Registro públicoBueno
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-27 08:29 UTC
mistralai / mistral-common
Official inference library for pre-processing of Mistral models
mistralai/mistral-common tiene un índice de salud de 78 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (92/100) y la más baja, Security (61/100). Se actualizó por última vez hace 2 días. 2 personas concentran la mayor parte del trabajo reciente.
78
global / 100Índice 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.
78
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)
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
Mistral AIOrganización
8841 seguidores27 repositorios públicosdesde may 2023
Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.
Ecosistemas de paquetes
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación |
|---|---|---|---|---|---|
| PyPI | mistral_common | 1.11.7 | - | 49 | hace 3 días |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
92
Actividad de desarrollo
87Excelente
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 2 días |
| 23.5/36 | Cadencia de commits — 34/52 semanas con commits |
| 17.6/18 | Volumen de commits — 91 commits en el último año |
| 10/10 | OpenSSF 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_year | 91 |
| human_commit_share | 1 |
| days_since_last_push | 2 |
| active_weeks_last_year | 34 |
Disciplina de publicación
100Excelente
Cómo se puntúa
| 27/27 | Publica versiones — 39 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 3 días |
| 27/27 | Cadencia de publicación — una versión cada ~17,9 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
Datos de entrada utilizados
| releases_count | 39 |
| latest_release_tag | v1.11.7 |
| releases_from_tags | no |
| days_since_latest_release | 3 |
| mean_days_between_releases | 17,9 |
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.
Comunidad y Adopción
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
63
Popularidad y adopción
74Bueno
Cómo se puntúa
| 48.1/60 | Estrellas — 923 estrellas |
| 18.2/25 | Forks — 155 forks |
| 8/15 | Observadores — 28 observadores |
Datos de entrada utilizados
| forks | 155 |
| stars | 923 |
| watchers | 28 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
50Moderado
Cómo se puntúa
| 22.5/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (Apache-2.0) |
| 0/18 | Guía CONTRIBUTING |
| 0/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 0/6.3 | Plantilla de PR |
Datos de entrada utilizados
| has_readme | sí |
| has_license | sí |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sostenibilidad y Gobernanza
¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?
79
Resiliencia de mantenedores (factor bus)
62Moderado
Cómo se puntúa
| 25.2/54 | Factor bus — la mitad de los commits recae en 2 contribuyente(s) |
| 13.1/22.5 | Distribución de commits — el principal contribuyente firma el 42% de los commits |
| 13.5/13.5 | Amplitud de contribuyentes — 33 contribuyentes |
| 10/10 | OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations |
Datos de entrada utilizados
| bus_factor | 2 |
| contributors_sampled | 33 |
| top_contributor_share | 0,419 |
Capacidad de respuesta a issues y PR
88Excelente
Cómo se puntúa
| 45.9/46.8 | Resolución de issues — 98% de issues cerradas |
| 30.3/38.3 | Aceptación de PR — 167/211 PR decididos fusionados |
| 12/15 | OpenSSF Scorecard: Code-Review — Found 24/30 approved changesets -- score normalized to 8 |
Datos de entrada utilizados
| merged_prs | 167 |
| open_issues | 1 |
| closed_issues | 53 |
| issue_closed_ratio | 0,981 |
| closed_unmerged_prs | 44 |
Propiedad y custodia
72Bueno
Cómo se puntúa
| 30/30 | Respaldo de la propiedad — propiedad de una organización |
| 0/20 | Dominio verificado |
| 25/25 | Alcance del propietario — 8841 seguidores de mistralai |
| 17/25 | Trayectoria — 27 repos públicos, cuenta de ~3 años |
Datos de entrada utilizados
| followers | 8841 |
| owner_type | Organization |
| is_verified | — |
| owner_login | mistralai |
| public_repos | 27 |
| account_age_days | 1181 |
Mantenimiento de paquetes
100Excelente
Cómo se puntúa
| 25/25 | Publicado y resoluble — 1 paquete(s) en pypi |
| 35/35 | Recencia de publicación — última publicación hace 3 días |
| 20/20 | Historial de versiones — 49 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | mistral_common |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 3 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
86
Prácticas de ingeniería
94Excelente
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 2 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 16/16 | Configuración de linter |
| 9.6/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | sí |
| has_precommit_config | sí |
Documentación
75Bueno
Cómo se puntúa
| 30/30 | README |
| 25/25 | Directorio de documentación |
| 0/15 | Sitio de documentación / página del proyecto |
| 10/10 | Descripción del repositorio |
| 0/10 | Topics |
| 10/10 | Wiki |
Datos de entrada utilizados
| topics | — |
| has_wiki | sí |
| homepage | — |
| has_readme | sí |
| has_docs_dir | sí |
| has_description | sí |
Seguridad
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
61
Postura de seguridad
51Moderado
Cómo se puntúa
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — sin datos |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 6/7.5 | Code-Review — Found 24/30 approved changesets -- score normalized to 8 |
| 2.5/2.5 | Contributors — project has 5 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Licencia — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — sin datos |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — sin datos |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 49 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 5,1 |
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, packaging, signed_releases. Los pesos restantes se han renormalizado.
Avisos de dependencias
100Excelente
Cómo se puntúa
| 35/35 | Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido |
| 25/25 | Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido |
| 0/40 | Sin avisos pendientes — ningún aviso tiene fecha de publicación |
Datos de entrada utilizados
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 21 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Excluidos de la puntuación (sin datos o no aplicable): Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:mistral_common@1.11.7 —lo que arrastra la instalación del paquete publicado—: 21 paquetes. No se analiza la alcanzabilidad.
Preparación para IA
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.
69
Contexto y guía para agentes
85Excelente
Cómo se puntúa
| 45/45 | Instrucciones para agentes — AGENTS.md |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 40/40 | Historial de commits legible — 99 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,99 |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 7624 |
Cómo se puntúa
| 0/18 | Arranque con un solo comando |
| 22/22 | Pruebas automatizadas |
| 11/11 | Configuración de lint / formato |
| 11/11 | Verificación estática de tipos — src/mistral_common/py.typed |
| 10/10 | Entorno reproducible — lockfile |
| 0/10 | Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100 |
| 0/8 | Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias |
| 10/10 | OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned |
Datos de entrada utilizados
| has_nix | no |
| has_tests | sí |
| lockfiles | uv.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | sí |
| typecheck_configs | src/mistral_common/py.typed |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Cómo se puntúa
| 27/45 | Código verificable por tipos — Python con configuración de verificación de tipos (src/mistral_common/py.typed) |
| 53.7/55 | Tamaños de archivo manejables — 3/124 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Python |
| largest_source_bytes | 82.486 |
| source_files_sampled | 124 |
| oversized_source_files | 3 |
Interfaces legibles por máquina
40En riesgo
Cómo se puntúa
| 0/40 | Esquema de API (OpenAPI/GraphQL/proto) |
| 0/20 | Servidor MCP |
| 40/40 | Ejemplos ejecutables — examples, samples |
Datos de entrada utilizados
| example_dirs | examples, samples |
| has_mcp_signal | no |
| api_schema_files | — |
Datos clave
923estrellas de GitHub
33contribuidores
91commits en los últimos 12 meses
2días desde el último push
39versiones publicadas
2factor bus
1issues abiertas
PyPIecosistemas de paquetes
Advertencias de recopilación de datos
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Más detalle
Historial de estrellas y forks 0 ★ / 155 ⇿
0Estrellas
155Forks
38Versiones
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.
Mayor 0Menor 10Parche 28
Cada punto abarca 3 días.
OpenSSF Scorecard 5.1 / 10
5.1agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| n/d | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 8 | Code-Review | Found 24/30 approved changesets -- score normalized to 8 |
| 10 | Contributors | project has 5 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| n/d | Packaging | packaging workflow not detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/d | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 49 existing vulnerabilities detected |
Dependencias directas 11
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| PyPI | pydantic | >=2.7,<3.0 | pyproject.toml |
| PyPI | pydantic | >=2.12,<3.0 | pyproject.toml |
| PyPI | jsonschema | >=4.21.1 | pyproject.toml |
| PyPI | typing-extensions | >=4.11.0 | pyproject.toml |
| PyPI | tiktoken | >=0.7.0 | pyproject.toml |
| PyPI | tiktoken | >=0.12.0 | pyproject.toml |
| PyPI | pillow | >=10.3.0 | pyproject.toml |
| PyPI | requests | >=2.0.0 | pyproject.toml |
| PyPI | numpy | >=1.25,<2.4 | pyproject.toml |
| PyPI | numpy | >=1.25 | pyproject.toml |
| PyPI | pydantic-extra-types | >=2.10.5 | pyproject.toml |
Todas las dependencias 126
Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 10 paquetes directos y 116 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.
