- **Maven**: Build and dependency management

## Quick Start

### Prerequisites

- Java 21 or higher
- OpenSearch/Elasticsearch cluster (2.x+ recommended)
- Maven 3.8+ for building from source

### Installation

Add the dependency to your `pom.xml`:

```xml
<dependency>
    <groupId>org.codelibs.fess</groupId>
    <artifactId>fess-suggest</artifactId>
    <version>15.2.0-SNAPSHOT</version>
</dependency>
```

FastAPI repose sur les épaules de géants :

* [Starlette](https://www.starlette.dev/) pour les parties web.
* [Pydantic](https://docs.pydantic.dev/) pour les parties données.

## Installation { #installation }

Créez et activez un [environnement virtuel](https://fastapi.tiangolo.com/fr/virtual-environments/) puis installez FastAPI :

<div class="termy">

```console
$ pip install "fastapi[standard]"

/// info

If you are planning to use digital signature algorithms like RSA or ECDSA, you should install the cryptography library dependency `pyjwt[crypto]`.

You can read more about it in the [PyJWT Installation docs](https://pyjwt.readthedocs.io/en/latest/installation.html).

///

## Password hashing { #password-hashing }

"Hashing" means converting some content (a password in this case) into a sequence of bytes (just a string) that looks like gibberish.

  if len(curr_version) > 1:
    print('WARNING: current clang installation is not a release version.\n')

  curr_version = curr_version[0]
  curr_version_int = convert_version_to_int(curr_version)
  # Check if current clang version can be detected properly.
  if not curr_version_int:
    print('WARNING: current clang installation version unknown.\n')
    return None

install: build ## builds minio and installs it to $GOPATH/bin.
	@echo "Installing minio binary to '$(GOPATH)/bin/minio'"
	@mkdir -p $(GOPATH)/bin && cp -af $(PWD)/minio $(GOPATH)/bin/minio
	@echo "Installation successful. To learn more, try \"minio --help\"."

clean: ## cleanup all generated assets
	@echo "Cleaning up all the generated files"
	@find . -name '*.test' | xargs rm -fv
	@find . -name '*~' | xargs rm -fv

            if (!Files.isRegularFile(installationSettingsFile)) {
                throw new FileNotFoundException(
                        "The specified installation settings file does not exist: " + installationSettingsFile);
            }
        } else {
            String installationSettingsFileStr =

Nevertheless, if you just use `pip` directly, the packages would be installed in your **global Python environment** (the global installation of Python).

### The Problem { #the-problem }

So, what's the problem with installing packages in the global Python environment?

FastAPI stands on the shoulders of giants:

* [Starlette](https://www.starlette.dev/) for the web parts.
* [Pydantic](https://docs.pydantic.dev/) for the data parts.

## Installation { #installation }

Create and activate a [virtual environment](https://fastapi.tiangolo.com/virtual-environments/) and then install FastAPI:

<div class="termy">

```console
$ pip install "fastapi[standard]"

    "path": "platforms/core-configuration/input-tracking",
    "unitTests": true,
    "functionalTests": true,
    "crossVersionTests": false
  },
  {
    "name": "installation-beacon",
    "path": "platforms/core-runtime/installation-beacon",
    "unitTests": false,
    "functionalTests": false,
    "crossVersionTests": false
  },
  {
    "name": "instrumentation-agent",

        final ChatMessage msg = ChatMessage.assistantMessage("Response text");
        final Map<String, Object> doc1 = new HashMap<>();
        doc1.put("title", "Installation Guide");
        doc1.put("url", "http://example.com/install");
        msg.addSource(new ChatSource(1, doc1));
        final Map<String, Object> doc2 = new HashMap<>();
        doc2.put("title", "Quick Start");