetry-instrumentation-system-metrics0.60b1indirecta
PyPIopentelemetry-instrumentation-urllib0.60b1indirecta
PyPIopentelemetry-proto1.39.1indirecta
PyPIopentelemetry-sdk1.39.1indirecta
PyPIopentelemetry-semantic-conventions0.60b1indirecta
PyPIopentelemetry-util-http0.60b1indirecta
PyPIpackaging23.1indirecta
PyPIpillow12.3.0indirecta
PyPIplatformdirs3.10.0indirecta
PyPIpluggy1.5.0indirecta
PyPIpre-commit4.5.1indirecta
PyPIprometheus-client0.17.1indirecta
PyPIpropcache0.5.2indirecta
PyPIprotobuf6.33.5indirecta
PyPIpsutil5.9.5indirecta
PyPIpydantic-core2.20.0indirecta
PyPIpygments2.20.0indirecta
PyPIpypdf6.13.3indirecta
PyPIpyright1.1.385indirecta
PyPIpytest9.0.3indirecta
PyPIpytest-asyncio1.3.0indirecta
PyPIpyyaml6.0.1indirecta
PyPIrequests2.33.0indirecta
PyPIresponses0.25.3indirecta
PyPIrespx0.21.1indirecta
PyPIruff0.12.11indirecta
PyPIsetuptools83.0.0indirecta
PyPIsniffio1.3.0indirecta
PyPIstarlette1.3.1indirecta
PyPItiktoken0.12.0indirecta
PyPItomli2.0.1indirecta
PyPItqdm4.69.0indirecta
PyPItruststore0.10.4indirecta
PyPItyping-extensions4.15.0indirecta
PyPItyping-inspection0.4.2indirecta
PyPIurllib32.7.0indirecta
PyPIvirtualenv20.36.1indirecta
PyPIyarl1.24.2indirecta
PyPIzipp3.19.1indirecta
Avisos de dependencias 2

Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 104 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 2 tienen avisos conocidos, de los cuales 0 son directas. 2 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido, o fuera de la lista de paquetes informada.

PaqueteVersiónRelaciónGravedadAvisosCorregido en
chromadb1.5.8indirectacrítica2
click8.1.7indirectaalta18.3.3

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
{
  "data": {
    "repo": {
      "topics": [
        "ai-dial",
        "llm"
      ],
      "is_fork": false,
      "size_kb": 1480,
      "has_wiki": false,
      "homepage": "https://dialx.ai",
      "languages": {
        "Python": 341171,
        "Makefile": 1467
      },
      "pushed_at": "2026-07-23T14:22:10Z",
      "created_at": "2023-09-18T16:29:39Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-23T14:07:49Z",
      "description": "Framework to create applications and model adapters for AI DIAL",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "development",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "www.epam.com",
      "name": "EPAM Systems",
      "type": "Organization",
      "login": "epam",
      "company": null,
      "location": "41 University Drive, Newtown (PA), 18940 USA",
      "followers": 1185,
      "avatar_url": "https://avatars.githubusercontent.com/u/1589802?v=4",
      "created_at": "2012-03-30T08:27:19Z",
      "is_verified": null,
      "public_repos": 539,
      "account_age_days": 5228
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "0.38.0",
          "kind": "minor",
          "published_at": "2026-07-17T14:59:11Z"
        },
        {
          "tag": "0.37.0",
          "kind": "minor",
          "published_at": "2026-05-21T09:32:19Z"
        },
        {
          "tag": "0.36.0",
          "kind": "minor",
          "published_at": "2026-04-24T11:51:51Z"
        },
        {
          "tag": "0.35.0",
          "kind": "minor",
          "published_at": "2026-04-17T11:11:09Z"
        },
        {
          "tag": "0.34.0",
          "kind": "minor",
          "published_at": "2026-04-01T16:37:56Z"
        },
        {
          "tag": "0.33.1",
          "kind": "patch",
          "published_at": "2026-03-17T14:40:31Z"
        },
        {
          "tag": "0.33.0",
          "kind": "minor",
          "published_at": "2026-03-16T17:35:49Z"
        },
        {
          "tag": "0.32.0",
          "kind": "minor",
          "published_at": "2026-01-28T16:48:02Z"
        },
        {
          "tag": "0.31.0",
          "kind": "minor",
          "published_at": "2026-01-06T13:08:47Z"
        },
        {
          "tag": "0.30.0",
          "kind": "minor",
          "published_at": "2025-12-09T14:16:27Z"
        },
        {
          "tag": "0.29.0",
          "kind": "minor",
          "published_at": "2025-11-26T09:55:20Z"
        },
        {
          "tag": "0.28.0",
          "kind": "minor",
          "published_at": "2025-11-17T16:12:02Z"
        },
        {
          "tag": "0.27.0",
          "kind": "minor",
          "published_at": "2025-10-22T14:48:43Z"
        },
        {
          "tag": "0.26.0",
          "kind": "minor",
          "published_at": "2025-10-09T10:27:23Z"
        },
        {
          "tag": "0.25.1",
          "kind": "patch",
          "published_at": "2025-09-17T16:17:24Z"
        },
        {
          "tag": "0.25.0",
          "kind": "minor",
          "published_at": "2025-09-17T09:12:49Z"
        },
        {
          "tag": "0.24.0",
          "kind": "minor",
          "published_at": "2025-09-04T09:49:52Z"
        },
        {
          "tag": "0.23.0",
          "kind": "minor",
          "published_at": "2025-09-04T09:27:32Z"
        },
        {
          "tag": "0.22.1",
          "kind": "patch",
          "published_at": "2025-06-09T16:40:51Z"
        },
        {
          "tag": "0.22.0",
          "kind": "minor",
          "published_at": "2025-06-09T15:20:36Z"
        },
        {
          "tag": "0.21.0",
          "kind": "minor",
          "published_at": "2025-04-10T15:33:30Z"
        },
        {
          "tag": "0.20.0",
          "kind": "minor",
          "published_at": "2025-03-20T10:09:52Z"
        },
        {
          "tag": "0.19.0",
          "kind": "minor",
          "published_at": "2025-02-26T16:01:17Z"
        },
        {
          "tag": "0.18.0",
          "kind": "minor",
          "published_at": "2025-02-06T14:16:19Z"
        },
        {
          "tag": "0.17.0",
          "kind": "minor",
          "published_at": "2025-01-10T10:25:26Z"
        },
        {
          "tag": "0.16.0",
          "kind": "minor",
          "published_at": "2024-11-28T16:39:03Z"
        },
        {
          "tag": "0.15.0",
          "kind": "minor",
          "published_at": "2024-11-18T10:15:07Z"
        },
        {
          "tag": "0.14.0",
          "kind": "minor",
          "published_at": "2024-10-10T12:48:48Z"
        },
        {
          "tag": "0.13.0",
          "kind": "minor",
          "published_at": "2024-09-03T15:30:42Z"
        },
        {
          "tag": "0.12.0",
          "kind": "minor",
          "published_at": "2024-09-02T21:37:56Z"
        },
        {
          "tag": "0.11.0",
          "kind": "minor",
          "published_at": "2024-08-30T13:42:18Z"
        },
        {
          "tag": "0.10.1",
          "kind": "patch",
          "published_at": "2024-08-06T10:20:27Z"
        },
        {
          "tag": "0.10.0",
          "kind": "minor",
          "published_at": "2024-07-24T13:43:00Z"
        },
        {
          "tag": "0.9.0",
          "kind": "minor",
          "published_at": "2024-07-12T09:13:32Z"
        },
        {
          "tag": "0.8.0",
          "kind": "minor",
          "published_at": "2024-04-08T16:46:16Z"
        },
        {
          "tag": "0.7.0",
          "kind": "minor",
          "published_at": "2024-02-22T16:13:56Z"
        },
        {
          "tag": "0.6.3",
          "kind": "patch",
          "published_at": "2024-02-13T17:36:57Z"
        },
        {
          "tag": "0.6.2",
          "kind": "patch",
          "published_at": "2024-02-13T12:06:51Z"
        },
        {
          "tag": "0.6.1",
          "kind": "patch",
          "published_at": "2024-01-16T14:48:12Z"
        },
        {
          "tag": "0.6.0",
          "kind": "minor",
          "published_at": "2024-01-11T12:19:15Z"
        },
        {
          "tag": "0.5.1",
          "kind": "patch",
          "published_at": "2024-01-10T14:45:15Z"
        },
        {
          "tag": "0.5.0",
          "kind": "minor",
          "published_at": "2023-12-20T14:07:16Z"
        },
        {
          "tag": "0.4.0",
          "kind": "minor",
          "published_at": "2023-12-15T10:26:30Z"
        },
        {
          "tag": "0.3.0",
          "kind": "minor",
          "published_at": "2023-11-22T23:55:21Z"
        },
        {
          "tag": "0.2.0",
          "kind": "minor",
          "published_at": "2023-10-27T17:35:41Z"
        },
        {
          "tag": "0.1.2",
          "kind": "patch",
          "published_at": "2023-10-25T15:45:39Z"
        },
        {
          "tag": "0.1.1",
          "kind": "patch",
          "published_at": "2023-10-17T16:11:56Z"
        },
        {
          "tag": "0.1.0",
          "kind": "minor",
          "published_at": "2023-09-21T21:16:11Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "199225e91ef055057a94f4cb0b70d8ef459e9f23",
          "body": null,
          "is_bot": false,