| Registro | Paquete | Versión | Relación |
|---|---|---|---|
| PyPI | jsonschema | 4.24.0 | directa |
| PyPI | numpy | 2.2.6 | directa |
| PyPI | numpy | 2.4.2 | directa |
| PyPI | pillow | 11.3.0 | directa |
| PyPI | pydantic | 2.11.7 | directa |
| PyPI | pydantic | 2.12.5 | directa |
| PyPI | pydantic-extra-types | 2.10.5 | directa |
| PyPI | requests | 2.32.4 | directa |
| PyPI | tiktoken | 0.12.0 | directa |
| PyPI | typing-extensions | 4.14.1 | directa |
| PyPI | annotated-doc | 0.0.4 | indirecta |
| PyPI | annotated-types | 0.7.0 | indirecta |
| PyPI | anyio | 4.9.0 | indirecta |
| PyPI | attrs | 25.3.0 | indirecta |
| PyPI | babel | 2.17.0 | indirecta |
| PyPI | backrefs | 5.9 | indirecta |
| PyPI | certifi | 2025.7.14 | indirecta |
| PyPI | cffi | 1.17.1 | indirecta |
| PyPI | cfgv | 3.4.0 | indirecta |
| PyPI | chardet | 5.2.0 | indirecta |
| PyPI | charset-normalizer | 3.4.2 | indirecta |
| PyPI | click | 8.2.1 | indirecta |
| PyPI | colorama | 0.4.6 | indirecta |
| PyPI | coverage | 7.9.2 | indirecta |
| PyPI | diff-cover | 9.5.0 | indirecta |
| PyPI | distlib | 0.4.0 | indirecta |
| PyPI | distro | 1.9.0 | indirecta |
| PyPI | dnspython | 2.7.0 | indirecta |
| PyPI | email-validator | 2.2.0 | indirecta |
| PyPI | exceptiongroup | 1.3.0 | indirecta |
| PyPI | fastapi | 0.135.1 | indirecta |
| PyPI | fastapi-cli | 0.0.8 | indirecta |
| PyPI | fastapi-cloud-cli | 0.1.4 | indirecta |
| PyPI | filelock | 3.18.0 | indirecta |
| PyPI | fsspec | 2025.7.0 | indirecta |
| PyPI | ghp-import | 2.1.0 | indirecta |
| PyPI | griffe | 1.7.3 | indirecta |
| PyPI | h11 | 0.16.0 | indirecta |
| PyPI | hf-xet | 1.3.2 | indirecta |
| PyPI | httpcore | 1.0.9 | indirecta |
| PyPI | httptools | 0.6.4 | indirecta |
| PyPI | httpx | 0.28.1 | indirecta |
| PyPI | huggingface-hub | 1.5.0 | indirecta |
| PyPI | identify | 2.6.12 | indirecta |
| PyPI | idna | 3.10 | indirecta |
| PyPI | iniconfig | 2.1.0 | indirecta |
| PyPI | jinja2 | 3.1.6 | indirecta |
| PyPI | jiter | 0.10.0 | indirecta |
| PyPI | jsonschema-specifications | 2025.4.1 | indirecta |
| PyPI | llguidance | 1.3.0 | indirecta |
| PyPI | markdown | 3.8.2 | indirecta |
| PyPI | markdown-it-py | 3.0.0 | indirecta |
| PyPI | markupsafe | 3.0.2 | indirecta |
| PyPI | mdurl | 0.1.2 | indirecta |
| PyPI | mergedeep | 1.3.4 | indirecta |
| PyPI | mistral-common | 1.11.7 | indirecta |
| PyPI | mkdocs | 1.6.1 | indirecta |
| PyPI | mkdocs-autorefs | 1.4.2 | indirecta |
| PyPI | mkdocs-gen-files | 0.5.0 | indirecta |
| PyPI | mkdocs-get-deps | 0.2.0 | indirecta |
| PyPI | mkdocs-literate-nav | 0.6.2 | indirecta |
| PyPI | mkdocs-material | 9.6.15 | indirecta |
| PyPI | mkdocs-material-extensions | 1.3.1 | indirecta |
| PyPI | mkdocstrings | 0.29.1 | indirecta |
| PyPI | mkdocstrings-python | 1.16.12 | indirecta |
| PyPI | mypy | 1.17.0 | indirecta |
| PyPI | mypy-extensions | 1.1.0 | indirecta |
| PyPI | mypy-protobuf | 3.6.0 | indirecta |
| PyPI | nodeenv | 1.9.1 | indirecta |
| PyPI | openai | 1.96.1 | indirecta |
| PyPI | opencv-python-headless | 4.11.0.86 | indirecta |
| PyPI | packaging | 25.0 | indirecta |
| PyPI | paginate | 0.5.7 | indirecta |
| PyPI | pathspec | 0.12.1 | indirecta |
| PyPI | platformdirs | 4.3.8 | indirecta |
| PyPI | pluggy | 1.6.0 | indirecta |
| PyPI | pre-commit | 4.2.0 | indirecta |
| PyPI | protobuf | 6.31.1 | indirecta |
| PyPI | pycountry | 24.6.1 | indirecta |
| PyPI | pycparser | 2.22 | indirecta |
| PyPI | pydantic-core | 2.33.2 | indirecta |
| PyPI | pydantic-core | 2.41.5 | indirecta |
| PyPI | pydantic-settings | 2.10.1 | indirecta |
| PyPI | pygments | 2.19.2 | indirecta |
| PyPI | pymdown-extensions | 10.16 | indirecta |
| PyPI | pytest | 8.4.1 | indirecta |
| PyPI | pytest-cov | 6.2.1 | indirecta |
| PyPI | python-dateutil | 2.9.0.post0 | indirecta |
| PyPI | python-dotenv | 1.1.1 | indirecta |
| PyPI | python-multipart | 0.0.20 | indirecta |
| PyPI | pyyaml | 6.0.3 | indirecta |
| PyPI | pyyaml-env-tag | 1.1 | indirecta |
| PyPI | referencing | 0.36.2 | indirecta |
| PyPI | regex | 2026.5.9 | indirecta |
| PyPI | rich | 14.0.0 | indirecta |
| PyPI | rich-toolkit | 0.14.8 | indirecta |
| PyPI | rignore | 0.6.2 | indirecta |
| PyPI | rpds-py | 0.26.0 | indirecta |
| PyPI | ruff | 0.12.3 | indirecta |
| PyPI | safetensors | 0.7.0 | indirecta |
| PyPI | sentencepiece | 0.2.1 | indirecta |
| PyPI | sentry-sdk | 2.33.0 | indirecta |
| PyPI | shellingham | 1.5.4 | indirecta |
| PyPI | six | 1.17.0 | indirecta |
| PyPI | sniffio | 1.3.1 | indirecta |
| PyPI | soundfile | 0.13.1 | indirecta |
| PyPI | soxr | 0.5.0.post1 | indirecta |
| PyPI | starlette | 0.47.1 | indirecta |
| PyPI | tokenizers | 0.22.2 | indirecta |
| PyPI | tomli | 2.2.1 | indirecta |
| PyPI | tqdm | 4.67.1 | indirecta |
| PyPI | transformers | 5.8.0 | indirecta |
| PyPI | typer | 0.16.0 | indirecta |
| PyPI | types-jsonschema | 4.24.0.20250708 | indirecta |
| PyPI | types-pillow | 10.2.0.20240822 | indirecta |
| PyPI | types-protobuf | 6.30.2.20250703 | indirecta |
| PyPI | types-requests | 2.32.4.20250611 | indirecta |
| PyPI | typing-inspection | 0.4.2 | indirecta |
| PyPI | urllib3 | 2.5.0 | indirecta |
| PyPI | uvicorn | 0.35.0 | indirecta |
| PyPI | uvloop | 0.21.0 | indirecta |
| PyPI | uvloop | 0.22.1 | indirecta |
| PyPI | virtualenv | 20.32.0 | indirecta |
| PyPI | watchdog | 6.0.0 | indirecta |
| PyPI | watchfiles | 1.1.0 | indirecta |
| PyPI | websockets | 15.0.1 | indirecta |
Avisos de dependencias 0
Instalar pypi:mistral_common@1.11.7 arrastra 21 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.
Ningún aviso conocido afecta a las dependencias evaluadas.
Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.
Informe JSON sin procesar legible por máquina
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 12740,
"has_wiki": true,
"homepage": null,
"languages": {
"Jinja": 303049,
"Python": 1153443
},
"pushed_at": "2026-07-24T17:12:57Z",
"created_at": "2024-04-15T08:43:59Z",
"owner_type": "Organization",
"updated_at": "2026-07-26T12:49:04Z",
"description": "Official inference library for pre-processing of Mistral models",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python",
"Jinja"
]
},
"owner": {
"blog": "mistral.ai",
"name": "Mistral AI",
"type": "Organization",
"login": "mistralai",
"company": null,
"location": null,
"followers": 8841,
"avatar_url": "https://avatars.githubusercontent.com/u/132372032?v=4",
"created_at": "2023-05-02T14:22:16Z",
"is_verified": null,
"public_repos": 27,
"account_age_days": 1181
},
"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": "v1.11.7",
"kind": "patch",
"published_at": "2026-07-23T09:24:19Z"
},
{
"tag": "v1.11.6",
"kind": "patch",
"published_at": "2026-07-17T13:58:13Z"
},
{
"tag": "v1.11.5",
"kind": "patch",
"published_at": "2026-06-26T13:26:08Z"
},
{
"tag": "v1.11.4",
"kind": "patch",
"published_at": "2026-06-25T06:41:51Z"
},
{
"tag": "v1.11.3",
"kind": "patch",
"published_at": "2026-06-04T09:01:23Z"
},
{
"tag": "v1.11.2",
"kind": "patch",
"published_at": "2026-06-03T14:51:40Z"
},
{
"tag": "v1.11.1",
"kind": "patch",
"published_at": "2026-04-29T07:24:42Z"
},
{
"tag": "v1.11.0",
"kind": "minor",
"published_at": "2026-04-29T07:22:34Z"
},
{
"tag": "v1.10.0",
"kind": "minor",
"published_at": "2026-03-13T10:13:52Z"
},
{
"tag": "v1.9.1",
"kind": "patch",
"published_at": "2026-02-12T10:51:35Z"
},
{
"tag": "v1.9.0",
"kind": "minor",
"published_at": "2026-02-03T16:17:31Z"
},
{
"tag": "v1.8.8",
"kind": "patch",
"published_at": "2025-12-22T10:52:31Z"
},
{
"tag": "v1.8.7",
"kind": "patch",
"published_at": "2025-12-22T09:41:42Z"
},
{
"tag": "v1.8.6",
"kind": "patch",
"published_at": "2025-11-30T22:02:43Z"
},
{
"tag": "v1.8.5",
"kind": "patch",
"published_at": "2025-09-12T06:50:10Z"
},
{
"tag": "v1.8.4",
"kind": "patch",
"published_at": "2025-08-20T07:26:37Z"
},
{
"tag": "v1.8.3",
"kind": "patch",
"published_at": "2025-07-25T16:16:48Z"
},
{
"tag": "v1.8.2",
"kind": "patch",
"published_at": "2025-07-24T08:42:38Z"
},
{
"tag": "v1.8.1",
"kind": "patch",
"published_at": "2025-07-16T11:20:34Z"
},
{
"tag": "v1.8.0",
"kind": "minor",
"published_at": "2025-07-15T09:39:30Z"
},
{
"tag": "v1.7.0",
"kind": "minor",
"published_at": "2025-07-10T07:31:05Z"
},
{
"tag": "v1.6.3",
"kind": "patch",
"published_at": "2025-07-10T07:29:37Z"
},
{
"tag": "v1.6.2",
"kind": "patch",
"published_at": "2025-06-12T15:26:36Z"
},
{
"tag": "v1.6.0",
"kind": "minor",
"published_at": "2025-06-09T15:08:22Z"
},
{
"tag": "v1.5.6",
"kind": "patch",
"published_at": "2025-05-23T15:44:00Z"
},
{
"tag": "v1.5.5",
"kind": "patch",
"published_at": "2025-05-21T10:33:39Z"
},
{
"tag": "v1.5.4",
"kind": "patch",
"published_at": "2025-03-19T22:28:50Z"
},
{
"tag": "v1.5.1",
"kind": "patch",
"published_at": "2024-11-20T18:07:28Z"
},
{
"tag": "v1.5.0",
"kind": "minor",
"published_at": "2024-11-15T19:32:45Z"
},
{
"tag": "v1.4.4",
"kind": "patch",
"published_at": "2024-09-29T13:02:19Z"
},
{
"tag": "v1.4.3",
"kind": "patch",
"published_at": "2024-09-22T16:01:33Z"
},
{
"tag": "v1.4.2",
"kind": "patch",
"published_at": "2024-09-18T12:46:25Z"
},
{
"tag": "v1.4.1",
"kind": "patch",
"published_at": "2024-09-17T08:44:12Z"
},
{
"tag": "v1.4.0",
"kind": "minor",
"published_at": "2024-09-10T22:44:19Z"
},
{
"tag": "v1.3.4",
"kind": "patch",
"published_at": "2024-08-15T10:11:21Z"
},
{
"tag": "v1.3.1",
"kind": "patch",
"published_at": "2024-07-18T14:01:18Z"
},
{
"tag": "v1.2.1",
"kind": "patch",
"published_at": "2024-05-30T10:37:13Z"
},
{
"tag": "v1.2.0",
"kind": "minor",
"published_at": "2024-05-30T09:36:59Z"
},
{
"tag": "v1.1.0",
"kind": "minor",
"published_at": "2024-05-29T14:26:35Z"
}
],
"recent_commits": [
{
"oid": "693adfb43bcb4d91d0ecf6d9a96a67f3d7723795",
"body": null,
"is_bot": false,
"headline": "Add comment and coverage guidelines to AGENTS.md (#278)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-07-24T10:11:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bc022b91aa1c3b1fb771ac70931ae0009dbf9bad",
"body": null,
"is_bot": false,
"headline": "Bump version to 1.11.7 (#277)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-07-23T09:08:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c29a9f4da9fbeacda1dd26ab355a921633190adc",
"body": null,
"is_bot": false,
"headline": "Fix documentation drift from code (#276)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-07-23T08:56:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "75d7d6b48fbb3d5cb10daead878b0c0f1d50442d",
"body": null,
"is_bot": false,
"headline": "Emit all render_content macro args explicitly (#274)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-07-23T08:32:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c47ac3692d42793e67f683add23b16662817a7a0",
"body": null,
"is_bot": false,
