code_samples/ai_actions/assets/js/addAudioModule.js

code_samples/ai_actions/assets/js/addAudioModule.js

docs/ai_actions/extend_ai_actions.md@323:``` js
docs/ai_actions/extend_ai_actions.md@324:[[= include_file('code_samples/ai_actions/assets/js/addAudioModule.js') =]]
docs/ai_actions/extend_ai_actions.md@325:```

001⫶import { addModule } from '../../vendor/ibexa/connector-ai/src/bundle/Resources/public/js/core/create.ai.module';
002⫶import { default as TranscribeAudio } from './transcribe.audio'
003⫶
004⫶addModule(TranscribeAudio );

code_samples/ai_actions/assets/js/transcribe.audio.js

code_samples/ai_actions/assets/js/transcribe.audio.js

docs/ai_actions/extend_ai_actions.md@315:``` js
docs/ai_actions/extend_ai_actions.md@316:[[= include_file('code_samples/ai_actions/assets/js/transcribe.audio.js') =]]
docs/ai_actions/extend_ai_actions.md@317:```

001⫶import BaseAIComponent from '../../vendor/ibexa/connector-ai/src/bundle/Resources/public/js/core/base.ai.component';
002⫶
003⫶export default class TranscribeAudio extends BaseAIComponent {
004⫶    constructor(mainElement, config) {
005⫶        super(mainElement, config);
006⫶
007⫶        this.requestHeaders = {
008⫶            Accept: 'application/vnd.ibexa.api.ai.AudioText+json',
009⫶            'Content-Type': 'application/vnd.ibexa.api.ai.TranscribeAudio+json',
010⫶        };
011⫶    }
012⫶
013⫶    getAudioInBase64() {
014⫶        var request = new XMLHttpRequest();
015⫶        request.open('GET', this.inputElement.href, false);
016⫶        request.overrideMimeType('text\/plain; charset=x-user-defined');
017⫶        request.send();
018⫶
019⫶        if (request.status === 200) {
020⫶            return this.convertToBase64(request.responseText);
021⫶        }
022⫶    }
023⫶
024⫶    getRequestBody() {
025⫶        const body = {
026⫶            TranscribeAudio: {
027⫶                Audio: {
028⫶                    base64: this.getAudioInBase64(),
029⫶                },
030⫶                RuntimeContext: {},
031⫶            },
032⫶        };
033⫶
034⫶        if (this.languageCode) {
035⫶            body.TranscribeAudio.RuntimeContext.languageCode = this.languageCode;
036⫶        }
037⫶
038⫶        return JSON.stringify(body);
039⫶    }
040⫶
041⫶    afterFetchData(response) {
042⫶        super.afterFetchData();
043⫶
044⫶        if (response) {
045⫶            this.outputElement.value = response.AudioText.Text.text[0];
046⫶        }
047⫶    }
048⫶
049⫶    toggle(forceEnabled) {
050⫶        super.toggle(forceEnabled);
051⫶
052⫶        this.outputElement.disabled = !forceEnabled || !this.outputElement.disabled;
053⫶    }
054⫶
055⫶    convertToBase64(data) {
056⫶        var binary = ""
057⫶
058⫶        for(var i=0;i
059⫶            binary += String.fromCharCode(data.charCodeAt(i) & 0xff);
060⫶        }
061⫶
062⫶        return btoa(binary);
063⫶    }
064⫶}

code_samples/ai_actions/config/packages/ibexa_admin_ui.yaml

code_samples/ai_actions/config/packages/ibexa_admin_ui.yaml

docs/ai_actions/extend_ai_actions.md@294:``` yaml
docs/ai_actions/extend_ai_actions.md@295:[[= include_file('code_samples/ai_actions/config/packages/ibexa_admin_ui.yaml', 4, 5) =]][[= include_file('code_samples/ai_actions/config/packages/ibexa_admin_ui.yaml', 13, 15) =]][[= include_file('code_samples/ai_actions/config/packages/ibexa_admin_ui.yaml', 84) =]]
docs/ai_actions/extend_ai_actions.md@296:```

001⫶ibexa:
002⫶    system:
003⫶        admin_group:

code_samples/ai_actions/config/services.yaml

code_samples/ai_actions/config/services.yaml

docs/ai_actions/extend_ai_actions.md@45:``` yaml
docs/ai_actions/extend_ai_actions.md@46:[[= include_file('code_samples/ai_actions/config/services.yaml', 25, 28) =]]
docs/ai_actions/extend_ai_actions.md@47:```