          "headline": "feat: export logs to console as JSON via OTEL_LOGS_EXPORTER (#419)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-07-23T14:06:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf082c26354d6b3d1adea0318828bb6493e793a2",
          "body": "* chore: bump setuptools from 78.1.1 to 83.0.0\n\nBumps [setuptools](https://github.com/pypa/setuptools) from 78.1.1 to 83.0.0.\n- [Release notes](https://github.com/pypa/setuptools/releases)\n- [Changelog](https://github.com/pypa/setuptools/blob/main/NEWS.rst)\n- [Commits](https://github.com/pypa/setupt\n[…]\n--------\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Anton Dubovik <anton_dubovik@epam.com>",
          "is_bot": true,
          "headline": "chore: bump setuptools from 78.1.1 to 83.0.0 (#420)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-22T14:00:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6f85a33d96b09945c823ddfcc566edd5527b174b",
          "body": "Bumps [pillow](https://github.com/python-pillow/Pillow) from 12.2.0 to 12.3.0.\n- [Release notes](https://github.com/python-pillow/Pillow/releases)\n- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst)\n- [Commits](https://github.com/python-pillow/Pillow/compare/12.2.0...12.3.0)\n[…]\ntion\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Anton Dubovik <anton_dubovik@epam.com>",
          "is_bot": true,
          "headline": "chore: bump pillow from 12.2.0 to 12.3.0 in /examples/image_size (#417)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-22T10:38:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2743fda6324974c15166ddab290ace2099d82d11",
          "body": "Bumps [pillow](https://github.com/python-pillow/Pillow) from 12.2.0 to 12.3.0.\n- [Release notes](https://github.com/python-pillow/Pillow/releases)\n- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst)\n- [Commits](https://github.com/python-pillow/Pillow/compare/12.2.0...12.3.0)\n[…]\ndency-version: 12.3.0\n  dependency-type: direct:development\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: bump pillow from 12.2.0 to 12.3.0 (#418)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-21T17:41:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "20c26eca77c7b9e8b13a5cc37a1016aae5b6a285",
          "body": null,
          "is_bot": false,
          "headline": "feat: support structured logs (#416)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-07-17T14:41:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69d94474cc1454ba34dde228bdca5db5973c1ef6",
          "body": null,
          "is_bot": false,
          "headline": "chore: add httpx2 dependency for tests (#415)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-07-16T12:06:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "07c6b929c60297d78df8c5f3c5081c99f39f0263",
          "body": "Bumps the ai-dial-ci group with 3 updates: [epam/ai-dial-ci/.github/workflows/pr-title-check.yml](https://github.com/epam/ai-dial-ci), [epam/ai-dial-ci/.github/workflows/python_package_pr.yml](https://github.com/epam/ai-dial-ci) and [epam/ai-dial-ci/.github/workflows/python_package_release.yml](http\n[…]\n version-update:semver-patch\n  dependency-group: ai-dial-ci\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: bump the ai-dial-ci group with 3 updates (#414)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-15T09:38:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1258bfeb75f1254cd49c717852a11d9a1b47471e",
          "body": "Bumps the ai-dial-ci group with 3 updates: [epam/ai-dial-ci/.github/workflows/pr-title-check.yml](https://github.com/epam/ai-dial-ci), [epam/ai-dial-ci/.github/workflows/python_package_pr.yml](https://github.com/epam/ai-dial-ci) and [epam/ai-dial-ci/.github/workflows/python_package_release.yml](http\n[…]\n version-update:semver-minor\n  dependency-group: ai-dial-ci\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: bump the ai-dial-ci group with 3 updates (#412)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-01T09:50:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "15b876966f453391f2fc0697e857f1ed8ed10bd7",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump aiohttp from 3.13.5 to 3.14.1 (#402)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-22T16:09:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f5b46239d5be43b3ca092bde5d53b577c06bfe5e",
          "body": null,
          "is_bot": false,
          "headline": "feat: migrated from aioresponses to aiointercept (#411)",
          "author_name": "Alex Chernyshov",
          "author_login": "AlexFoxalt",
          "committed_at": "2026-06-22T13:18:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35efb76ff9295131e24015ad10a88b586e0079db",
          "body": "…405)",
          "is_bot": true,
          "headline": "chore: bump aiohttp from 3.14.0 to 3.14.1 in /examples/render_text (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-19T11:52:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cfe2a3b453514901c713fe0c0ece8b3727dd4824",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump aiohttp from 3.14.0 to 3.14.1 in /examples/image_size (#404)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-19T11:17:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b3b0429f8bd24dd83f5a4df01e028c805b5f74f",
          "body": "…409)\n\nBumps [pypdf](https://github.com/py-pdf/pypdf) from 6.13.0 to 6.13.3.\n- [Release notes](https://github.com/py-pdf/pypdf/releases)\n- [Changelog](https://github.com/py-pdf/pypdf/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/py-pdf/pypdf/compare/6.13.0...6.13.3)\n\n---\nupdated-dependencie\n[…]\ntion\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Alex Chernyshov <alexfoxalt@gmail.com>",
          "is_bot": true,
          "headline": "chore: bump pypdf from 6.13.0 to 6.13.3 in /examples/langchain_rag (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-19T08:21:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5ab654f66db2dc0d92d46f8f9c751c814a752e4a",
          "body": "… (#408)",
          "is_bot": true,
          "headline": "chore: bump langchain from 1.2.15 to 1.3.9 in /examples/langchain_rag…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-19T06:45:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3cadb725819c141f4b0a785e0548b8a12d63ed6c",
          "body": "…407)",
          "is_bot": true,
          "headline": "chore: bump pypdf from 6.10.2 to 6.13.0 in /examples/langchain_rag (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-18T10:20:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16a04a5b5b60892aacc4f5d9ef2d5e779f1fdf9f",
          "body": "Bumps the ai-dial-ci group with 3 updates: [epam/ai-dial-ci/.github/workflows/pr-title-check.yml](https://github.com/epam/ai-dial-ci), [epam/ai-dial-ci/.github/workflows/python_package_pr.yml](https://github.com/epam/ai-dial-ci) and [epam/ai-dial-ci/.github/workflows/python_package_release.yml](http\n[…]\nl-ci\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Alex Chernyshov <alexfoxalt@gmail.com>",
          "is_bot": true,
          "headline": "chore: bump the ai-dial-ci group with 3 updates (#403)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-18T09:05:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0954248748356a0082831a4868133e4197604d4b",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump starlette from 1.0.1 to 1.3.1 (#406)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-18T07:07:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c638ac909c5c7e79f4bccae65c6d71639c9ac37",
          "body": "Bumps the ai-dial-ci group with 3 updates: [epam/ai-dial-ci/.github/workflows/pr-title-check.yml](https://github.com/epam/ai-dial-ci), [epam/ai-dial-ci/.github/workflows/python_package_pr.yml](https://github.com/epam/ai-dial-ci) and [epam/ai-dial-ci/.github/workflows/python_package_release.yml](http\n[…]\n version-update:semver-patch\n  dependency-group: ai-dial-ci\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: bump the ai-dial-ci group with 3 updates (#399)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-10T09:38:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0472753a2e82cad8f07d914781d3bdf9a6575217",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump starlette from 0.49.1 to 1.0.1 (#398)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-05T12:03:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1969a8084e58cc781e0419df3cd3aa4e40f679e1",
          "body": "…395)",
          "is_bot": true,
          "headline": "chore: bump aiohttp from 3.13.4 to 3.14.0 in /examples/render_text (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-05T11:41:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2ce2309039ecd3a5fad1025ec3e168613d916958",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump aiohttp from 3.13.4 to 3.14.0 in /examples/image_size (#394)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-05T09:53:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0aab3ebf150bf7c58c342a9414d359cccdbfe60e",