"headline": "Reject thinking chunks in tool messages (#275)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-07-23T08:29:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7ae256b85a7bca384192f9ad53f6133cd9fc86e4",
"body": null,
"is_bot": false,
"headline": "Add auto-detecting chat template generation from tokenizer file (#272)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-07-22T16:29:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7143fcc7887c607dfe98bc1a42396a2061bb6319",
"body": "Co-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>",
"is_bot": false,
"headline": "Validate special_token_policy strings when decoding (#273)",
"author_name": "Sarath Francis",
"author_login": "sarathfrancis90",
"committed_at": "2026-07-21T09:14:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4357dc7d0c8e9eedcc6e06020ba2fd6edaaaa002",
"body": null,
"is_bot": false,
"headline": "Update AGENTS.md structure and add explicit keyword args rule (#270)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-07-20T13:34:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7edf6f651b3579135f44686e345d51b7e19a536a",
"body": null,
"is_bot": false,
"headline": "Bump version to 1.11.6 (#267)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-07-17T13:54:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2058a995a982b3d1397db3173179818981a769fe",
"body": null,
"is_bot": false,
"headline": "Restore deprecated reasoning parameter in select_jinja_template (#266)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-07-17T12:58:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "46609cec20a7d042b1230ff4cf286ba89ca531d3",
"body": "Co-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>",
"is_bot": false,
"headline": "Fix seed field not bridged in SpeechRequest OpenAI conversion (#262)",
"author_name": "WinkleMad",
"author_login": "winklemad",
"committed_at": "2026-07-15T13:25:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "67aedd687d33829f18c6c8fb0c5a99cc4e425e51",
"body": null,
"is_bot": false,
"headline": "Auto-select grammar variant from tokenizer (#260)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-07-09T08:18:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2686e2edf318f6419f7e63fd91f5e7ad489020dc",
"body": "…(#256)\n\nCo-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>",
"is_bot": false,
"headline": "Decode normal tokens under SpecialTokenPolicy.RAISE in SentencePiece …",
"author_name": "Sarath Francis",
"author_login": "sarathfrancis90",
"committed_at": "2026-06-30T11:21:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "64ebfbd7a43ea770e7599f10dd40ded56816e62d",
"body": "… ZeroDivisionError (#253)\n\nCo-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>",
"is_bot": false,
"headline": "Reject AudioConfig with sampling_rate < frame_rate instead of a later…",
"author_name": "CharlesCNorton",
"author_login": "CharlesCNorton",
"committed_at": "2026-06-26T15:58:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b0cb1a489101abb67b1365b46de7c4d3675052cc",
"body": "… (#255)",
"is_bot": false,
"headline": "Raise ValueError instead of ValidationError in audio chunk validators…",
"author_name": "Sarath Francis",
"author_login": "sarathfrancis90",
"committed_at": "2026-06-26T15:48:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6e7410f7a239450a78844771aba7dfce4c6a80a0",
"body": "Co-authored-by: Vibe Nuage Agent <vibe@mistral.ai>\nCo-authored-by: juliendenize <juliendenize@users.noreply.github.com>",
"is_bot": false,
"headline": "Fix multi-image content ordering (#254)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-06-26T12:43:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f26083e19a06e369f405ac80a5fb5eea0c41b734",
"body": null,
"is_bot": false,
"headline": "Bump version to 1.11.4 (#252)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-06-25T06:39:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "25a49da0e7853320d7ce7eaaab74bb39a5522586",
"body": null,
"is_bot": false,
"headline": "Remove to_openai and from_openai from InstructRequest (#251)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-06-25T06:27:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aebb355ec41615c46260c996369b185d862b4f1e",
"body": "Co-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>",
"is_bot": false,
"headline": "Resolve tokenizer from local cache in offline mode (#249)",
"author_name": "Sarath Francis",
"author_login": "sarathfrancis90",
"committed_at": "2026-06-22T13:54:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e47abd96a4929b43bb5cafcb74a8e0bf92a342db",
"body": "…refixed base64 audio strings. (#245)\n\nCo-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>",
"is_bot": false,
"headline": " Fix `AudioChunk.to_openai()` serialization for raw audio bytes and p…",
"author_name": "0x4C33",
"author_login": "haoruilee",
"committed_at": "2026-06-16T14:49:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cc512a9745bae7ea5a9696b1a84941e2754d0eee",
"body": null,
"is_bot": false,
"headline": "Consolidate multimodal ContentChunk support for all message roles (#241)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-06-16T08:27:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "26fb16d330c096ba3b125de6132f3b805d4486cf",
"body": null,
"is_bot": false,
"headline": "Generalize normalizer aggregation with dual separators (#235)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-06-05T08:41:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d1fad68d446a5e2fd51b8be86f30ca550676989",
"body": null,
"is_bot": false,
"headline": "Deprecate RawAudio in favor of str | bytes (#227)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-06-04T10:27:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b5f5e770bf07537b8bcee09b52a3125b4affa105",
"body": null,
"is_bot": false,
"headline": "Add chat templates integration (#163)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-06-04T09:47:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "97267ee179363b82c3f006eb4eae7e9d5a9f2057",
"body": null,
"is_bot": false,
"headline": "Version 1.11.3 (#239)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-06-04T08:55:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fedca12d991eb414523ed7d750b7f95d7edd2452",
"body": "…233)\n\nCo-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>",
"is_bot": false,
"headline": "Fix: forward continue_final_message in tekken normalizers (V7/V15) (#…",
"author_name": "Mathis Doutre",
"author_login": "matdou",
"committed_at": "2026-06-03T14:46:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b83b5ea93587ebfd7ae4eb125a71580abc275151",
"body": "…231)\n\nCo-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>",
"is_bot": false,
"headline": "fix(tokenizer): point users at from_hf_hub on unknown model (#229) (#…",
"author_name": "Nishchay Mahor",
"author_login": "NishchayMahor",
"committed_at": "2026-06-01T10:50:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4c3c80d65bfa655c251c623e9a0866e849f59eb3",
"body": null,
"is_bot": false,
"headline": "Add to_openai reasoning format for AssistantMessage (#223)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-06-01T10:31:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5848ec0b56b621797283cef41e9f8e87d0e7deea",
"body": "* pin uv required-version and bump pre-commit hook\n\n* Update pyproject.toml",
"is_bot": false,
"headline": "Pin uv required-version and bump pre-commit hook (#228)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-05-22T10:20:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2145682b18ee26dc767db2d0f2a74c21b45a0b01",
"body": null,
"is_bot": false,
"headline": "Preserve zero OpenAI seed (#226)",
"author_name": "Pragnyan Ramtha",
"author_login": "pragnyanramtha",
"committed_at": "2026-05-18T15:51:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5693a4092b98828d68fac62d2fd44aa431b20165",
"body": null,
"is_bot": false,
"headline": "Raise multiple format of reasoning for from_openai (#224)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-05-07T18:38:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c356c3e907551ef028c4db6ecbed4ff64441e334",
"body": null,
"is_bot": false,
"headline": "Version 1.11.2 (#222)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-05-04T19:38:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cd4a72e4ed3089417ce46a64d3af25788bfe5c7d",
"body": "* Support reasoning content in AssistantMessage.from_openai\n\n* Handle more properly reasoning and reasoning_content\n\n* Handle tool openai def\n\n* Fix tests\n\n* Adjustments\n\n* Remove mutating of input\n\n* Fix test case\n\n* Update src/mistral_common/protocol/instruct/tool_calls.py\n\nCo-authored-by: Joachim Studnia <studniajoachim@gmail.com>\n\n* Add Function.from_openai\n\n---------\n\nCo-authored-by: Joachim Studnia <studniajoachim@gmail.com>",
"is_bot": false,
"headline": "Improve from openai methods (#221)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-05-04T17:44:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a62348e96a0d7cdfaed240b10e57e59c8ab0f445",
"body": null,
"is_bot": false,
"headline": "Add test and docstring to get_validator (#219)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-04-29T12:08:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e5fe9b0beb7d982e4207bbed38291566a5d22041",
"body": null,
"is_bot": false,
"headline": "Version 1.11.1 (#220)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-04-29T07:20:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "86b79ac14c44781085e61cf4a890a60811092371",
"body": "…lds (#217)\n\n* Make from_openai methods lenient by silently dropping unsupported fields\n\n* Remove from_openai, to_openai of ModelSettings\n\n* mypy\n\n* Refactor part of code to model_validate_ignore_extra\n\n* fix ci",
"is_bot": false,
"headline": "Make from_openai methods lenient by silently dropping unsupported fie…",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-04-28T08:06:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cdd334b9e69b8e625a10042979d47435791f7ffe",
"body": null,
"is_bot": false,
"headline": "Allow user after tool (#218)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-04-27T08:07:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "587745c34985bcce4b5ddf3e23b3d9a1b70ed671",
"body": null,
"is_bot": false,
"headline": "Fix docs (#216)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-04-27T08:05:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7843bc8e44bf98e61e4ba00b84c552dcd0d2d7ac",
"body": "* Update version to 1.11.0\n\n* Remove deprecations\n\n* fix test\n\n* Add back deprecation",
"is_bot": false,
