### Install RepoAgent using pip

Source: https://github.com/openbmb/repoagent/blob/main/README_CN.md

This command installs the RepoAgent package for general users. It's the recommended method for quick setup.

```bash
pip install repoagent
```

--------------------------------

### Start Chat with Repo Service

Source: https://github.com/openbmb/repoagent/blob/main/README_CN.md

Installs the necessary package for the 'chat with repo' feature and starts the service. This feature acts as a unified entry point for downstream applications, connecting RepoAgent with users and other AI agents.

```bash
pip install repoagent[chat-with-repo]
repoagent chat-with-repo
```

--------------------------------

### Install and Run RepoAgent Chat-with-Repo

Source: https://github.com/openbmb/repoagent/blob/main/README.md

Installs the 'chat-with-repo' extra for RepoAgent and starts the chat-with-repo server. This feature provides a unified gateway for downstream applications like Q&A for issues and code explanation.

```sh
pip install repoagent[chat-with-repo]
repoagent chat-with-repo
```

--------------------------------

### Setup Development Environment with PDM

Source: https://github.com/openbmb/repoagent/blob/main/README.md

Initializes a Python virtual environment named 'repoagent' using PDM and installs project dependencies.

```bash
pdm venv create --name repoagent
pdm install
```

--------------------------------

### Setup Development Environment

Source: https://github.com/openbmb/repoagent/blob/main/README_CN.md

Instructions for setting up a development environment for RepoAgent, including cloning the repository and using PDM for dependency management.

```bash
git clone https://github.com/LOGIC-10/RepoAgent.git
cd RepoAgent
pdm venv create --name repoagent
pdm install
```

--------------------------------

### TestJsonFileProcessor Setup

Source: https://github.com/openbmb/repoagent/blob/main/markdown_docs/tests/test_json_handler.md

Initializes the test environment by creating an instance of JsonFileProcessor with 'test.json' before each test case.

```python
def setUp(self):
    """Set up test environment."""
    self.processor = JsonFileProcessor("test.json")
```

--------------------------------

### Install pre-commit

Source: https://github.com/openbmb/repoagent/blob/main/README.md

Installs the pre-commit framework, which is used to manage and run Git hooks.

```sh
pip install pre-commit
```

--------------------------------

### Install Git Hooks

Source: https://github.com/openbmb/repoagent/blob/main/README.md

Installs the Git hooks defined in the .pre-commit-config.yaml file. After this, RepoAgent will run automatically on each commit.

```sh
pre-commit install
```

--------------------------------

### Install RepoAgent using pip

Source: https://github.com/openbmb/repoagent/blob/main/README.md

This snippet shows the recommended way to install the RepoAgent package for users. It utilizes pip, the standard Python package installer, to fetch and install the latest version from the Python Package Index (PyPI).

```bash
pip install repoagent
```

--------------------------------

### SettingsManager Usage Example

Source: https://github.com/openbmb/repoagent/blob/main/markdown_docs/repo_agent/settings.md

Illustrates how the SettingsManager is used within other classes to retrieve configuration settings. For example, accessing OpenAI API settings in ChatEngine.

```python
# Example usage within another class (e.g., ChatEngine)
settings = SettingsManager.get_setting()
openai_api_key = settings.openai_api_key
# ... use openai_api_key for chat completion
```

--------------------------------

### Initialize Environment and Serve GitBook

Source: https://github.com/openbmb/repoagent/blob/main/display/README_DISPLAY.md

Demonstrates the sequence of commands to initialize the Node.js environment (installing Node.js 10.x) and then serve the generated GitBook documentation. The `make serve` command can be re-run after configuration changes.

```bash
(RepoAgent) yesai@yesaideMacBook-Pro:RepoAgent/display ‹wys*›$ make init_env
(RepoAgent) yesai@yesaideMacBook-Pro:RepoAgent/display ‹wys*›$ make init
(RepoAgent) yesai@yesaideMacBook-Pro:RepoAgent/display ‹wys*›$ make serve
init!
finish!
info: >> generation finished with success in 16.7s !

Starting server ...
Serving book on http://localhost:4000
```