          "body": "Bumps the ai-dial-ci group with 3 updates: [epam/ai-dial-ci/.github/workflows/pr-title-check.yml](https://github.com/epam/ai-dial-ci), [epam/ai-dial-ci/.github/workflows/python_package_pr.yml](https://github.com/epam/ai-dial-ci) and [epam/ai-dial-ci/.github/workflows/python_package_release.yml](http\n[…]\n version-update:semver-minor\n  dependency-group: ai-dial-ci\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: bump the ai-dial-ci group with 3 updates (#397)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-04T02:01:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9e9954cd68a5415d76c08ce58bc6ad981d6ed691",
          "body": "Bumps the ai-dial-ci group with 3 updates: [epam/ai-dial-ci/.github/workflows/pr-title-check.yml](https://github.com/epam/ai-dial-ci), [epam/ai-dial-ci/.github/workflows/python_package_pr.yml](https://github.com/epam/ai-dial-ci) and [epam/ai-dial-ci/.github/workflows/python_package_release.yml](http\n[…]\n version-update:semver-minor\n  dependency-group: ai-dial-ci\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: bump the ai-dial-ci group with 3 updates (#393)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-27T11:36:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3775cb503b07dfbe0236d5000fd4b63325a5f19e",
          "body": null,
          "is_bot": false,
          "headline": "chore: configure pre-push hooks by default (#392)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-05-22T07:08:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4fc0a850a69c2b1895cefdb0555b8294c06ba5a8",
          "body": null,
          "is_bot": false,
          "headline": "feat: support DIAL API for caching (#274)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-05-21T09:10:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7627254b3b263d21498d0bac0e569f3b08cb3ef",
          "body": "Bumps the ai-dial-ci group with 3 updates: [epam/ai-dial-ci/.github/workflows/pr-title-check.yml](https://github.com/epam/ai-dial-ci), [epam/ai-dial-ci/.github/workflows/python_package_pr.yml](https://github.com/epam/ai-dial-ci) and [epam/ai-dial-ci/.github/workflows/python_package_release.yml](http\n[…]\n version-update:semver-minor\n  dependency-group: ai-dial-ci\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: bump the ai-dial-ci group with 3 updates (#391)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-20T14:53:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "24eebe2116f2a178dd2e8229f4cd5be724efd90b",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump idna from 3.7 to 3.15 (#390)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-20T13:10:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fbc7085fc145cc1245fd184abff3c8f9529e576d",
          "body": null,
          "is_bot": false,
          "headline": "chore: add idna to ORT license exception rule",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-05-20T10:41:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33149133b830a5ec476c33b03ccbf15e9e01f0e6",
          "body": null,
          "is_bot": false,
          "headline": "feat: add environment variable enabling SSE heartbeats (#388)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-05-18T12:07:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ee5d59aed9c00210997985b7f227bf6dde0a710",
          "body": "Bumps the ai-dial-ci group with 3 updates: [epam/ai-dial-ci/.github/workflows/pr-title-check.yml](https://github.com/epam/ai-dial-ci), [epam/ai-dial-ci/.github/workflows/python_package_pr.yml](https://github.com/epam/ai-dial-ci) and [epam/ai-dial-ci/.github/workflows/python_package_release.yml](http\n[…]\nl-ci\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Anton Dubovik <anton_dubovik@epam.com>",
          "is_bot": true,
          "headline": "chore: bump the ai-dial-ci group with 3 updates (#386)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-13T14:42:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "87ca3f39def04ce72045779143b2f2d9986abe28",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump urllib3 from 2.6.3 to 2.7.0 (#385)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-13T13:17:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "38c84cf3d95f933d5e298a0a2e52a3718e97e56f",
          "body": null,
          "is_bot": false,
          "headline": "chore: fix .ort",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-05-13T11:03:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a065d25c55b7cd97cbac556216acf9e5f37b2639",
          "body": null,
          "is_bot": false,
          "headline": "fix!: deprecate addons (#384)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-04-24T11:10:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cfdba61cdbef8864b80f2fbe936f91b74604c4b3",
          "body": null,
          "is_bot": false,
          "headline": "feat: add Chat Completion content parts for audio and files (#383)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-04-24T10:30:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d439646d2b313cfc71d5abcc2ac82e9b924ecd1",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump dependabot/fetch-metadata in the github-actions group (#381)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-23T09:42:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8efcfd1e2a7435fb99760d617316d0150ffe2d0e",
          "body": "* chore(ci): drop version in pyproject.toml file to dev marker (`0.0.0`)\n\n* chore(ci): align additional trivy configuration\n\n* chore(ci): bump epam/ai-dial-ci workflow version and add promote input",
          "is_bot": false,
          "headline": "chore(ci): add release candidate branching (#380)",
          "author_name": "nepalevov",
          "author_login": "nepalevov",
          "committed_at": "2026-04-20T16:11:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a90b8d65da05d6cfdc6da566b89e15ff0a15a18",
          "body": "…ain_rag (#378)",
          "is_bot": true,
          "headline": "chore: bump langchain-openai from 0.2.6 to 1.1.14 in /examples/langch…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-17T10:01:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3cfa677826e4316f4138fd6c5c87bba96cd73c6c",
          "body": "…377)",
          "is_bot": true,
          "headline": "chore: bump pypdf from 6.10.1 to 6.10.2 in /examples/langchain_rag (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-17T09:18:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f97963609c62bf92c4c21fe46692d39e2ebe2dd5",
          "body": null,
          "is_bot": false,
          "headline": "chore: support pydantic 2.13 (#376)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-04-17T08:56:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3da652887c5835c8e3904d02d6c6173ab7e08cf3",
          "body": "…(#374)",
          "is_bot": false,
          "headline": "feat: support top-level cache breakpoint in Chat Completions request …",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-04-16T13:31:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1506edf517574eed8d3f7410fcb56a412bd1b38f",
          "body": "…375)",
          "is_bot": true,
          "headline": "chore: bump pypdf from 6.10.0 to 6.10.1 in /examples/langchain_rag (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-16T09:28:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6be7da2c5aa3764f7c359977f387e1ad8d3cf859",
          "body": "….0 to 1.3.0 (#373)",
          "is_bot": false,
          "headline": "chore: dump pytest from 8.3.3 to 9.0.3; bump pytest-asyncio from 0.24…",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-04-15T14:13:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a91904319e41dee0196258f0d3b82afe0d28ea10",
          "body": "Bumps the ai-dial-ci group with 3 updates: [epam/ai-dial-ci/.github/workflows/pr-title-check.yml](https://github.com/epam/ai-dial-ci), [epam/ai-dial-ci/.github/workflows/python_package_pr.yml](https://github.com/epam/ai-dial-ci) and [epam/ai-dial-ci/.github/workflows/python_package_release.yml](http\n[…]\n version-update:semver-minor\n  dependency-group: ai-dial-ci\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: bump the ai-dial-ci group with 3 updates (#372)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-15T09:16:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7c751bb91af530b09be93b107c93e85f63018609",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump pillow from 12.1.1 to 12.2.0 (#371)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-04-14T14:27:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "107e7da881a5a8ef4fdc47b7660786eb325c7b79",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump pillow from 12.1.1 to 12.2.0 in /examples/image_size (#370)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-14T09:34:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "717bd07133e426ab71f6dfef4eb70e833037d8f4",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump pypdf from 6.9.2 to 6.10.0 in /examples/langchain_rag (#369)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-13T12:09:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1e8453189b4fec48dc4698bc086b199091c0c815",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump aiohttp from 3.13.3 to 3.13.4 (#368)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-02T15:51:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c675861c00520b56203472949115607f9157939",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump aiohttp from 3.13.3 to 3.13.4 in /examples/image_size (#367)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-02T15:24:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0aecaae869d04c8d1289b9af2eb13a5a79fe5c67",