"headline": "Update version to 1.11.0 (#206)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-04-01T13:47:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "450679cb3a609e9ebcff52f2cc175cb645d10b03",
"body": "* Add version_num property\n\n* Apply suggestion from @juliendenize\n\n* Update src/mistral_common/tokens/tokenizers/base.py",
"is_bot": false,
"headline": "Add version_num property (#203)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-04-01T12:18:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b81d6ed8fa28f6ce305a22936412f5f1443bdb71",
"body": "* Simplify AGENTS.md\n\n* add guidance",
"is_bot": false,
"headline": "Simplify AGENTS.md (#201)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-04-01T12:13:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b0e133ed3b43d4652826cda171817782b260d693",
"body": "* Add Mistral guidance\n\n* Refactor lark\n\n* Cache part of grammar\n\n* Add required and NamedToolChoice support\n\n* Expose llg tokenizer\n\n* Refactor tests to reduce LOC and handle json + emojis\n\n* Improve coverage\n\n* Refactor attributes to properties\n\n* mypy\n\n* Update json grammar\n\n* Use ids over str fo\n[…]\n Remove useless *args **kwargs\n\n* Remove LLM matcher\n\n* Use Enum instead of string\n\n* Apply suggestions from code review\n\nCo-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>",
"is_bot": false,
"headline": "Add Mistral guidance (#202)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-03-31T19:38:37Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "d49c4c394d6ec641a754d1b3f4179462f2a46a98",
"body": "* Improve tool choice\n\n* Apply suggestion from @juliendenize\n\n* mypy\n\n* mypy\n\n* fix\n\n* Improve tool choice typing\n\n* Fix doctest\n\n* Improve docstring",
"is_bot": false,
"headline": "Improve tool choice (#204)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-03-24T16:17:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "accfb26a37362f62a421e647009d4a5553a1321a",
"body": "* Version 1.10.0\n\n* Update src/mistral_common/tokens/tokenizers/mistral.py\n\n* mypy\n\n* Fix docs\n\n* Add strict back for BC\n\n* Fix loading model_settings_builder",
"is_bot": false,
"headline": "Version 1.10.0 (#200)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-03-13T10:04:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5be2a47e7dc1737ccf68bec1d819641a1586f889",
"body": "* Add v15 support\n\n* Add comment back\n\n* fix\n\n* typing_extensions for v10\n\n* Add validator\n\n* Parse ModelSettingsBuilder cleaner\n\n* Last comments",
"is_bot": false,
"headline": "Add v15 (#199)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-03-12T17:46:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f7f6bb6e15c1621a6b2be8392b6f0850d8f585a6",
"body": "* Add strict function calling support\n\n* Fix tests\n\n* Fix docstest\n\n* Fix docstest",
"is_bot": false,
"headline": "Add strict function calling support (#197)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-03-12T15:36:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "49700e5ee8b77814674fe10ae0def7bb8a803b13",
"body": "* WIP\n\n* WIP\n\n* WIP\n\n* up\n\nSigned-off-by: Patrick von Platen <patrick.v.platen@gmail.com>\n\n* WIP\n\n* up\n\nSigned-off-by: Patrick von Platen <patrick.v.platen@gmail.com>\n\n* up\n\nSigned-off-by: Patrick von Platen <patrick.v.platen@gmail.com>\n\n* WIP\n\n* WIP\n\n* up\n\nSigned-off-by: Patrick von Platen <patrick\n[…]\nom>\n\n---------\n\nSigned-off-by: Patrick von Platen <patrick.v.platen@gmail.com>\nCo-authored-by: Chen-Yo Sun <52187581+y123456y78@users.noreply.github.com>\nCo-authored-by: Andy Lo <andylolu24@gmail.com>",
"is_bot": false,
"headline": "[Speech Request] Add speech request (#196)",
"author_name": "Patrick von Platen",
"author_login": "patrickvonplaten",
"committed_at": "2026-03-05T11:24:34Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "4f279d69517fec16e8a2dece04469fdfea1645b0",
"body": "…unk (#192)\n\n* test: mock remaining network call in test_encode_invalid_audio_url_chunk\n\ntest_encode_invalid_audio_url_chunk made a live HTTP request to\nexample.com when testing the invalid URL error path. This is fragile\nas it depends on external availability and network conditions\n(e.g., SSL certi\n[…]\n Update tests/test_tokenizer_v7_audio.py\n\n---------\n\nCo-authored-by: abdelhadi703 <abdelhadi703@users.noreply.github.com>\nCo-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>",
"is_bot": false,
"headline": "test: mock remaining network call in test_encode_invalid_audio_url_ch…",
"author_name": "abdelhadi703",
"author_login": "abdelhadi703",
"committed_at": "2026-03-04T20:30:58Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "414e80206740690a2b6bc33cede2a396cb330d6c",
"body": "* Add Python 3.14 support\n\n* wip\n\n* Improve numpy dependencies support\n\n* Improve numpy dependencies support",
"is_bot": false,
"headline": "Add Python 3.14 support (#195)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-03-03T16:59:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cb90095216b154ae171306c3f5ab3e769a9dc8ab",
"body": null,
"is_bot": false,
"headline": "fix: typo in serve command help text (#189)",
"author_name": "framsouza",
"author_login": "framsouza",
"committed_at": "2026-02-23T11:37:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cab11e133618f098a4b33752d04e3e00d6206caf",
"body": "test_from_url made live HTTP requests to example.com and\ndownload.samplelib.com. On macOS with uv-managed Python, SSL cert\nverification fails before the request completes, causing the test to\nhit the wrong error branch and fail.\n\nBeyond the local failure, live network calls in unit tests are fragile\n[…]\nests.get raising RequestException\n- invalid content: mock a 200 response with HTML body\n- valid audio: mock a 200 response with a real wav file built in memory\n\nNo behavior changes to production code.",
"is_bot": false,
"headline": "test: mock network calls in test_from_url (#188)",
"author_name": "framsouza",
"author_login": "framsouza",
"committed_at": "2026-02-23T11:04:15Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "d0fa60db573b54994170e5e3551365bcbcbd45ae",
"body": "* Allow System Prompt with Audio for v13\n\n* wip\n\n* Apply comments suggestions",
"is_bot": false,
"headline": "Allow System Prompt with Audio for v13 (#184)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-02-12T19:03:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a54e57f16994ecf0b6149f262c3ca36d6489d512",
"body": "* WIP\n\n* WIP\n\n* up\n\nSigned-off-by: Patrick von Platen <patrick.v.platen@gmail.com>\n\n* WIP\n\n* up\n\nSigned-off-by: Patrick von Platen <patrick.v.platen@gmail.com>\n\n* up\n\nSigned-off-by: Patrick von Platen <patrick.v.platen@gmail.com>\n\n* up\n\nSigned-off-by: Patrick von Platen <patrick.v.platen@gmail.com>\n\n[…]\nvon Platen <patrick.v.platen@gmail.com>\n\n* WIP\n\n---------\n\nSigned-off-by: Patrick von Platen <patrick.v.platen@gmail.com>\nCo-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>",
"is_bot": false,
"headline": "[Audio] Refactor streaming logic (#187)",
"author_name": "Patrick von Platen",
"author_login": "patrickvonplaten",
"committed_at": "2026-02-12T10:50:37Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "af70112b847ad43c290c7c423009f3a810934ed6",
"body": "Co-authored-by: thecaptain789 <noreply@github.com>",
"is_bot": false,
"headline": "fix: correct typos 'occurence' and 'recieved' (#185)",
"author_name": "thecaptain789",
"author_login": "thecaptain789",
"committed_at": "2026-02-11T21:42:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "58bd44e4f86715b1edb1c9fcc812cab9e2d99df6",
"body": null,
"is_bot": false,
"headline": "Add AGENTS.md (#182)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-02-03T22:13:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e5f8f2454dca2f8ef811b0907998a6d3f39f4deb",
"body": "* Add public properties/methods for integrations.\n\n* add missing docstring\n\n* Revert StrEnum\n\n* Remove unused arg from mypy\n\n* Fix str special token policy\n\n* wip\n\n* Apply suggestions from code review",
"is_bot": false,
"headline": "Enhance accessibility (#176)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-01-29T17:09:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "11fe616cc42c5b8a018b2b3014b62d06cf4626f5",
"body": "* Fix image tests with downloads\n\n* fix\n\n* Higher tolerance\n\n* wip",
"is_bot": false,
"headline": "Fix image tests with downloads (#181)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2026-01-29T16:35:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "87ff382e875931110d2947d5756db81431571812",
"body": "* WIP\n\n* uP\n\n* uP\n\n* Apply suggestions from code review\n\nCo-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>\n\n* WIP\n\n* up\n\nSigned-off-by: Patrick von Platen <patrick.v.platen@gmail.com>\n\n* WIP\n\n* up\n\nSigned-off-by: Patrick von Platen <patrick.v.platen@gmail.com>\n\n* WIP\n\n---------\n\nSigned-off-by: Patrick von Platen <patrick.v.platen@gmail.com>\nCo-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>",
"is_bot": false,
"headline": "Release v1.9.0 - Audio streaming (#179)",
"author_name": "Patrick von Platen",
"author_login": "patrickvonplaten",
"committed_at": "2026-01-29T00:26:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "55c72f57b75d5453333ab74ccc59c448edd5cb6a",
"body": null,
"is_bot": false,
"headline": "pass in audio encoder (#180)",
"author_name": "Amos You",
"author_login": "amosyou",
"committed_at": "2026-01-28T09:39:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "907d3a1006857af7eb742025080581189fc7df8e",
"body": "* WIP\n\n* uP\n\n* uP\n\n* Apply suggestions from code review\n\nCo-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>",
"is_bot": false,
"headline": "[Audio] Improve padding for streaming (#177)",
"author_name": "Patrick von Platen",
"author_login": "patrickvonplaten",
"committed_at": "2026-01-23T11:22:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c2c643a44e661b71a1eb99cdf47cd4ed979c5ac7",
"body": "* WIP\n\n* WIP\n\n* WIP\n\n* WIP\n\n* WIP\n\n* uP\n\n* uP\n\n* WIP\n\n* uP\n\n* uP\n\n* WIP\n\n* WIP",
"is_bot": false,
"headline": "[Audio] Update padding (#175)",
"author_name": "Patrick von Platen",
"author_login": "patrickvonplaten",
"committed_at": "2026-01-05T09:19:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "661da1d640ab0067988b3ecab2f7639edb030896",
"body": null,
"is_bot": false,
"headline": "Release 1.8.8 (#174)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-12-22T10:50:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "271929768d4ff353259054f3824dbf1311913468",
"body": null,
"is_bot": false,
"headline": "uP (#173)",
"author_name": "Patrick von Platen",
"author_login": "patrickvonplaten",
