## Modèles d'apprentissage automatique avec spaCy et FastAPI - Fonctionnalités

* Intégration d'un modèle NER **spaCy**.
* Formatage de requête pour **Azure Cognitive Search**.
* Serveur Python web **prêt à utiliser en production** utilisant Uvicorn et Gunicorn.
* Déploiement CI/CD Kubernetes pour **Azure DevOps** (AKS).
* **Multilangues**. Choisissez facilement l'une des langues intégrées à spaCy durant la mise en place du projet.

> To create a transition tier for transitioning objects to a prefix `testprefix` in `azurebucket` on Azure blob using `mc`:

```
 mc admin tier add azure source AZURETIER --endpoint https://blob.core.windows.net --access-key AZURE_ACCOUNT_NAME --secret-key AZURE_ACCOUNT_KEY  --bucket azurebucket --prefix testprefix1/
```

https://www.twilio.com/en-us/blog/booking-appointments-twilio-notion-fastapi title: Booking Appointments with Twilio, Notion, and FastAPI - author: Abhinav Tripathi - Microsoft Blogs link: https://devblogs.microsoft.com/cosmosdb/azure-cosmos-db-python-and-fastapi/ title: Write a Python data layer with Azure Cosmos DB and FastAPI - author: Donny Peeters author_link: https://github.com/Donnype link: https://bitestreams.com/blog/fastapi-sqlalchemy/ title: 10 Tips for adding SQLAlchemy to FastAPI - author: Jessica Temporal...

- [cloudprovider-aws external v0.1.0](https://github.com/kubernetes/cloud-provider-aws/blob/master/changelogs/CHANGELOG-0.1.md)

### SIG Azure

For 1.13 SIG Azure was focused on adding additional Azure Disk support for Ultra SSD, Standard SSD, and Premium Azure Files. Azure Availability Zones and cross resource group nodes were also moved from Alpha to Beta in 1.13.

### SIG Big Data

### Machine Learning modelleri, spaCy ve FastAPI - Features

* **spaCy** NER model entegrasyonu.
* **Azure Cognitive Search** yerleşik istek biçimi.
* Uvicorn ve Gunicorn ile **Production ready** Python web server'ı.
* Dahili **Azure DevOps** Kubernetes (AKS) CI/CD deployment.
* **Multilingual**, Proje kurulumu sırasında spaCy'nin yerleşik dillerinden birini kolayca seçin.

### Changed
- github.com/Azure/azure-sdk-for-go: [v43.0.0+incompatible → v55.0.0+incompatible](https://github.com/Azure/azure-sdk-for-go/compare/v43.0.0...v55.0.0)
- github.com/Azure/go-ansiterm: [d6e3b33 → d185dfc](https://github.com/Azure/go-ansiterm/compare/d6e3b33...d185dfc)
- github.com/Azure/go-autorest/autorest/adal: [v0.9.5 → v0.9.13](https://github.com/Azure/go-autorest/autorest/adal/compare/v0.9.5...v0.9.13)

### Modelos de Aprendizado de Máquina com spaCy e FastAPI - Recursos

* Integração com modelo NER **spaCy**.
* Formato de requisição **Busca Cognitiva Azure** acoplado.
* Servidor Python _web_ **Pronto para Produção** usando Uvicorn e Gunicorn.
* Implantação **Azure DevOps** Kubernetes (AKS) CI/CD acoplada.
* **Multilingual** facilmente escolhido como uma das linguagens spaCy acopladas durante a configuração do projeto.

### **Azure**

*   Fixed several issues with properly provisioning Azure disk storage ([#55927](https://github.com/kubernetes/kubernetes/pull/55927),[ @andyzhangx](https://github.com/andyzhangx))

#### Azure
* Fix failing load balancers in Azure ([#40405](https://github.com/kubernetes/kubernetes/pull/40405), [@codablock](https://github.com/codablock))
* Reduce time needed to attach Azure disks ([#40066](https://github.com/kubernetes/kubernetes/pull/40066), [@codablock](https://github.com/codablock))

### Removed
- github.com/Azure/azure-sdk-for-go: [v68.0.0+incompatible](https://github.com/Azure/azure-sdk-for-go/tree/v68.0.0)
- github.com/Azure/go-autorest/autorest/adal: [v0.9.23](https://github.com/Azure/go-autorest/tree/autorest/adal/v0.9.23)
- github.com/Azure/go-autorest/autorest/date: [v0.3.0](https://github.com/Azure/go-autorest/tree/autorest/date/v0.3.0)