          "body": null,
          "is_bot": false,
          "headline": "[skip ci] Update version",
          "author_name": "ai-dial-actions",
          "author_login": "ai-dial-actions",
          "committed_at": "2026-04-02T14:51:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af2d68f188753efb573968ebf1345e61f60dfda0",
          "body": "…366)",
          "is_bot": true,
          "headline": "chore: bump aiohttp from 3.13.3 to 3.13.4 in /examples/render_text (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-02T14:17:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f40c50a85131c85eeabc2b103a9f38b7c76d5a0",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump dependabot/fetch-metadata in the github-actions group (#365)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-01T15:21:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6c940326f9a3c266d44df13c5b4777270beceee",
          "body": null,
          "is_bot": false,
          "headline": "feat: support propagation of arbitrary headers to DIAL Core (#364)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-03-30T14:28:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2d48e64fa418121ff07cd3192b687281e786f290",
          "body": null,
          "is_bot": false,
          "headline": "feat: propagate `x-conversation-id` header to DIAL upstreams (#363)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-03-27T21:02:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d113bc1010bae42953302a116b355edd6702383",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump pypdf from 6.8.0 to 6.9.2 in /examples/langchain_rag (#360)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-27T14:02:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11b5263016eb9a9ad49bce03eb647fb1d1105067",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump requests from 2.32.4 to 2.33.0 (#362)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-27T13:51:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db9e579ebeb7ea6935031b598b2bc1aabd42e17a",
          "body": null,
          "is_bot": false,
          "headline": "[skip ci] Update version",
          "author_name": "ai-dial-actions",
          "author_login": "ai-dial-actions",
          "committed_at": "2026-03-17T14:13:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e67cc8c9b23a13691db37792f6b1089a36e9a3d",
          "body": null,
          "is_bot": false,
          "headline": "chore: add explicit export in public package modules (#357)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-03-17T14:01:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4ce9ab803ea2b324205c376dd08de9b183d2eaf",
          "body": null,
          "is_bot": false,
          "headline": "chore: poetry made a prerequisite for the project (#356)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-03-16T14:02:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab45cd76bf83aba08bf919d8f0fcf90ddfb88cc5",
          "body": null,
          "is_bot": false,
          "headline": "feat: avoid unnecessary Open Telemetry imports (#355)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-03-16T11:16:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe4d1b1643bb9686ef6b0d3652c17cd924ec6524",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump pypdf from 6.7.5 to 6.8.0 in /examples/langchain_rag (#354)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-12T10:25:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a1a9b82954ad58aaf397bcb20308cc1c540690f",
          "body": "Bumps the ai-dial-ci group with 3 updates: [epam/ai-dial-ci/.github/workflows/pr-title-check.yml](https://github.com/epam/ai-dial-ci), [epam/ai-dial-ci/.github/workflows/python_package_pr.yml](https://github.com/epam/ai-dial-ci) and [epam/ai-dial-ci/.github/workflows/python_package_release.yml](http\n[…]\n version-update:semver-patch\n  dependency-group: ai-dial-ci\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: bump the ai-dial-ci group with 3 updates (#353)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-11T09:15:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dbef8e2797392e4897cb8a4b994697ed420fb14b",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump pypdf from 6.7.2 to 6.7.5 in /examples/langchain_rag (#352)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-09T14:18:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1674cb4265d2b8e9ab4bfb76275dbd9253f459f6",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump pypdf from 6.7.1 to 6.7.2 in /examples/langchain_rag (#348)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-02-26T11:41:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9887a95c4f38f7e8bcadd682fa0188b3b061215f",
          "body": null,
          "is_bot": false,
          "headline": "chore: migrate to Ruff linter (#347)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-02-24T18:17:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab6a6b5b125eff6e611568649f5bc46f7290871e",
          "body": null,
          "is_bot": false,
          "headline": "chore: add pre-commit Git hooks (#346)",
          "author_name": "tg-epam",
          "author_login": "tg-epam",
          "committed_at": "2026-02-24T13:09:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d406d5d86bc27a179708c699faa2ce3bf235e808",
          "body": null,
          "is_bot": false,
          "headline": "fix: fix header propagation for non-normalized URLs (#340)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-02-23T17:56:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ed70dd93add0f3d7589fee6f81948de6adedbdf6",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump pypdf from 6.6.2 to 6.7.1 in /examples/langchain_rag (#345)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-02-20T15:53:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da2300787508b8f9dafd69686474ff24fe2a9126",
          "body": null,
          "is_bot": false,
          "headline": "chore: add py.typed to enable typechecking by mypy (#344)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-02-19T17:44:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45c4a7f89e162a305330459a10abc33df57925b3",
          "body": null,
          "is_bot": false,
          "headline": "fix: type state and form_schema as dicts (#343)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-02-19T15:22:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a1f1145f21ebcc274c257023d38f65120c058d8",
          "body": "Bumps the ai-dial-ci group with 3 updates: [epam/ai-dial-ci/.github/workflows/pr-title-check.yml](https://github.com/epam/ai-dial-ci), [epam/ai-dial-ci/.github/workflows/python_package_pr.yml](https://github.com/epam/ai-dial-ci) and [epam/ai-dial-ci/.github/workflows/python_package_release.yml](http\n[…]\n version-update:semver-patch\n  dependency-group: ai-dial-ci\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: bump the ai-dial-ci group with 3 updates (#341)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-02-18T09:35:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8de5d3153111252d54ffb06a191ca50b5c2f6f79",
          "body": null,
          "is_bot": false,
          "headline": "chore: enable unit tests for aiohttp header propagation (#338)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-02-17T11:58:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eadab3ca1ef8f16d46645d78b8a19dfd70575745",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump pillow from 11.1.0 to 12.1.1 (#339)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-02-17T10:42:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79c174053e0407891dd1852aaf5297e20d4bd484",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump pillow from 10.3.0 to 12.1.1 in /examples/image_size (#337)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-02-16T17:50:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8dca454e69b08f14163d0bfddc1cc2e37b5cd99b",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump pillow from 10.3.0 to 12.1.1 in /examples/render_text (#335)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-02-16T17:33:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "52042a258257957aa103fdc60ba8c46abc699092",
          "body": "… (#333)",