"committed_at": "2025-12-22T10:44:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "40e17667c699538a631a201b97e17ed800d4e99e",
"body": "* WIP\n\n* uP\n\n* uP\n\n* uP\n\n* WIP\n\n* uP\n\n* uP\n\n* uP\n\n* uP\n\n* uP\n\n* uP\n\n* Apply suggestions from code review\n\nCo-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>\n\n* uP\n\n* uP\n\n* Update src/mistral_common/tokens/tokenizers/audio.py\n\nCo-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>",
"is_bot": false,
"headline": "Add new token logic asrstr (#172)",
"author_name": "Patrick von Platen",
"author_login": "patrickvonplaten",
"committed_at": "2025-12-22T10:12:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bd80f0ec54db15c5c1bfd0edeb3ea769cad2b3be",
"body": null,
"is_bot": false,
"headline": "Release 1.8.7 (#171)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-12-21T09:49:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2029c9cb0216cf50bd70d79058bf611fb949550c",
"body": "* Add TextChunk support to ToolMessage\n\n* Factorize code\n\n* Fixes\n\n* Use CHUNK_JOIN_STR for normalization",
"is_bot": false,
"headline": "Add TextChunk support to ToolMessage (#170)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-12-19T19:42:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "543f13c045c1618e3f0781cd7590ddb2f698976d",
"body": "* Up\n\n* uP-\n\n* uP-\n\n* Apply suggestions from code review\n\n* Apply suggestions from code review\n\n* uP-\n\n* Update src/mistral_common/tokens/tokenizers/sentencepiece.py\n\n* uP-\n\n* uP-\n\n* WIP",
"is_bot": false,
"headline": "Rename get control -> to get special & add is_special (#164)",
"author_name": "Patrick von Platen",
"author_login": "patrickvonplaten",
"committed_at": "2025-12-11T18:24:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f4dff9b8034701975f3476f4d0eb492a80a5869f",
"body": "This avoids Pydantic validation errors (extra_forbidden: index) in mistral_common when tools-aware clients replay OpenAI-style tool call messages.",
"is_bot": false,
"headline": "Remove the index field from assistant tool_calls. (#165)",
"author_name": "Tobrun",
"author_login": "tobrun",
"committed_at": "2025-12-11T16:47:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c9c189c82084889d8ebf6f433e14cbba867b56f9",
"body": null,
"is_bot": false,
"headline": "Set version 1.8.6 (#151)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-11-30T21:56:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ea5f75b6144bbbc220048a62845d1a90f8d59998",
"body": null,
"is_bot": false,
"headline": "Improve tekken logging message for vocabulary (#162)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-11-27T13:56:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b77ee926b2a27ea54e3e2390cc669f22948d5108",
"body": null,
"is_bot": false,
"headline": "Add usage restrictions regarding third-party rights. (#161)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-11-21T11:07:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1679ec4c5bf29faf6353a71593188ac2e69aee93",
"body": null,
"is_bot": false,
"headline": "Pins GH actions (#160)",
"author_name": "Maël Nison",
"author_login": "arcanis",
"committed_at": "2025-11-17T15:11:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b9e3bc05419986b9d57713f32780cb214f64e899",
"body": null,
"is_bot": false,
"headline": "Fix assertion in test_convert_text_chunk and tool_call (#152)",
"author_name": "Patrick von Platen",
"author_login": "patrickvonplaten",
"committed_at": "2025-11-14T08:28:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "761b5147c253cdcc6ba45f0790ff92c5ebe55a8c",
"body": null,
"is_bot": false,
"headline": "Correctly pass token to hf_api (#149)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-11-10T14:08:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "64c8250bef80eccf10f541aec10b0cc1b0996dd9",
"body": "* Remove Python 3.9 support\n\n* Fix typing issue\n\n* Fix\n\n* Fix issue from merge",
"is_bot": false,
"headline": "Remove Python 3.9 support (#145)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-10-28T12:11:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "439c9d591db71511874144d799e613cb7bbf3834",
"body": "* Add get_one_valid_tokenizer_file\n\n* Improve docstring",
"is_bot": false,
"headline": "Add get_one_valid_tokenizer_file (#142)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-10-27T09:11:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3312a28a7af8966b977d766d738e695241532833",
"body": null,
"is_bot": false,
"headline": "Optimize spm decode (#144)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-10-27T09:10:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b0888f4cfe4584fd39ff8b56166205dd2458e64e",
"body": "* test: add unit test for is_opencv_installed covering import success and failure\n\n* Apply suggestions from code review\n\n* Add return type\n\n---------\n\nCo-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>\nCo-authored-by: Julien Denize <julien.denize@mistral.ai>",
"is_bot": false,
"headline": "test: improve unit test for is_opencv_installed (#143)",
"author_name": "Ichan",
"author_login": "PrasanaaV",
"committed_at": "2025-10-24T13:39:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6541a3db0e2eeb044629774c686ccea5872e223d",
"body": "* Refactor private _aggregate_messages method for InstructRequestNormalizer\n\n* Refactor private _aggregate_system_prompt from InstructRequestNormalizer",
"is_bot": false,
"headline": "Refactor private aggregate messages for InstructRequestNormalizer (#141)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-10-07T13:08:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a0a22c7814eab3c831f6d858ccff860349202244",
"body": null,
"is_bot": false,
"headline": "Add normalizer and validator utils (#140)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-10-06T15:16:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f88454face1d2b4ae062ca53b7b0272cee6d4511",
"body": null,
"is_bot": false,
"headline": "Remove deprecated imports in docs. (#138)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-09-23T15:27:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5921a0331f4e5f014dfa74ee4521add665b6c046",
"body": null,
"is_bot": false,
"headline": "v1.8.5 (#137)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-09-12T06:32:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c6bf1b18be1f7de644f62f888068226baab64ab7",
"body": null,
"is_bot": false,
"headline": "Add test empty content for AssistantMessage v7 (#136)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-09-12T06:28:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2793caaf7c3c101e125127f56351d9bda78a243c",
"body": null,
"is_bot": false,
"headline": "allow message content to be empty string (#135)",
"author_name": "Ming Fang",
"author_login": "mingfang",
"committed_at": "2025-09-11T20:28:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e049131aec85d51e970ec55a0f20785a084fe607",
"body": "* Add chunk file\n\n* Fix\n\n* Fix\n\n* Deprecate imports\n\n* Use union over |\n\n* Add tests\n\n* nit\n\n* refactor\n\n* fix\n\n* typo\n\n* nit\n\n* fix import",
"is_bot": false,
"headline": "Add chunk file (#129)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-09-11T20:27:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5a020d591b30acc9c4700f87d0e9a9a71064763e",
"body": null,
"is_bot": false,
"headline": "Remove responses and Embedding. Add transcription docs (#133)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-08-25T16:48:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e4af50510c3263e290ea515b6815b11863dc79f7",
"body": null,
"is_bot": false,
"headline": "Make model field optional (#128)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-08-25T16:44:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "51e3728c7cc830ab090faefe4bf0aff94d6a921f",
"body": null,
"is_bot": false,
"headline": "v1.8.4 (#132)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-08-20T07:20:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e36fc5cc8c01dd746b80a4b549c6b2ca3ba1e401",
"body": "…131)",
"is_bot": false,
"headline": "feat: allow random padding on ChatCompletionResponseStreamResponse (#…",
"author_name": "Alexandre Abou Chahine",
"author_login": "aac228",
"committed_at": "2025-08-19T14:53:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "38ab6d4b15e67a8d284c1d98253f989e52819320",
"body": "* Add pre_commit, improve docs\n\n* Add permissions\n\n* Update README.md\n\n* Update .github/workflows/lint_build_test.yaml\n\n* Update .github/workflows/lint_build_test.yaml\n\n* Update .github/workflows/lint_build_test.yaml",
"is_bot": false,
"headline": "Improve UX for contributing (#127)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-08-03T15:27:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d6d380a7fdeab2456c22400bfdc81c5210a78313",
"body": "* Make sentencepiece optional and refactor optional imports\n\n* Add all optional dependency\n\n* Fix error messages\n\n* Revert\n\n* Format\n\n* Format\n\n* Remove irrelevant test case\n\n* Fix is_opencv_installed\n\n* Add noqa\n\n* Refactor error message",
"is_bot": false,
"headline": "Make sentencepiece optional and refactor optional imports (#126)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-07-31T08:29:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "05b2c735980cf9dde1a223628187f72bd65572d7",
"body": null,
"is_bot": false,
"headline": "Update experimental.md (#124)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-07-25T16:47:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f47fb1674b0d670d2c49499e731641178d5045a6",
"body": "* v1.8.3\n\n* lock",
"is_bot": false,
"headline": "v1.8.3 (#123)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-07-25T15:53:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10b44c0a5f9cc1ea2f6a86e990e5a72c05509c95",
"body": "* app\n\n* wip\n\n* wip: add tests and refactor\n\n* Update main.py\n\n* Update main.py\n\n* format\n\n* wip: remove encode txt routes\n\n* wip\n\n* wip\n\n* wip: tool calls\n\n* clean\n\n* clean\n\n* clean\n\n* refactor\n\n* refactor\n\n* refactor\n\n* clean\n\n* Add think parser\n\n* refactor\n\n* Add comment\n\n* Move to experimental\n\n\n[…]\nnerate root\n\n* lint\n\n* Refactor\n\n* Add request validation\n\n* fix click option\n\n* Documentation\n\n* wip\n\n* force tokenizer load at start\n\n* format\n\n* apply review\n\n* apply review\n\n* nits\n\n* nits\n\n* nits",
"is_bot": false,
"headline": "Add a FastAPI app (#113)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-07-25T15:24:11Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "4b5564211e78a645242c4c3c5c935dfd02837566",