--------------------------------

### Install pre-commit Hooks

Source: https://github.com/openbmb/repoagent/blob/main/README_CN.md

Installs the configured pre-commit hooks into the Git repository. After installation, RepoAgent will automatically trigger on each 'git commit'.

```bash
pre-commit install
```

--------------------------------

### Install pre-commit

Source: https://github.com/openbmb/repoagent/blob/main/README_CN.md

Installs the pre-commit package, which is used to detect changes in Git repositories.

```bash
pip install pre-commit
```

--------------------------------

### RepoAgent GitBook Deployment Commands

Source: https://github.com/openbmb/repoagent/blob/main/display/README_DISPLAY.md

Provides a list of available tasks for managing the GitBook documentation. These include environment initialization, clearing the book, initializing GitBook plugins, generating the book, serving the book, and displaying help information.

```makefile
Usage:
  make <task>

Tasks:
  init_env                       init nodejs 10.x env
  clear_book                     clear repo generated book
  init                           gitbook init to install plugins
  generate                       generate repo book
  serve                          serve gitbook
  help                           make help info
```

--------------------------------

### SettingsManager and Setting Instantiation

Source: https://github.com/openbmb/repoagent/blob/main/markdown_docs/repo_agent/settings.md

Demonstrates the SettingsManager class responsible for managing the singleton instance of the Setting class.

```python
class SettingsManager:
    _setting_instance: Setting | None = None

    @classmethod
    def get_setting(cls) -> Setting:
        if cls._setting_instance is None:
            # In a real application, you would load settings from a file or environment variables here
            # For demonstration, we'll create a dummy instance
            dummy_project_settings = ProjectSettings(
                repo_path="/path/to/repo",
                doc_hierarchy_name="docs",
                language=["python", "markdown"]
            )
            dummy_chat_settings = ChatCompletionSettings(
                model_type="gpt-3.5-turbo",
                openai_api_key="sk-xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
            )
            cls._setting_instance = Setting(
                project=dummy_project_settings,
                chat_completion=dummy_chat_settings
            )
        return cls._setting_instance
```

--------------------------------

### Child Function Example

Source: https://github.com/openbmb/repoagent/blob/main/markdown_docs/repo_agent/runner.md

A placeholder function that does something else. This snippet is minimal and serves as an example of a function definition.

```python
def my_child_function_name():
    """
    This child function does something else...
    """
    pass
```

--------------------------------

### Initialize FileHandler

Source: https://github.com/openbmb/repoagent/blob/main/markdown_docs/repo_agent/file_handler.md

Demonstrates how to initialize the FileHandler class with repository and file paths.

```python
file_handler = FileHandler(repo_path="/path/to/repo", file_path="src/example.py")
```

--------------------------------

### Get Singleton Setting Instance

Source: https://github.com/openbmb/repoagent/blob/main/markdown_docs/repo_agent/settings.md

Provides a singleton instance of the Setting class, ensuring consistent access to application configuration. This method initializes the Setting instance if it hasn't been created yet, adhering to the singleton design pattern.

```python
class Setting:
    # ... (attributes for project and chat completion settings)
    pass

class SettingsManager:
    _setting_instance = None

    @classmethod
    def get_setting(cls):
        """Provides a singleton instance of the Setting class."""
        if cls._setting_instance is None:
            cls._setting_instance = Setting()
        return cls._setting_instance

# Example Usage:
# settings = SettingsManager.get_setting()
# print(settings.project.target_repo)
```