          "is_bot": false,
          "headline": "feat: interpolate request.deployment_id when path parameters are used…",
          "author_name": "tg-epam",
          "author_login": "tg-epam",
          "committed_at": "2026-02-16T16:21:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c2ea181908f8d000733f7616d3e4a51227a97f0b",
          "body": null,
          "is_bot": false,
          "headline": "feat: avoided closing the choice within an exception (#203) (#336)",
          "author_name": "tg-epam",
          "author_login": "tg-epam",
          "committed_at": "2026-02-16T16:11:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c75d202d2d19306bc23abf37d35b5bc8628d17e4",
          "body": null,
          "is_bot": false,
          "headline": "feat: relaxed closing checks for stages (#330) (#334)",
          "author_name": "tg-epam",
          "author_login": "tg-epam",
          "committed_at": "2026-02-16T16:02:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f296e2997d19a3fa8cea7ca8ec17a924f6197eea",
          "body": "Co-authored-by: Timur Golybovich <timur_golybovich@epam.com>",
          "is_bot": false,
          "headline": "fix: make request headers case-insensitive under Pydantic V2 (#325)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-02-05T10:07:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e55d0f851a89a21a2bab7102d37f226742f9386",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump protobuf from 5.29.5 to 6.33.5 (#329)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-02-04T11:24:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "157bb2d48d897a8df1d3b37a06da958b4693ac36",
          "body": null,
          "is_bot": false,
          "headline": "[skip ci] Update version",
          "author_name": "ai-dial-actions",
          "author_login": "ai-dial-actions",
          "committed_at": "2026-02-03T18:35:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "daa61c914ea570b5c4d8ddc00f3b7b3ce10b09c9",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump protobuf from 5.29.5 to 6.33.5 (#327)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-02-03T18:25:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f47942862b8023c4d386d0e8ed1efce0d09cddc",
          "body": null,
          "is_bot": false,
          "headline": "fix: fix parsing of embedding request by Pydantic V2 (#323)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-01-28T12:07:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39538d79b7afbb0adc226a0152a64c48dc1283bf",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump pypdf from 6.6.0 to 6.6.2 in /examples/langchain_rag (#324)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-27T10:03:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9592683b072e13e8b6b340c7c1c088e0e252be8c",
          "body": "* chore: bump the ai-dial-ci group with 3 updates\n\nBumps the ai-dial-ci group with 3 updates: [epam/ai-dial-ci/.github/workflows/pr-title-check.yml](https://github.com/epam/ai-dial-ci), [epam/ai-dial-ci/.github/workflows/python_package_pr.yml](https://github.com/epam/ai-dial-ci) and [epam/ai-dial-ci\n[…]\n------\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Vladislav Yatsun <vyatsun@deltixlab.com>",
          "is_bot": true,
          "headline": "chore: bump the ai-dial-ci group with 3 updates (#322)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-26T19:28:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bf44071e0b5eb8aebc969768dfbc15e494fe3c7e",
          "body": null,
          "is_bot": false,
          "headline": "chore: fix the tic-tac-toe example (#320)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-01-19T15:27:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22bfb6242373055ac85ca337d9b5746801dfccc6",
          "body": "…s (#312)",
          "is_bot": true,
          "headline": "chore: bump the github-actions group across 1 directory with 2 update…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-19T11:28:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "014e1630d18fb201779568e4e1864bba9ba2887a",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump the ai-dial-ci group with 3 updates (#306)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-19T11:13:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ae592549bd274384d4ab1331fbb648b94bae3d7a",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump filelock from 3.20.1 to 3.20.3 (#319)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-15T16:32:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "966a3ca4ca10ada48d5c30ddf2f472bd9301ce05",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump virtualenv from 20.26.6 to 20.36.1 (#318)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-15T16:03:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a60405169ab90d1101bee095396e8b47c02bd91c",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump pypdf from 6.4.0 to 6.6.0 in /examples/langchain_rag (#317)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-13T10:09:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3dff034fe2ae4aec6887840d3aa391620e930a8d",
          "body": null,
          "is_bot": false,
          "headline": "feat: handle client disconnect gracefully (#213) (#316)",
          "author_name": "tg-epam",
          "author_login": "tg-epam",
          "committed_at": "2026-01-12T17:22:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "88939d9311525a030969f8b3f18ccb623d7b085b",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump urllib3 from 2.6.0 to 2.6.3 (#315)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-08T14:14:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "65969c538e0339f08a52eb678597c6746778a4da",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump filelock from 3.12.4 to 3.20.1 (#314)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-07T16:45:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28f43b189589aecb2a83628d2e4b1b40d6c5bef8",
          "body": null,
          "is_bot": false,
          "headline": "[skip ci] Update version",
          "author_name": "ai-dial-actions",
          "author_login": "ai-dial-actions",
          "committed_at": "2026-01-07T16:18:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8eeaf17209d9e0fd89393a2d0f653d66efc1365",
          "body": null,
          "is_bot": false,
          "headline": "fix!: drop support of Python 3.9 (#313)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-01-07T16:07:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f42293aab93a5ddd0bbbad3ea4c0d097aea2ace6",
          "body": null,
          "is_bot": false,
          "headline": "chore: relax upper bound on prometheus-client dependency (#311)",
          "author_name": "Anton Dubovik",
          "author_login": "adubovik",
          "committed_at": "2026-01-06T11:59:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d10372898de81bb96549b58e9f4264e353ab0b36",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump aiohttp from 3.12.14 to 3.13.3 (#309)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-06T10:30:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "329e465588d165b5927247b081f6ba3ff5187b03",
          "body": "…#310)",
          "is_bot": true,
          "headline": "chore: bump aiohttp from 3.12.14 to 3.13.3 in /examples/render_text (…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-06T10:16:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0ca1c19c7b95502ff1c9f322268385f39dea3240",
          "body": "…308)",
          "is_bot": true,
          "headline": "chore: bump aiohttp from 3.12.14 to 3.13.3 in /examples/image_size (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-06T09:59:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "810bd3ada8306a3ebe2ee03a365ebca9846b7f52",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump peter-evans/slash-command-dispatch (#305)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-12-15T15:11:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 48,
      "commits_last_year": 137,
      "latest_release_at": "2026-07-17T14:59:11Z",
      "latest_release_tag": "0.38.0",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 41,
      "days_since_latest_release": 5,
      "mean_days_between_releases": 24.4
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 87,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": true
    },
    "ecosystem": {
      "packages": [
        {
          "name": "aidial-sdk",
          "exists": true,
          "license": null,
          "keywords": [
            "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/aidial-sdk/",
          "is_deprecated": false,
          "latest_version": "0.38.0",
          "repository_url": "https://github.com/epam/ai-dial-sdk",
          "versions_count": 117,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 9774,
          "first_published_at": "2023-09-21T20:59:38.695530Z",