"body": "* Add ThinkChunk\n\n* refactor\n\n* aggregate\n\n* lint format\n\n* Add ThinkChunk to system message\n\n* clean\n\n* mypy\n\n* Update src/mistral_common/tokens/tokenizers/instruct.py\n\n* refactor\n\n* refactor\n\n* refactor\n\n* Add encode_content_chunk\n\n* refactor system aggregation\n\n* clean\n\n* clean\n\n* fix\n\n* Add UserContentChunk\n\n* clean\n\n* clean\n\n* clean\n\n* clean\n\n* clean\n\n* clean\n\n* upgrade version\n\n* lock",
"is_bot": false,
"headline": "Add think chunk (#122)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-07-23T09:52:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a153ac8116b20e892814284270525a1912e3c9f4",
"body": "* wip\n\n* wip\n\n* wip\n\n* wip\n\n* wip\n\n* wip\n\n* Update src/mistral_common/tokens/tokenizers/audio.py\n\n* Update src/mistral_common/tokens/tokenizers/audio.py\n\n* wip\n\n* upgrade version\n\n* clean\n\n* clean\n\n* Update tests/test_converters.py\n\n* clean",
"is_bot": false,
"headline": "Add AudioURLChunk (#120)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-07-16T10:58:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d201d12549341c04950d1ac61db76213528aaf2d",
"body": "* WIP\n\n* clean\n\n* clean\n\n* clean\n\n* clean\n\n* WIP\n\n* WIP\n\n* WIP\n\n* WIP\n\n* WIP\n\n* WIP\n\n* WIP\n\n* WIP\n\n* WIP\n\n* clean\n\n* clean\n\n* WIP\n\n* clean\n\n* WIP\n\n* WIP\n\n* WIP\n\n* WIP\n\n* WIP\n\n* WIP\n\n* clean\n\n* clean\n\n* clean\n\n* clean\n\n* WIP\n\n* WIP\n\n* WIP\n\n* WIP\n\n* WIP\n\n* WIP\n\n* WIP\n\n* WIP\n\n* WIP\n\n* clean\n\n* WIP\n\n* W\n[…]\nJulien Denize <40604584+juliendenize@users.noreply.github.com>\n\n* up\n\n* clean\n\n* clean\n\n* WIP\n\n* clean\n\n* WIP\n\n---------\n\nCo-authored-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>",
"is_bot": false,
"headline": "[Audio] Add audio (#119)",
"author_name": "Patrick von Platen",
"author_login": "patrickvonplaten",
"committed_at": "2025-07-15T09:34:23Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "6e4070b9538da24af1d771fef37958b2aa201ea6",
"body": "* clean\n\n* Remove mypy cache during build and change deprecation version\n\n---------\n\nCo-authored-by: Julien Denize <julien.denize@mistral.ai>",
"is_bot": false,
"headline": "1.7.0 Release (#118)",
"author_name": "Patrick von Platen",
"author_login": "patrickvonplaten",
"committed_at": "2025-07-09T16:04:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "44ba7f6bb64cf18717c6564ea598adf26ca579af",
"body": "* v1.6.4\n\n* lock file",
"is_bot": false,
"headline": "v1.6.4 (#117)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-07-09T14:58:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "039465db2bdc0486df36365c9bdb428188482a18",
"body": "* v13\n\n* update typing\n\n* mypy again\n\n* ignore\n\n* v13_1\n\n* wip\n\n* clean\n\n---------\n\nCo-authored-by: Joachim Studnia <joachim@mistral.ai>",
"is_bot": false,
"headline": "Add v13 Tokenizer (#116)",
"author_name": "Julien Denize",
"author_login": "juliendenize",
"committed_at": "2025-07-04T09:40:25Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 39,
"commits_last_year": 91,
"latest_release_at": "2026-07-23T09:24:19Z",
"latest_release_tag": "v1.11.7",
"releases_from_tags": false,
"days_since_last_push": 2,
"active_weeks_last_year": 34,
"days_since_latest_release": 3,
"mean_days_between_releases": 17.9
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 37,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "mistral_common",
"exists": true,
"license": "Apache-2.0",
"keywords": [],
"ecosystem": "pypi",
"matches_repo": null,
"registry_url": "https://pypi.org/project/mistral_common/",
"is_deprecated": false,
"latest_version": "1.11.7",
"repository_url": null,
"versions_count": 49,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2024-04-17T13:42:59.947331Z",
"latest_published_at": "2026-07-23T09:21:19.818185Z",
"latest_version_yanked": null,
"days_since_latest_publish": 3
}
]
},
"popularity": {
"forks": 155,
"stars": 923,
"watchers": 28,
"fork_history": {
"days": [
{
"date": "2024-04-17",
"count": 3
},
{
"date": "2024-04-18",
"count": 9
},
{
"date": "2024-04-22",
"count": 1
},
{
"date": "2024-04-23",
"count": 1
},
{
"date": "2024-04-24",
"count": 1
},
{
"date": "2024-04-27",
"count": 1
},
{
"date": "2024-04-29",
"count": 2
},
{
"date": "2024-05-02",
"count": 1
},
{
"date": "2024-05-10",
"count": 1
},
{
"date": "2024-05-22",
"count": 1
},
{
"date": "2024-05-23",
"count": 1
},
{
"date": "2024-05-24",
"count": 1
},
{
"date": "2024-06-03",
"count": 1
},
{
"date": "2024-06-07",
"count": 1
},
{
"date": "2024-06-08",
"count": 1
},
{
"date": "2024-06-10",
"count": 1
},
{
"date": "2024-06-11",
"count": 1
},
{
"date": "2024-06-23",
"count": 1
},
{
"date": "2024-06-26",
"count": 1
},
{
"date": "2024-07-08",
"count": 1
},
{
"date": "2024-07-24",
"count": 1
},
{
"date": "2024-07-25",
"count": 1
},
{
"date": "2024-08-02",
"count": 1
},
{
"date": "2024-08-05",
"count": 1
},
{
"date": "2024-08-13",
"count": 1
},
{
"date": "2024-08-14",
"count": 1
},
{
"date": "2024-08-23",
"count": 2
},
{
"date": "2024-08-30",
"count": 1
},
{
"date": "2024-09-03",
"count": 1
},
{
"date": "2024-09-11",
"count": 1
},
{
"date": "2024-09-12",
"count": 4
},
{
"date": "2024-09-18",
"count": 1
},
{
"date": "2024-09-20",
"count": 2
},
{
"date": "2024-09-23",
"count": 2
},
{
"date": "2024-10-01",
"count": 1
},
{
"date": "2024-10-08",
"count": 1
},
{
"date": "2024-10-17",
"count": 2
},
{
"date": "2024-10-19",
"count": 1
},
{
"date": "2024-10-22",
"count": 1
},
{
"date": "2024-10-23",
"count": 1
},
{
"date": "2024-10-24",
"count": 1
},
{
"date": "2024-10-25",
"count": 2
},
{
"date": "2024-11-01",
"count": 1
},
{
"date": "2024-11-20",
"count": 1
},
{
"date": "2024-11-25",
"count": 1
},
{
"date": "2025-01-01",
"count": 1
},
{
"date": "2025-02-08",
"count": 1
},
{
"date": "2025-02-10",
"count": 1
},
{
"date": "2025-02-12",
"count": 1
},
{
"date": "2025-02-27",
"count": 1
},
{
"date": "2025-03-18",
"count": 1
},
{
"date": "2025-03-19",
"count": 2
},
{
"date": "2025-04-09",
"count": 1
},
{
"date": "2025-04-26",
"count": 1
},
{
"date": "2025-05-07",
"count": 1
},
{
"date": "2025-05-19",
"count": 1
},
{
"date": "2025-05-24",
"count": 1
},
{
"date": "2025-05-28",
"count": 1
},
{
"date": "2025-06-05",
"count": 3
},
{
"date": "2025-06-09",
"count": 1
},
{
"date": "2025-06-13",
"count": 2
},
{
"date": "2025-06-21",
"count": 1
},
{
"date": "2025-06-23",
"count": 1
},
{
"date": "2025-06-25",
"count": 1
},
{
"date": "2025-06-27",
"count": 1
},
{
"date": "2025-07-05",
"count": 1
},
{
"date": "2025-07-18",
"count": 1
},
{
"date": "2025-07-19",
"count": 1
},
{
"date": "2025-08-06",
"count": 2
},
{
"date": "2025-08-12",
"count": 1
},
{
"date": "2025-08-19",
"count": 1
},
{
"date": "2025-08-30",
"count": 1
},
{
"date": "2025-09-02",
"count": 1
},
{
"date": "2025-09-08",
"count": 1
},
{
"date": "2025-09-10",
"count": 2
},
{
"date": "2025-09-18",
"count": 1
},
{
"date": "2025-09-19",
"count": 1
},
{
"date": "2025-09-21",
"count": 1
},
{
"date": "2025-09-30",
"count": 1
},
{
"date": "2025-10-18",
"count": 1
},
{
"date": "2025-10-22",
"count": 1
},
{
"date": "2025-11-13",
"count": 1
},
{
"date": "2025-11-14",
"count": 1
},
{
"date": "2025-12-10",
"count": 1
},
{
"date": "2025-12-11",
"count": 2
},
{
"date": "2025-12-12",
"count": 1
},
{
"date": "2025-12-14",
"count": 1
},
{
"date": "2025-12-15",
"count": 2
},
{
"date": "2025-12-16",
"count": 1
},
{
"date": "2025-12-17",
"count": 2
},
{
"date": "2025-12-31",
"count": 1
},
{
"date": "2026-01-14",
"count": 1
},
{
"date": "2026-01-20",
"count": 1
},
{
"date": "2026-01-23",
"count": 2
},
{
"date": "2026-01-27",
"count": 2
},
{
"date": "2026-01-28",
"count": 1
},
{
"date": "2026-01-29",
"count": 1
},
{
"date": "2026-02-03",
"count": 1
},
{
"date": "2026-02-07",
"count": 1
},
{
"date": "2026-02-21",
"count": 1
},
{
"date": "2026-03-01",
"count": 1
},
{
"date": "2026-03-02",
"count": 2
},
{
"date": "2026-03-03",
"count": 1
},
{
"date": "2026-03-30",
"count": 1
},
{
"date": "2026-04-18",
"count": 1
},
{
"date": "2026-05-01",
"count": 1
},
{
"date": "2026-05-17",
"count": 1
},
{
"date": "2026-05-23",
"count": 1
},
{
"date": "2026-05-25",
"count": 1
},
{
"date": "2026-05-28",
"count": 1
},
{
"date": "2026-06-03",
"count": 1
},
{
"date": "2026-06-13",
"count": 2
},
{
"date": "2026-06-15",
"count": 2
},
{
"date": "2026-06-18",
"count": 1
},
{
"date": "2026-06-19",
"count": 1
},
{
"date": "2026-06-20",
"count": 1
},
{
"date": "2026-06-23",
"count": 1
},
{
"date": "2026-06-24",
"count": 1
},
{
"date": "2026-07-06",
"count": 1
},
{
"date": "2026-07-12",
"count": 1
},
{
"date": "2026-07-17",
"count": 1
},
{
"date": "2026-07-20",
"count": 1
}
],
"complete": true,
"collected": 155,
"total_forks": 155
},
"star_history": null,
"open_issues_and_prs": 9
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples",
"samples"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"src/mistral_common/py.typed"
],
"toolchain_manifests": [],
"largest_source_bytes": 82486,
"source_files_sampled": 124,
"oversized_source_files": 3,
"agent_instruction_files": [
"AGENTS.md"
],
"agent_instruction_max_bytes": 7624
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 21,
"malicious_count": 0,
"assessed_package": "pypi:mistral_common@1.11.7",
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "pydantic",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.7,<3.0"
},
{
"name": "pydantic",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.12,<3.0"
},
{
"name": "jsonschema",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=4.21.1"
},
{
"name": "typing-extensions",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=4.11.0"
},
{
"name": "tiktoken",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.7.0"
},
{
"name": "tiktoken",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.12.0"
},
{
"name": "pillow",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=10.3.0"
},
{
"name": "requests",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.0.0"
},
{
"name": "numpy",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.25,<2.4"
},
{
"name": "numpy",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.25"
},
{
"name": "pydantic-extra-types",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.10.5"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "jsonschema",
"direct": true,
"version": "4.24.0",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": true,
"version": "2.2.6",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": true,
"version": "2.4.2",
"ecosystem": "pypi"
},
{
"name": "pillow",
"direct": true,
"version": "11.3.0",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": true,
"version": "2.11.7",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": true,
"version": "2.12.5",
"ecosystem": "pypi"
},
{
"name": "pydantic-extra-types",
"direct": true,
"version": "2.10.5",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": true,