--------------------------------

### Project Dependencies

Source: https://github.com/openbmb/repoagent/blob/main/requirements.txt

This section lists the various Python packages and their specific versions along with their corresponding SHA256 hash values. These hashes are crucial for ensuring the integrity and authenticity of the installed packages, preventing tampering or corruption during the installation process.

```python
semantic-version==2.10.0 \
    --hash=sha256:bdabb6d336998cbb378d4b9db3a4b56a1e3235701dc05ea2690d9a997ed5041c \
    --hash=sha256:de78a3b8e0feda74cabc54aab2da702113e33ac9d9eb9d2389bcf1f58b7d9177

shellingham==1.5.4 \
    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de

six==1.17.0 \
    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81

smmap==5.0.1 \
    --hash=sha256:dceeb6c0028fdb6734471eb07c0cd2aae706ccaecab45965ee83f11c8d3b1f62 \
    --hash=sha256:e6d8668fa5f93e706934a62d7b4db19c8d9eb8cf2adbb75ef1b675aa332b69da

sniffio==1.3.1 \
    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2 \
    --hash=sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f051915791a034ff65e5f100525a2

ssqlalchemy[asyncio]==2.0.36 \
    --hash=sha256:0572f4bd6f94752167adfd7c1bed84f4b240ee6203a95e05d1e208d488d0d436 \
    --hash=sha256:1bc330d9d29c7f06f003ab10e1eaced295e87940405afe1b110f2eb93a233588 \
    --hash=sha256:23623166bfefe1487d81b698c423f8678e80df8b54614c2bf4b4cfcd7c711959 \
    --hash=sha256:2519f3a5d0517fc159afab1015e54bb81b4406c278749779be57a569d8d1bb0d \
    --hash=sha256:39769a115f730d683b0eb7b694db9789267bcd027326cccc3125e862eb03bfd8 \
    --hash=sha256:3c01117dd36800f2ecaa238c65365b7b16497adc1522bf84906e5710ee9ba0e8 \
    --hash=sha256:46331b00096a6db1fdc052d55b101dbbfc99155a548e20a0e4a8e5e4d1362855 \
    --hash=sha256:4a121d62ebe7d26fec9155f83f8be5189ef1405f5973ea4874a26fab9f1e262c \
    --hash=sha256:4f5e9cd989b45b73bd359f693b935364f7e1f79486e29015813c338450aa5a71 \
    --hash=sha256:59b1ee96617135f6e1d6f275bbe988f419c5178016f3d41d3c0abb0c819f75bb \
    --hash=sha256:66bffbad8d6271bb1cc2f9a4ea4f86f80fe5e2e3e501a5ae2a3dc6a76e604e6f \
    --hash=sha256:79d2e78abc26d871875b419e1fd3c0bca31a1cb0043277d0d850014599626c2e \
    --hash=sha256:7f2767680b6d2398aea7082e45a774b2b0767b5c8d8ffb9c8b683088ea9b29c5 \
    --hash=sha256:8c78ac40bde930c60e0f78b3cd184c580f89456dd87fc08f9e3ee3ce8765ce88 \
    --hash=sha256:90812a8933df713fdf748b355527e3af257a11e415b613dd794512461eb8a686 \
    --hash=sha256:9bc633f4ee4b4c46e7adcb3a9b5ec083bf1d9a97c1d3854b92749d935de40b9b \
    --hash=sha256:9e46ed38affdfc95d2c958de328d037d87801cfcbea6d421000859e9789e61c2 \
    --hash=sha256:ac9dfa18ff2a67b09b372d5db8743c27966abf0e5344c555d86cc7199f7ad83a \
    --hash=sha256:b2985c0b06e989c043f1dc09d4fe89e1616aadd35392aea2844f0458a989eacf \
    --hash=sha256:b544ad1935a8541d177cb402948b94e871067656b3a0b9e91dbec136b06a2ff5 \
    --hash=sha256:b5cc79df7f4bc3d11e4b542596c03826063092611e481fcf1c9dfee3c94355ef \
    --hash=sha256:d0ddd9db6e59c44875211bc4c7953a9f6638b937b0a88ae6d09eb46cced54eff \
    --hash=sha256:f7b64e6ec3f02c35647be6b4851008b26cff592a95ecb13b6788a54ef80bbdd4 \
    --hash=sha256:fd3a55deef00f689ce931d4d1b23fa9f04c880a48ee97af488fd215cf24e2a6c \
    --hash=sha256:fddbe92b4760c6f5d48162aef14824add991aeda8ddadb3c31d56eb15ca69f8e \
    --hash=sha256:fdf3386a801ea5aba17c6410dd1dc8d39cf454ca2565541b5ac42a84e1e28f53

starlette==0.41.3 \
    --hash=sha256:0e4ab3d16522a255be6b28260b938eae2482f98ce5cc934cb08dce8dc3ba5835 \
    --hash=sha256:44cedb2b7c77a9de33a8b74b2b90e9f50d11fcf25d8270ea525ad71a25374ff7

sympy==1.13.3 \
    --hash=sha256:54612cf55a62755ee71824ce692986f23c88ffa77207b30c1368eda4a7060f73 \
    --hash=sha256:b27fd2c6530e0ab39e275fc9b683895367e51d5da91baa8d3d64db2565fec4d9

--hash=sha256:81efb124b58af39fcd684254c645e35692fea81c51627259cdf6d67ff4458916 \
    --hash=sha256:a01e232e6d3d5cf8b1667bc3b657a77bdab73f0743c26c1d3c5dd7ce86bd3a92 \
    --hash=sha256:a3a315a6d0054bc6889a17f5668a73f94f7fe55121ff59e0a199e3519c08565f \
    --hash=sha256:a659467495de201e2f282063808a41170448c78bada1e62707b07a27b05e6943 \
    --hash=sha256:a6c19feda32b931cae0acd42748a670bdf56bee6476a046af20181ad3fee4090 \
    --hash=sha256:b17b299ca9966ca983ecda1c0791a3f07f9ca6ab5ded8ef3d283fff45f6bcd5f \
    --hash=sha256:b3139098e3e8b2ad7afbca96d30ad29157b50c90861084e69fcb80dec7430461 \
    --hash=sha256:b5a8810ad6a6f933fff6c276eae92c1da217b39b4d8b1bc1c0b8af2d270dc532 \
    --hash=sha256:bad5e4b2476949bcd638a89f71b6916fa9a5cae5c1ae7eede337aca2100435c0 \
    --hash=sha256:bb07000b19d41e35eecef9a454f31a8b4718a185293f0d0b1c4b61d6e4487971 \
    --hash=sha256:c859c7ed90b0047f58ee27751c8e56951452ed36a67afee1b0a87847d065eec6 \
    --hash=sha256:cbd39cae1ad3e3ef6f63a6f07296b080c951f24cec60188378e43d3713000c04 \
    --hash=sha256:d73de19682deabb02524b3d5d1f8b3aaba94c72f1bbfc7911b9b9d5d391c0310 \
    --hash=sha256:d94581aab8c6b204def4d7320f07534d6ee34cd4855688004a4354e63b639a35 \
    --hash=sha256:dbd280b07e6054ea68b0cb4b16ad9703e7d63cd6890f577cb98acc5354780142 \
    --hash=sha256:dde2bf390d25f67908278d6f5d59e46211ef98e44108727084d4637ee70ab4f1 \
    --hash=sha256:fd33da8e9407559f8779c82a0448e2133737f922d71f884da27184549416bfed
```