          "latest_published_at": "2026-07-17T14:59:05.717292Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 5
        }
      ]
    },
    "popularity": {
      "forks": 18,
      "stars": 202,
      "watchers": 17,
      "fork_history": {
        "days": [
          {
            "date": "2023-09-21",
            "count": 1
          },
          {
            "date": "2023-12-14",
            "count": 1
          },
          {
            "date": "2024-07-20",
            "count": 1
          },
          {
            "date": "2024-07-23",
            "count": 1
          },
          {
            "date": "2024-10-03",
            "count": 1
          },
          {
            "date": "2025-01-14",
            "count": 1
          },
          {
            "date": "2025-01-25",
            "count": 1
          },
          {
            "date": "2025-02-13",
            "count": 1
          },
          {
            "date": "2025-02-14",
            "count": 1
          },
          {
            "date": "2025-04-17",
            "count": 1
          },
          {
            "date": "2025-11-04",
            "count": 1
          },
          {
            "date": "2025-12-08",
            "count": 1
          },
          {
            "date": "2026-02-02",
            "count": 1
          },
          {
            "date": "2026-02-17",
            "count": 1
          },
          {
            "date": "2026-02-18",
            "count": 1
          },
          {
            "date": "2026-05-17",
            "count": 1
          },
          {
            "date": "2026-05-23",
            "count": 1
          },
          {
            "date": "2026-06-13",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 18,
        "total_forks": 18
      },
      "star_history": null,
      "open_issues_and_prs": 8
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "Makefile",
        "noxfile.py"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "aidial_sdk/py.typed"
      ],
      "toolchain_manifests": [],
      "largest_source_bytes": 22471,
      "source_files_sampled": 137,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "repository_graph",
        "source": "osv",
        "findings": [
          {
            "name": "chromadb",
            "direct": false,
            "version": "1.5.8",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 9.8,
            "advisory_ids": [
              "GHSA-f4j7-r4q5-qw2c",
              "PYSEC-2026-311"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": 65
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.1.7",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.2,
            "advisory_ids": [
              "PYSEC-2026-2132"
            ],
            "fixed_version": "8.3.3",
            "advisory_count": 1,
            "oldest_advisory_days": 84
          }
        ],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {
          "high": 1,
          "critical": 1
        },
        "advisory_count": 3,
        "affected_count": 2,
        "assessed_count": 104,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 2,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "fastapi",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=0.51,<1.0)"
        },
        {
          "name": "uvicorn",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=0.19,<1.0)"
        },
        {
          "name": "pydantic",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=1.10.17,<3)"
        },
        {
          "name": "wrapt",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=1.10,<2)"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "fastapi",
            "direct": true,
            "version": "0.135.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": true,
            "version": "2.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "uvicorn",
            "direct": true,
            "version": "0.23.2",
            "ecosystem": "pypi"
          },
          {
            "name": "uvicorn",
            "direct": true,
            "version": "0.30.1",
            "ecosystem": "pypi"
          },
          {
            "name": "uvicorn",
            "direct": true,
            "version": "0.44.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wrapt",
            "direct": true,
            "version": "1.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "aidial-sdk",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "aidial-sdk",
            "direct": false,
            "version": "0.34.0",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohappyeyeballs",
            "direct": false,
            "version": "2.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.14.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aiointercept",
            "direct": false,
            "version": "0.1.7",
            "ecosystem": "pypi"
          },
          {
            "name": "aiosignal",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-doc",
            "direct": false,
            "version": "0.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.14.2",
            "ecosystem": "pypi"
          },
          {
            "name": "argcomplete",
            "direct": false,
            "version": "3.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "asgiref",
            "direct": false,
            "version": "3.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "async-timeout",
            "direct": false,
            "version": "4.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "23.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "backports-asyncio-runner",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "beautifulsoup4",
            "direct": false,
            "version": "4.14.3",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2024.7.4",
            "ecosystem": "pypi"
          },
          {
            "name": "cfgv",
            "direct": false,
            "version": "3.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "chromadb",
            "direct": false,
            "version": "1.5.8",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.1.7",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "colorlog",
            "direct": false,
            "version": "6.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "distlib",
            "direct": false,
            "version": "0.3.7",
            "ecosystem": "pypi"
          },
          {
            "name": "distro",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "filelock",
            "direct": false,
            "version": "3.20.3",
            "ecosystem": "pypi"
          },
          {
            "name": "frozenlist",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "googleapis-common-protos",
            "direct": false,
            "version": "1.72.0",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio",
            "direct": false,
            "version": "1.68.0",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore2",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": "0.25.2",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": "0.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx2",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "identify",
            "direct": false,
            "version": "2.6.16",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.18",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-metadata",
            "direct": false,
            "version": "6.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jiter",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain",
            "direct": false,
            "version": "1.3.9",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-community",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-openai",
            "direct": false,
            "version": "1.1.14",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-text-splitters",
            "direct": false,
            "version": "1.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "multidict",
            "direct": false,
            "version": "6.0.5",
            "ecosystem": "pypi"
          },
          {
            "name": "nodeenv",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "nox",
            "direct": false,
            "version": "2023.4.22",
            "ecosystem": "pypi"
          },
          {
            "name": "openai",
            "direct": false,
            "version": "2.32.0",
            "ecosystem": "pypi"
          },
          {
            "name": "openai",
            "direct": false,
            "version": "2.46.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-api",
            "direct": false,
            "version": "1.39.1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-exporter-otlp-proto-common",
            "direct": false,