"version": "2.32.4",
"ecosystem": "pypi"
},
{
"name": "tiktoken",
"direct": true,
"version": "0.12.0",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": true,
"version": "4.14.1",
"ecosystem": "pypi"
},
{
"name": "annotated-doc",
"direct": false,
"version": "0.0.4",
"ecosystem": "pypi"
},
{
"name": "annotated-types",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": false,
"version": "4.9.0",
"ecosystem": "pypi"
},
{
"name": "attrs",
"direct": false,
"version": "25.3.0",
"ecosystem": "pypi"
},
{
"name": "babel",
"direct": false,
"version": "2.17.0",
"ecosystem": "pypi"
},
{
"name": "backrefs",
"direct": false,
"version": "5.9",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2025.7.14",
"ecosystem": "pypi"
},
{
"name": "cffi",
"direct": false,
"version": "1.17.1",
"ecosystem": "pypi"
},
{
"name": "cfgv",
"direct": false,
"version": "3.4.0",
"ecosystem": "pypi"
},
{
"name": "chardet",
"direct": false,
"version": "5.2.0",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.2",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.2.1",
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": "0.4.6",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.9.2",
"ecosystem": "pypi"
},
{
"name": "diff-cover",
"direct": false,
"version": "9.5.0",
"ecosystem": "pypi"
},
{
"name": "distlib",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "distro",
"direct": false,
"version": "1.9.0",
"ecosystem": "pypi"
},
{
"name": "dnspython",
"direct": false,
"version": "2.7.0",
"ecosystem": "pypi"
},
{
"name": "email-validator",
"direct": false,
"version": "2.2.0",
"ecosystem": "pypi"
},
{
"name": "exceptiongroup",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "fastapi",
"direct": false,
"version": "0.135.1",
"ecosystem": "pypi"
},
{
"name": "fastapi-cli",
"direct": false,
"version": "0.0.8",
"ecosystem": "pypi"
},
{
"name": "fastapi-cloud-cli",
"direct": false,
"version": "0.1.4",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.18.0",
"ecosystem": "pypi"
},
{
"name": "fsspec",
"direct": false,
"version": "2025.7.0",
"ecosystem": "pypi"
},
{
"name": "ghp-import",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "griffe",
"direct": false,
"version": "1.7.3",
"ecosystem": "pypi"
},
{
"name": "h11",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "hf-xet",
"direct": false,
"version": "1.3.2",
"ecosystem": "pypi"
},
{
"name": "httpcore",
"direct": false,
"version": "1.0.9",
"ecosystem": "pypi"
},
{
"name": "httptools",
"direct": false,
"version": "0.6.4",
"ecosystem": "pypi"
},
{
"name": "httpx",
"direct": false,
"version": "0.28.1",
"ecosystem": "pypi"
},
{
"name": "huggingface-hub",
"direct": false,
"version": "1.5.0",
"ecosystem": "pypi"
},
{
"name": "identify",
"direct": false,
"version": "2.6.12",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.10",
"ecosystem": "pypi"
},
{
"name": "iniconfig",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "jinja2",
"direct": false,
"version": "3.1.6",
"ecosystem": "pypi"
},
{
"name": "jiter",
"direct": false,
"version": "0.10.0",
"ecosystem": "pypi"
},
{
"name": "jsonschema-specifications",
"direct": false,
"version": "2025.4.1",
"ecosystem": "pypi"
},
{
"name": "llguidance",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "markdown",
"direct": false,
"version": "3.8.2",
"ecosystem": "pypi"
},
{
"name": "markdown-it-py",
"direct": false,
"version": "3.0.0",
"ecosystem": "pypi"
},
{
"name": "markupsafe",
"direct": false,
"version": "3.0.2",
"ecosystem": "pypi"
},
{
"name": "mdurl",
"direct": false,
"version": "0.1.2",
"ecosystem": "pypi"
},
{
"name": "mergedeep",
"direct": false,
"version": "1.3.4",
"ecosystem": "pypi"
},
{
"name": "mistral-common",
"direct": false,
"version": "1.11.7",
"ecosystem": "pypi"
},
{
"name": "mkdocs",
"direct": false,
"version": "1.6.1",
"ecosystem": "pypi"
},
{
"name": "mkdocs-autorefs",
"direct": false,
"version": "1.4.2",
"ecosystem": "pypi"
},
{
"name": "mkdocs-gen-files",
"direct": false,
"version": "0.5.0",
"ecosystem": "pypi"
},
{
"name": "mkdocs-get-deps",
"direct": false,
"version": "0.2.0",
"ecosystem": "pypi"
},
{
"name": "mkdocs-literate-nav",
"direct": false,
"version": "0.6.2",
"ecosystem": "pypi"
},
{
"name": "mkdocs-material",
"direct": false,
"version": "9.6.15",
"ecosystem": "pypi"
},
{
"name": "mkdocs-material-extensions",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "mkdocstrings",
"direct": false,
"version": "0.29.1",
"ecosystem": "pypi"
},
{
"name": "mkdocstrings-python",
"direct": false,
"version": "1.16.12",
"ecosystem": "pypi"
},
{
"name": "mypy",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "mypy-extensions",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "mypy-protobuf",
"direct": false,
"version": "3.6.0",
"ecosystem": "pypi"
},
{
"name": "nodeenv",
"direct": false,
"version": "1.9.1",
"ecosystem": "pypi"
},
{
"name": "openai",
"direct": false,
"version": "1.96.1",
"ecosystem": "pypi"
},
{
"name": "opencv-python-headless",
"direct": false,
"version": "4.11.0.86",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "25.0",
"ecosystem": "pypi"
},
{
"name": "paginate",
"direct": false,
"version": "0.5.7",
"ecosystem": "pypi"
},
{
"name": "pathspec",
"direct": false,
"version": "0.12.1",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.3.8",
"ecosystem": "pypi"
},
{
"name": "pluggy",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "pre-commit",
"direct": false,
"version": "4.2.0",
"ecosystem": "pypi"
},
{
"name": "protobuf",
"direct": false,
"version": "6.31.1",
"ecosystem": "pypi"
},
{
"name": "pycountry",
"direct": false,
"version": "24.6.1",
"ecosystem": "pypi"
},
{
"name": "pycparser",
"direct": false,
"version": "2.22",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.33.2",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.41.5",
"ecosystem": "pypi"
},
{
"name": "pydantic-settings",
"direct": false,
"version": "2.10.1",
"ecosystem": "pypi"
},
{
"name": "pygments",
"direct": false,
"version": "2.19.2",
"ecosystem": "pypi"
},
{
"name": "pymdown-extensions",
"direct": false,
"version": "10.16",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": "8.4.1",
"ecosystem": "pypi"
},
{
"name": "pytest-cov",
"direct": false,
"version": "6.2.1",
"ecosystem": "pypi"
},
{
"name": "python-dateutil",
"direct": false,
"version": "2.9.0.post0",
"ecosystem": "pypi"
},
{
"name": "python-dotenv",
"direct": false,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "python-multipart",
"direct": false,
"version": "0.0.20",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": "6.0.3",
"ecosystem": "pypi"
},
{
"name": "pyyaml-env-tag",
"direct": false,
"version": "1.1",
"ecosystem": "pypi"
},
{
"name": "referencing",
"direct": false,
"version": "0.36.2",
"ecosystem": "pypi"
},
{
"name": "regex",
"direct": false,
"version": "2026.5.9",
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": false,
"version": "14.0.0",
"ecosystem": "pypi"
},
{
"name": "rich-toolkit",
"direct": false,
"version": "0.14.8",
"ecosystem": "pypi"
},
{
"name": "rignore",
"direct": false,
"version": "0.6.2",
"ecosystem": "pypi"
},
{
"name": "rpds-py",
"direct": false,
"version": "0.26.0",
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": "0.12.3",
"ecosystem": "pypi"
},
{
"name": "safetensors",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "sentencepiece",
"direct": false,
"version": "0.2.1",
"ecosystem": "pypi"
},
{
"name": "sentry-sdk",
"direct": false,
"version": "2.33.0",
"ecosystem": "pypi"
},
{
"name": "shellingham",
"direct": false,
"version": "1.5.4",
"ecosystem": "pypi"
},
{
"name": "six",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "sniffio",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "soundfile",
"direct": false,
"version": "0.13.1",
"ecosystem": "pypi"
},
{
"name": "soxr",
"direct": false,
"version": "0.5.0.post1",
"ecosystem": "pypi"
},
{
"name": "starlette",
"direct": false,
"version": "0.47.1",
"ecosystem": "pypi"
},
{
"name": "tokenizers",
"direct": false,
"version": "0.22.2",
"ecosystem": "pypi"
},
{
"name": "tomli",
"direct": false,
"version": "2.2.1",
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": false,
"version": "4.67.1",
"ecosystem": "pypi"
},
{
"name": "transformers",
"direct": false,
"version": "5.8.0",
"ecosystem": "pypi"
},
{
"name": "typer",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "types-jsonschema",
"direct": false,
"version": "4.24.0.20250708",
"ecosystem": "pypi"
},
{
"name": "types-pillow",
"direct": false,
"version": "10.2.0.20240822",
"ecosystem": "pypi"
},
{
"name": "types-protobuf",
"direct": false,
"version": "6.30.2.20250703",
"ecosystem": "pypi"
},
{
"name": "types-requests",
"direct": false,
"version": "2.32.4.20250611",
"ecosystem": "pypi"
},
{
"name": "typing-inspection",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.5.0",
"ecosystem": "pypi"
},
{
"name": "uvicorn",
"direct": false,
"version": "0.35.0",
"ecosystem": "pypi"
},
{
"name": "uvloop",
"direct": false,
"version": "0.21.0",
"ecosystem": "pypi"
},
{
"name": "uvloop",
"direct": false,
"version": "0.22.1",
"ecosystem": "pypi"
},
{
"name": "virtualenv",
"direct": false,
"version": "20.32.0",
"ecosystem": "pypi"
},
{
"name": "watchdog",
"direct": false,
"version": "6.0.0",
"ecosystem": "pypi"
},
{
"name": "watchfiles",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "websockets",
"direct": false,
"version": "15.0.1",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 126,
"direct_count": 10,
"indirect_count": 116
}
},
"maintainership": {
"issues": {
"open_prs": 8,
"merged_prs": 167,
"open_issues": 1,
"closed_ratio": 0.981,
"closed_issues": 53,
"closed_unmerged_prs": 44
},
"bus_factor": 2,
"bot_contributors": 0,
"top_contributors": [
{
"type": "User",
"login": "patrickvonplaten",
"commits": 140,
"avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4"
},
{
"type": "User",
"login": "juliendenize",
"commits": 113,
"avatar_url": "https://avatars.githubusercontent.com/u/40604584?v=4"
},
{
"type": "User",
"login": "jean-malo",
"commits": 11,
"avatar_url": "https://avatars.githubusercontent.com/u/56539593?v=4"
},
{
"type": "User",
"login": "pandora-s-git",
"commits": 9,
"avatar_url": "https://avatars.githubusercontent.com/u/128635000?v=4"
},
{
"type": "User",
"login": "Bam4d",
"commits": 9,
"avatar_url": "https://avatars.githubusercontent.com/u/1370765?v=4"
},
{
"type": "User",
"login": "jhchabran",
"commits": 6,
"avatar_url": "https://avatars.githubusercontent.com/u/10151?v=4"
},
{
"type": "User",
"login": "CharlesCNorton",
"commits": 5,
"avatar_url": "https://avatars.githubusercontent.com/u/135471798?v=4"
},
{
"type": "User",
"login": "gaby",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/835733?v=4"
