### 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.

## 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.

    // Legacy configuration keys for backward compatibility (Azure AD)
    /** Legacy configuration key for Azure AD state time-to-live. */
    protected static final String AAD_STATE_TTL = "aad.state.ttl";

    /** Legacy configuration key for Azure AD authority URL. */
    protected static final String AAD_AUTHORITY = "aad.authority";

    /** Legacy configuration key for Azure AD tenant ID. */

### 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)

### **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)

     * @return The SSO authenticator instance, or null if not found
     */
    protected SsoAuthenticator getAuthenticator() {
        String ssoType = getSsoType();
        // Backward compatibility: map legacy "aad" (Azure AD) to "entraid" (Entra ID)
        if ("aad".equals(ssoType)) {
            ssoType = "entraid";
        }
        final String name = ssoType + "Authenticator";
        if (ComponentUtil.hasComponent(name)) {

Transition tiers can be added to MinIO using `mc admin tier add` command to associate a `gcs`, `s3` or `azure` bucket or prefix path on a bucket to the tier name.
Lifecycle transition rules can be applied to buckets (both versioned and un-versioned) by specifying the tier name defined above as the transition storage class for the lifecycle rule.

### spaCyとFastAPIを使用した機械学習モデル - 機能

* **spaCy** のNERモデルの統合。
* **Azure Cognitive Search** のリクエストフォーマットを搭載。
* **リリース可能な** UvicornとGunicornを使用したPythonウェブサーバ。
* **Azure DevOps** のKubernetes (AKS) CI/CD デプロイを搭載。
* **多言語** プロジェクトのために、セットアップ時に言語を容易に選択可能 (spaCyに組み込まれている言語の中から)。