- name: Decompress source distribution
        run: |
          cd dist
          tar xvf fastapi*.tar.gz
      - name: Install test dependencies
        run: |
          cd dist/fastapi-*/
          pip install -r requirements-tests.txt
      - name: Run source distribution tests
        run: |
          cd dist/fastapi-*/
          bash scripts/test.sh
      - name: Build wheel distribution

### FastAPI + spaCy 机器学习模型 - 功能

* 集成 **spaCy** NER 模型
* 内置 **Azure 认知搜索**请求格式
* **生产可用**的 Python 网络服务器，使用 Uvicorn 与 Gunicorn
* 内置 **Azure DevOps** Kubernetes (AKS) CI/CD 开发
* **多语**支持，可在项目设置时选择 spaCy 内置的语言

* **spaCy** NER-Modellintegration.
* **Azure Cognitive Search**-Anforderungsformat integriert.
* **Produktionsbereit** Python-Webserver, verwendet Uvicorn und Gunicorn.
* **Azure DevOps** Kubernetes (AKS) CI/CD-Deployment integriert.
* **Mehrsprachig** Wählen Sie bei der Projekteinrichtung ganz einfach eine der integrierten Sprachen von spaCy aus.

* 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.

* 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.

!!! tip
    Alternatively, you can perform the same steps that scripts does manually.

    Go into the language directory, for the main docs in English it's at `docs/en/`:

    ```console
    $ cd docs/en/
    ```

    Then run `mkdocs` in that directory:

    ```console
    $ mkdocs serve --dev-addr 8008
    ```

#### Typer CLI (optional)

#!/usr/bin/env bash
set -x
set -e
# Install pip
cd /tmp
curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py
python3.6 get-pip.py --user
cd -
# Install Flit to be able to install all
python3.6 -m pip install --user flit
# Install with Flit
python3.6 -m flit install --user --extras doc
# Finally, run mkdocs

- 🚢 Deployment instructions using Docker Compose, including how to set up a frontend Traefik proxy to handle automatic HTTPS certificates.

* **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.

* Встроенный формат запросов к **когнитивному поиску Azure**.
* **Готовый к реальной работе** веб-сервер Python использующий Uvicorn и Gunicorn.
* Встроенное развёртывание на основе **Azure DevOps** Kubernetes (AKS) CI/CD.
* **Многоязычность**. Лёгкий выбор одного из встроенных в spaCy языков во время настройки проекта.