--------------------------------

### RepoAgent Run Command Options

Source: https://github.com/openbmb/repoagent/blob/main/README.md

Details the available optional flags for the `repoagent run` command, including model selection, temperature, timeouts, paths, and logging levels.

```APIDOC
repoagent run [OPTIONS]

  Run RepoAgent to generate or update documentation.

  Options:
    -m, --model TEXT
        Specifies the model to use for completion. Default: `gpt-3.5-turbo`
    -t, --temperature FLOAT
        Sets the generation temperature for the model. Lower values make the model more deterministic. Default: `0.2`
    -r, --request-timeout INTEGER
        Defines the timeout in seconds for the API request. Default: `60`
    -b, --base-url TEXT
        The base URL for the API calls. Default: `https://api.openai.com/v1`
    -tp, --target-repo-path PATH
        The file system path to the target repository. Used as the root for documentation generation. Default: `path/to/your/target/repository`
    -hp, --hierarchy-path TEXT
        The name or path for the project hierarchy file, used to organize documentation structure. Default: `.project_doc_record`
    -mdp, --markdown-docs-path TEXT
        The folder path where Markdown documentation will be stored or generated. Default: `markdown_docs`
    -i, --ignore-list TEXT
        A list of files or directories to ignore during documentation generation, separated by commas.
    -l, --language TEXT
        The ISO 639 code or language name for the documentation. Default: `Chinese`
    -ll, --log-level [DEBUG|INFO|WARNING|ERROR|CRITICAL]
        Sets the logging level for the application. Default: `INFO`
```