},
{
"type": "User",
"login": "sarathfrancis90",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/9289498?v=4"
},
{
"type": "User",
"login": "djsaunde",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/1245942?v=4"
}
],
"contributors_sampled": 33,
"top_contributor_share": 0.419
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"docs.yaml",
"lint_build_test.yaml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"security_signals": {
"lockfiles": [
"uv.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": null,
"reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 10,
"reason": "30 out of 30 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 24/30 approved changesets -- score normalized to 8",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 5 contributing companies or organizations",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 0,
"reason": "no 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": 10,
"reason": "all dependencies are pinned",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 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": 0,
"reason": "49 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "693adfb43bcb4d91d0ecf6d9a96a67f3d7723795",
"ran_at": "2026-07-27T08:29:26Z",
"aggregate_score": 5.1,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-24T10:15:32Z",
"oldest_open_prs": [
{
"number": 240,
"created_at": "2026-06-04T12:41:53Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 246,
"created_at": "2026-06-15T18:03:33Z",
"last_comment_at": "2026-06-15T19:22:37Z",
"last_comment_author": "Osamaali313"
},
{
"number": 250,
"created_at": "2026-06-19T17:51:43Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 258,
"created_at": "2026-07-01T11:47:16Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 259,
"created_at": "2026-07-06T12:12:42Z",
"last_comment_at": "2026-07-20T09:26:39Z",
"last_comment_author": "fus3r"
},
{
"number": 268,
"created_at": "2026-07-19T20:34:16Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 279,
"created_at": "2026-07-24T15:12:00Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 280,
"created_at": "2026-07-24T17:13:15Z",
"last_comment_at": null,
"last_comment_author": null
}
],
"last_merged_pr_at": "2026-07-24T10:11:08Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": [
{
"number": 148,
"created_at": "2025-10-27T09:50:46Z",
"last_comment_at": "2026-05-11T12:19:55Z",
"last_comment_author": "juliendenize"
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/mistralai/mistral-common",
"host": "github.com",
"name": "mistral-common",
"owner": "mistralai"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": null,
"notes": [],
"value": 78,
"inputs": {
"security": 61,
"vitality": 92,
"community": 63,
"governance": 79,
"engineering": 86
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 92,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 87,
"inputs": {
"commits_last_year": 91,
"human_commit_share": 1,
"days_since_last_push": 2,
"active_weeks_last_year": 34
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 2 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 2
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "34/52 weeks with commits",
"points": 23.5,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 34
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "91 commits in the last year",
"points": 17.6,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 91
}
}
],
"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": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 39,
"latest_release_tag": "v1.11.7",
"releases_from_tags": false,
"days_since_latest_release": 3,
"mean_days_between_releases": 17.9
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "39 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 39
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 3 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 3
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~17.9 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 17.9
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "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": 2,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 2 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 2
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 63,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "good",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 74,
"inputs": {
"forks": 155,
"stars": 923,
"watchers": 28,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "923 stars",
"points": 48.1,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 923
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "155 forks",
"points": 18.2,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 155
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "28 watchers",
"points": 8,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 28
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (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": 0,
"status": "missed",
"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": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "good",
"name": "Sustainability & Governance",
"value": 79,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "moderate",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 62,
"inputs": {
"bus_factor": 2,
"contributors_sampled": 33,
"top_contributor_share": 0.419
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "2 contributor(s) cover half of all commits",
"points": 25.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 2
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 42% of commits",
"points": 13.1,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 42
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "33 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 33
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 5 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "excellent",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 88,
"inputs": {
"merged_prs": 167,
"open_issues": 1,
"closed_issues": 53,
"issue_closed_ratio": 0.981,
"closed_unmerged_prs": 44
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "98% of issues closed",
"points": 45.9,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 98
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "167/211 decided PRs merged",
"points": 30.3,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 167,
"decided": 211
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 24/30 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": 72,
"inputs": {
"followers": 8841,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "mistralai",
"public_repos": 27,
"account_age_days": 1181
},
"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": "8,841 followers of mistralai",
"points": 25,
"status": "met",
"details": [
{
"code": "owner_followers",
"params": {
"count": 8841,
"login": "mistralai"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "27 public repos, account ~3 yr old",
"points": 17,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 27
}
},
{
"code": "account_age_years",
"params": {
"years": 3
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"mistral_common"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 3
},
"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 3 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 3
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "49 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 49
}
}
],
"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": 86,
"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": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 2
}
}
],
"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": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": null,
"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": null,
"points": 0,
"status": "missed",
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 61,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 51,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 5.1
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "30 out of 30 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 24/30 approved changesets -- score normalized to 8",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 5 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"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": "all dependencies are pinned",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "49 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:mistral_common@1.11.7 runtime dependency closure — what installing the published package pulls in — 21 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:mistral_common@1.11.7",
"assessed": 21
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 21,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 21,
"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": 10
},
"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": 69,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.99,
"agent_instruction_files": [
"AGENTS.md"
],
"agent_instruction_max_bytes": 7624
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "99 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 99,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 64,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"src/mistral_common/py.typed"
],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": "src/mistral_common/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "src/mistral_common/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no 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": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "all dependencies are pinned",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 81,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 82486,
"source_files_sampled": 124,
"oversized_source_files": 3
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (src/mistral_common/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "src/mistral_common/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "3/124 source files over 60KB",
"points": 53.7,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 124,
"oversized": 3
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples",
"samples"
],
"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, samples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, samples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-27T08:29:57.061938Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mistralai/mistral-common.svg",
"full_name": "mistralai/mistral-common",
"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 agregadas — PyPI.