4. Phased rollout with beta testing

## Resource Requirements

### Development Team
- 2-3 Senior Java developers with SMB protocol expertise
- 1 QA engineer for test infrastructure
- 1 DevOps engineer for CI/CD setup

### Timeline
- **Total Duration**: 6-8 months for all features
- **Phases 1-2**: 2-3 months (High priority)
- **Phases 3-4**: 2 months (Medium priority)
- **Phases 5-6**: 2-3 months (Low priority)

against a pending change. Search for "MLCI" internally to find it.

You may invoke a CI script of your choice by following these instructions:

```bash
cd tensorflow-git-dir

# Here is a single-line example of running a script on Linux to build the
# GPU version of TensorFlow for Python 3.12, using the public TF bazel cache and
# a local build cache:

└── test/                          # Comprehensive test suite
```

## Development

### Building from Source

```bash
# Clone the repository
git clone https://github.com/codelibs/fess-suggest.git
cd fess-suggest

# Compile the project
mvn compile

# Run tests
mvn test

# Package JAR
mvn package

# Install to local repository
mvn install
```

### Code Quality Commands

        Searching for package file structure
```

... und noch ein Konsolen-Codebeispiel ...

```console
// Ein Verzeichnis „Code“ erstellen
$ mkdir code
// In dieses Verzeichnis wechseln
$ cd code
```

... und ein Python-Codebeispiel ...

```Python
wont_work()  # Das wird nicht funktionieren 😱
works(foo="bar")  # Das funktioniert 🎉
```

... und das war's.

////

## 🧪 Building and Testing

### Development Setup
```bash
# Clone the repository
git clone https://github.com/codelibs/corelib.git
cd corelib

# Compile the project
mvn clean compile

# Run all tests
mvn test

# Run specific test class
mvn test -Dtest=BeanUtilTest

# Run specific test method  

4. **Push** to the branch (`git push origin feature/amazing-feature`)
5. **Open** a Pull Request

### Development Setup

```bash
# Clone the repository
git clone https://github.com/codelibs/fess-crawler.git
cd fess-crawler

# Build the project
mvn clean install

# Run tests
mvn test

# Format code before committing
mvn formatter:format
mvn license:format
```

### Code Style

### 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)。

        Searching for package file structure
```

...y otro ejemplo de código de consola...

```console
// Crea un directorio "Code"
$ mkdir code
// Cambia a ese directorio
$ cd code
```

...y un ejemplo de código Python...

```Python
wont_work()  # Esto no va a funcionar 😱
works(foo="bar")  # Esto funciona 🎉
```

...y eso es todo.

////

        Searching for package file structure
```

...and another console code example...

```console
// Create a directory "Code"
$ mkdir code
// Switch into that directory
$ cd code
```

...and a Python code example...

```Python
wont_work()  # This won't work 😱
works(foo="bar")  # This works 🎉
```

...and that's it.

////

//// tab | Info

}

func ExampleBuffer_Next() {
	var b bytes.Buffer
	b.Grow(64)
	b.Write([]byte("abcde"))
	fmt.Printf("%s\n", b.Next(2))
	fmt.Printf("%s\n", b.Next(2))
	fmt.Printf("%s", b.Next(2))
	// Output:
	// ab
	// cd
	// e
}

func ExampleBuffer_Read() {
	var b bytes.Buffer
	b.Grow(64)
	b.Write([]byte("abcde"))
	rdbuf := make([]byte, 1)
	n, err := b.Read(rdbuf)
	if err != nil {
		panic(err)
	}