            "version": "1.39.1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-exporter-otlp-proto-grpc",
            "direct": false,
            "version": "1.39.1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-exporter-prometheus",
            "direct": false,
            "version": "0.60b1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation",
            "direct": false,
            "version": "0.60b1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-aiohttp-client",
            "direct": false,
            "version": "0.60b1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-asgi",
            "direct": false,
            "version": "0.60b1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-fastapi",
            "direct": false,
            "version": "0.60b1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-httpx",
            "direct": false,
            "version": "0.60b1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-logging",
            "direct": false,
            "version": "0.60b1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-requests",
            "direct": false,
            "version": "0.60b1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-system-metrics",
            "direct": false,
            "version": "0.60b1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation-urllib",
            "direct": false,
            "version": "0.60b1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-proto",
            "direct": false,
            "version": "1.39.1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-sdk",
            "direct": false,
            "version": "1.39.1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-semantic-conventions",
            "direct": false,
            "version": "0.60b1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-util-http",
            "direct": false,
            "version": "0.60b1",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "23.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pillow",
            "direct": false,
            "version": "12.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "3.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pre-commit",
            "direct": false,
            "version": "4.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "prometheus-client",
            "direct": false,
            "version": "0.17.1",
            "ecosystem": "pypi"
          },
          {
            "name": "propcache",
            "direct": false,
            "version": "0.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": false,
            "version": "6.33.5",
            "ecosystem": "pypi"
          },
          {
            "name": "psutil",
            "direct": false,
            "version": "5.9.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pypdf",
            "direct": false,
            "version": "6.13.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyright",
            "direct": false,
            "version": "1.1.385",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "9.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-asyncio",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": "6.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": false,
            "version": "2.33.0",
            "ecosystem": "pypi"
          },
          {
            "name": "responses",
            "direct": false,
            "version": "0.25.3",
            "ecosystem": "pypi"
          },
          {
            "name": "respx",
            "direct": false,
            "version": "0.21.1",
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": false,
            "version": "0.12.11",
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools",
            "direct": false,
            "version": "83.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sniffio",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "starlette",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tiktoken",
            "direct": false,
            "version": "0.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tqdm",
            "direct": false,
            "version": "4.69.0",
            "ecosystem": "pypi"
          },
          {
            "name": "truststore",
            "direct": false,
            "version": "0.10.4",
            "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": "virtualenv",
            "direct": false,
            "version": "20.36.1",
            "ecosystem": "pypi"
          },
          {
            "name": "yarl",
            "direct": false,
            "version": "1.24.2",
            "ecosystem": "pypi"
          },
          {
            "name": "zipp",
            "direct": false,
            "version": "3.19.1",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 106,
        "direct_count": 7,
        "indirect_count": 99
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 1,
        "merged_prs": 304,
        "open_issues": 7,
        "closed_ratio": 0.905,
        "closed_issues": 67,
        "closed_unmerged_prs": 41
      },
      "bus_factor": 1,
      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "adubovik",
          "commits": 129,
          "avatar_url": "https://avatars.githubusercontent.com/u/4329926?v=4"
        },
        {
          "type": "User",
          "login": "ai-dial-actions",
          "commits": 33,
          "avatar_url": "https://avatars.githubusercontent.com/u/149404362?v=4"
        },
        {
          "type": "User",
          "login": "vladisavvv",
          "commits": 14,
          "avatar_url": "https://avatars.githubusercontent.com/u/24621956?v=4"
        },
        {
          "type": "User",
          "login": "nepalevov",
          "commits": 7,
          "avatar_url": "https://avatars.githubusercontent.com/u/33350321?v=4"
        },
        {
          "type": "User",
          "login": "tg-epam",
          "commits": 5,
          "avatar_url": "https://avatars.githubusercontent.com/u/248509258?v=4"
        },
        {
          "type": "User",
          "login": "dspashynskyi",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/61313167?v=4"
        },
        {
          "type": "User",
          "login": "Oleksii-Klimov",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/133792808?v=4"
        },
        {
          "type": "User",
          "login": "sergey-zinchenko",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/5931885?v=4"
        },
        {
          "type": "User",
          "login": "roman-romanov-o",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/66549992?v=4"
        },
        {
          "type": "User",
          "login": "achikovani",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/65784426?v=4"
        }
      ],
      "contributors_sampled": 15,
      "top_contributor_share": 0.629
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "dependabot-automation.yml",
        "pr-title-check.yml",
        "pr.yml",
        "release.yml",
        "slash-command-dispatch.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "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": 8,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 8,
            "reason": "Found 7/8 approved changesets -- score normalized to 8",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 6,
            "reason": "project has 2 contributing companies or organizations -- score normalized to 6",
            "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 4 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 1,
            "reason": "dependency not pinned by hash detected -- score normalized to 1",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 10,
            "reason": "SAST tool is run on all commits",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 8,
            "reason": "2 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "199225e91ef055057a94f4cb0b70d8ef459e9f23",
        "ran_at": "2026-07-23T14:30:16Z",
        "aggregate_score": 6.8,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": true,
      "has_dependabot_config": true
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-23T14:29:00Z",
      "oldest_open_prs": [
        {
          "number": 389,
          "created_at": "2026-05-18T13:36:34Z",
          "last_comment_at": "2026-05-18T16:49:30Z",
          "last_comment_author": "adubovik"
        }
      ],
      "last_merged_pr_at": "2026-07-23T14:06:33Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 12,
          "created_at": "2023-09-23T18:52:41Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 15,
          "created_at": "2023-10-13T11:31:44Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 199,
          "created_at": "2024-11-29T16:24:08Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 228,
          "created_at": "2025-03-12T17:23:36Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 249,