--------------------------------

### Run RepoAgent Commands

Source: https://github.com/openbmb/repoagent/blob/main/README.md

Executes the RepoAgent tool to generate or update documentation, or to print the parsed repository hierarchy.

```bash
repoagent run
repoagent run --print-hierarchy
```

--------------------------------

### DocItem Output Example

Source: https://github.com/openbmb/repoagent/blob/main/markdown_docs/repo_agent/doc_meta_info.md

Illustrates the expected output format for the `get_full_name()` method when applied to a class type within the repository.

```python
"repo_agent/doc_meta_info.py/DocItem"
```

--------------------------------

### RepoAgent Run Command Options

Source: https://github.com/openbmb/repoagent/blob/main/README_CN.md

Lists and describes the available optional flags for the `repoagent run` command, allowing customization of model, temperature, timeouts, paths, and more.

```APIDOC
repoagent run [OPTIONS]

  Generates or automatically updates documentation.

Options:
  -m, --model TEXT
    Specify the model to use for completion. Default: `gpt-3.5-turbo`
  -t, --temperature FLOAT
    Set the model's generation temperature. Lower values make the model more deterministic. Default: `0.2`
  -r, --request-timeout INTEGER
    Define the timeout for API requests in seconds. Default: `60`
  -b, --base-url TEXT
    The base URL for API calls. Default: `https://api.openai.com/v1`
  -tp, --target-repo-path PATH
    The file system path to the target repository. Used as the root path for documentation generation. Default: `path/to/your/target/repository`
  -hp, --hierarchy-path TEXT
    The name or path of the project hierarchy file, used to organize the documentation structure. Default: `.project_doc_record`
  -mdp, --markdown-docs-path TEXT
    The folder path where Markdown documents will be stored or generated. Default: `markdown_docs`
  -i, --ignore-list TEXT
    A comma-separated list of files or directories to ignore during documentation generation.
  -l, --language TEXT
    The ISO 639 code or language name for the documentation. Default: `Chinese`
  -ll, --log-level [DEBUG|INFO|WARNING|ERROR|CRITICAL]
    Set the application's log level. Default: `INFO`
```

--------------------------------

### ChatEngine Initialization

Source: https://github.com/openbmb/repoagent/blob/main/markdown_docs/repo_agent/chat_engine.md

Initializes the ChatEngine with project management capabilities and configures OpenAI API settings. It retrieves API key, base URL, timeout, model, and temperature from the SettingsManager.

```python
class ChatEngine:
    def __init__(self, project_manager):
        """
        Initializes an instance of the ChatEngine class with the necessary configuration settings for the OpenAI API.

        Parameters:
        project_manager: An instance of the ProjectManager class that is responsible for managing the overall project workflow and interactions.
        """
        settings = SettingsManager.get_setting()
        self.openai_api_key = settings.openai_api_key
        self.openai_api_base = settings.openai_api_base
        self.openai_api_timeout = settings.openai_api_timeout
        self.openai_model = settings.openai_model
        self.openai_temperature = settings.openai_temperature
        self.project_manager = project_manager
        self.openai = OpenAI(
            api_key=self.openai_api_key,
            base_url=self.openai_api_base,
            timeout=self.openai_api_timeout,
            model=self.openai_model,
            temperature=self.openai_temperature
        )
```