          "created_at": "2025-06-03T14:30:37Z",
          "last_comment_at": "2026-07-08T09:22:14Z",
          "last_comment_author": "adubovik"
        },
        {
          "number": 326,
          "created_at": "2026-01-30T18:03:43Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 400,
          "created_at": "2026-06-12T07:40:07Z",
          "last_comment_at": "2026-06-19T06:37:04Z",
          "last_comment_author": "AlexFoxalt"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/epam/ai-dial-sdk",
    "host": "github.com",
    "name": "ai-dial-sdk",
    "owner": "epam"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 79,
      "inputs": {
        "security": 74,
        "vitality": 91,
        "community": 65,
        "governance": 72,
        "engineering": 92
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 91,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "commits_last_year": 137,
              "human_commit_share": 0.42,
              "days_since_last_push": 0,
              "active_weeks_last_year": 41
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "41/52 weeks with commits",
                "points": 28.4,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 41
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "137 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 137
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 4 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": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "releases_count": 48,
              "latest_release_tag": "0.38.0",
              "releases_from_tags": false,
              "days_since_latest_release": 5,
              "mean_days_between_releases": 24.4
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "48 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 48
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 5 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~24.4 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 24.4
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 0,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 0 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 65,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "forks": 18,
              "stars": 202,
              "watchers": 17,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "202 stars",
                "points": 37.4,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 202
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "18 forks",
                "points": 10.3,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 18
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "17 watchers",
                "points": 6.7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 17
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "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": 66,
            "inputs": {
              "packages": [
                "aidial-sdk"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 9774
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "9,774 downloads/month across pypi",
                "points": 53.2,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 9774,
                      "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": 72,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 37,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 15,
              "top_contributor_share": 0.629
            },
            "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 63% of commits",
                "points": 8.3,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 63
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "15 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 15
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "merged_prs": 304,
              "open_issues": 7,
              "closed_issues": 67,
              "issue_closed_ratio": 0.905,
              "closed_unmerged_prs": 41
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "90% of issues closed",
                "points": 42.3,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 90
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "304/345 decided PRs merged",
                "points": 33.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 304,
                      "decided": 345
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 7/8 approved changesets -- score normalized to 8",
                "points": 12,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "followers": 1185,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "epam",
              "public_repos": 539,
              "account_age_days": 5228
            },
            "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": "1,185 followers of epam",
                "points": 22.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1185,
                      "login": "epam"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "539 public repos, account ~14 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 539
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 14
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "aidial-sdk"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "117 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 117
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 92,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "5 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "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": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "ai-dial",
                "llm"
              ],
              "has_wiki": false,
              "homepage": "https://dialx.ai",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://dialx.ai",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "2 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 74,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 68,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 6.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 7/8 approved changesets -- score normalized to 8",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "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 4 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "2 existing vulnerabilities detected",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 104 resolved dependencies against OSV; 2 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 104
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 2
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 3,
              "affected_packages": 2,
              "assessed_packages": 104,
              "unassessed_packages": 2,
              "affected_by_severity": "critical 1, high 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "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": 104,
              "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": 5
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 63,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.905,
              "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": "38 of 42 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 38,
                      "sampled": 42
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "poetry.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "noxfile.py"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "aidial_sdk/py.typed"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.58
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, noxfile.py",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, noxfile.py"
                    }
                  }
                ],
                "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": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "aidial_sdk/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "aidial_sdk/py.typed"
                    }
                  }
                ],
                "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 agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "58 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 58,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 22471,
              "source_files_sampled": 137,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (aidial_sdk/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "aidial_sdk/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/137 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 137,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "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",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:aidial-sdk@0.38.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T14:30:46.939901Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/e/epam/ai-dial-sdk.svg",
  "full_name": "epam/ai-dial-sdk",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v0.27.0 — metodología completa · wiki de métricas.

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