--------------------------------

### Python Dependencies with Hashes

Source: https://github.com/openbmb/repoagent/blob/main/requirements.txt

This snippet lists Python packages and their corresponding SHA256 hashes, commonly used for verifying package integrity during installation.

```python
grpcio==1.68.1 \
    --hash=sha256:04cfd68bf4f38f5bb959ee2361a7546916bd9a50f78617a346b3aeb2b42e2161 \
    --hash=sha256:255b1635b0ed81e9f91da4fcc8d43b7ea5520090b9a9ad9340d147066d1d3613 \
    --hash=sha256:298ee7f80e26f9483f0b6f94cc0a046caf54400a11b644713bb5b3d8eb387600 \
    --hash=sha256:3522c77d7e6606d6665ec8d50e867f13f946a4e00c7df46768f1c85089eae515 \
    --hash=sha256:390eee4225a661c5cd133c09f5da1ee3c84498dc265fd292a6912b65c421c78c \
    --hash=sha256:3aed6544e4d523cd6b3119b0916cef3d15ef2da51e088211e4d1eb91a6c7f4f1 \
    --hash=sha256:44a8502dd5de653ae6a73e2de50a401d84184f0331d0ac3daeb044e66d5c5054 \
    --hash=sha256:4b177f5547f1b995826ef529d2eef89cca2f830dd8b2c99ffd5fde4da734ba73 \
    --hash=sha256:4efac5481c696d5cb124ff1c119a78bddbfdd13fc499e3bc0ca81e95fc573684 \
    --hash=sha256:55857c71641064f01ff0541a1776bfe04a59db5558e82897d35a7793e525774c \
    --hash=sha256:66a24f3d45c33550703f0abb8b656515b0ab777970fa275693a2f6dc8e35f1c1 \
    --hash=sha256:6ab2d912ca39c51f46baf2a0d92aa265aa96b2443266fc50d234fa88bf877d8e \
    --hash=sha256:77d65165fc35cff6e954e7fd4229e05ec76102d4406d4576528d3a3635fc6172 \
    --hash=sha256:7dfc914cc31c906297b30463dde0b9be48e36939575eaf2a0a22a8096e69afe5 \
    --hash=sha256:7f20ebec257af55694d8f993e162ddf0d36bd82d4e57f74b31c67b3c6d63d8b2 \
    --hash=sha256:8720c25cd9ac25dd04ee02b69256d0ce35bf8a0f29e20577427355272230965a \
    --hash=sha256:8829924fffb25386995a31998ccbbeaa7367223e647e0122043dfc485a87c666 \
    --hash=sha256:95c87ce2a97434dffe7327a4071839ab8e8bffd0054cc74cbe971fba98aedd60 \
    --hash=sha256:9d1fae6bbf0816415b81db1e82fb3bf56f7857273c84dcbe68cbe046e58e1ccd \
    --hash=sha256:a0c8ddabef9c8f41617f213e527254c41e8b96ea9d387c632af878d05db9229c \
    --hash=sha256:a47faedc9ea2e7a3b6569795c040aae5895a19dde0c728a48d3c5d7995fda385 \
    --hash=sha256:a8040f85dcb9830d8bbb033ae66d272614cec6faceee88d37a88a9bd1a7a704e \
    --hash=sha256:b33bd114fa5a83f03ec6b7b262ef9f5cac549d4126f1dc702078767b10c46ed9 \
    --hash=sha256:c08079b4934b0bf0a8847f42c197b1d12cba6495a3d43febd7e99ecd1cdc8d54 \
    --hash=sha256:c28848761a6520c5c6071d2904a18d339a796ebe6b800adc8b3f474c5ce3c3ad \
    --hash=sha256:cbb5780e2e740b6b4f2d208e90453591036ff80c02cc605fea1af8e6fc6b1bbe \
    --hash=sha256:ddda1aa22495d8acd9dfbafff2866438d12faec4d024ebc2e656784d96328ad0 \
    --hash=sha256:e4842e4872ae4ae0f5497bf60a0498fa778c192cc7a9e87877abd2814aca9475
```

```python
h11==0.14.0 \
    --hash=sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d \
    --hash=sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761
```

```python
httpcore==1.0.7 \
    --hash=sha256:8551cb62a169ec7162ac7be8d4817d561f60e08eaa485234898414bb5a8a0b4c \
    --hash=sha256:a3fff8f43dc260d5bd363d9f9cf1830fa3a458b332856f34282de498ed420edd
```

```python
httptools==0.6.4 \
    --hash=sha256:0614154d5454c21b6410fdf5262b4a3ddb0f53f1e1721cfd59d55f32138c578a \
    --hash=sha256:16e603a3bff50db08cd578d54f07032ca1631450ceb972c2f834c2b860c28ea2 \
    --hash=sha256:288cd628406cc53f9a541cfaf06041b4c71d751856bab45e3702191f931ccd17 \
    --hash=sha256:28908df1b9bb8187393d5b5db91435ccc9c8e891657f9cbb42a2541b44c82fc8
```