001⫶    App\Command\AddMissingAltTextCommand:
002⫶        arguments:
003⫶            $projectDir: '%kernel.project_dir%'

docs/ai_actions/extend_ai_actions.md@112:``` yaml
docs/ai_actions/extend_ai_actions.md@113:[[= include_file('code_samples/ai_actions/config/services.yaml', 33, 37) =]]
docs/ai_actions/extend_ai_actions.md@114:```

001⫶    app.connector_ai.action_configuration.handler.llava_text_to_text.form_mapper.options:
002⫶        class: Ibexa\Bundle\ConnectorAi\Form\FormMapper\ActionConfiguration\ActionHandlerOptionsFormMapper
003⫶        arguments:

docs/ai_actions/extend_ai_actions.md@132:``` yaml
docs/ai_actions/extend_ai_actions.md@133:[[= include_file('code_samples/ai_actions/config/services.yaml', 38, 45) =]]
docs/ai_actions/extend_ai_actions.md@134:```

001⫶        tags:
002⫶            - name: ibexa.connector_ai.action_configuration.form_mapper.options
003⫶              type: !php/const \App\AI\Handler\LLaVaTextToTextActionHandler::IDENTIFIER
004⫶
005⫶    App\AI\ActionType\TranscribeAudioActionType:
006⫶        arguments:
007⫶            $actionHandlers: !tagged_iterator

docs/ai_actions/extend_ai_actions.md@158:``` yaml
docs/ai_actions/extend_ai_actions.md@159:[[= include_file('code_samples/ai_actions/config/services.yaml', 42, 50) =]]
docs/ai_actions/extend_ai_actions.md@160:```

001⫶    App\AI\ActionType\TranscribeAudioActionType:
002⫶        arguments:
003⫶            $actionHandlers: !tagged_iterator
004⫶                tag: app.connector_ai.action.handler.audio_to_text
005⫶                default_index_method: getIdentifier
006⫶                index_by: key
007⫶        tags:
008⫶            - { name: ibexa.ai.action.type, identifier: !php/const \App\AI\ActionType\TranscribeAudioActionType::IDENTIFIER }

docs/ai_actions/extend_ai_actions.md@192:``` yaml
docs/ai_actions/extend_ai_actions.md@193:[[= include_file('code_samples/ai_actions/config/services.yaml', 51, 58) =]]
docs/ai_actions/extend_ai_actions.md@194:```

001⫶    app.connector_ai.action_configuration.handler.transcribe_audio.form_mapper.options:
002⫶        class: Ibexa\Bundle\ConnectorAi\Form\FormMapper\ActionConfiguration\ActionTypeOptionsFormMapper
003⫶        arguments:
004⫶            $formType: 'App\Form\Type\TranscribeAudioOptionsType'
005⫶        tags:
006⫶            - name: ibexa.connector_ai.action_configuration.form_mapper.action_type_options
007⫶              type: !php/const \App\AI\ActionType\TranscribeAudioActionType::IDENTIFIER

docs/ai_actions/extend_ai_actions.md@206:``` yaml
docs/ai_actions/extend_ai_actions.md@207:[[= include_file('code_samples/ai_actions/config/services.yaml', 59, 63) =]]
docs/ai_actions/extend_ai_actions.md@208:```

001⫶    App\AI\Handler\WhisperAudioToTextActionHandler:
002⫶        tags:
003⫶            - { name: ibexa.ai.action.handler, priority: 0 }
004⫶            - { name: app.connector_ai.action.handler.audio_to_text, priority: 0 }

docs/ai_actions/extend_ai_actions.md@221:``` yaml
docs/ai_actions/extend_ai_actions.md@222:[[= include_file('code_samples/ai_actions/config/services.yaml', 65, 69) =]]
docs/ai_actions/extend_ai_actions.md@223:```

001⫶    App\AI\REST\Input\Parser\TranscribeAudio:
002⫶        parent: Ibexa\ConnectorAi\REST\Input\Parser\Action
003⫶        autowire: true
004⫶        tags:

docs/ai_actions/extend_ai_actions.md@246:``` yaml
docs/ai_actions/extend_ai_actions.md@247:[[= include_file('code_samples/ai_actions/config/services.yaml', 70, 73) =]]
docs/ai_actions/extend_ai_actions.md@248:```

001⫶    App\AI\REST\Output\Resolver\AudioTextResolver:
002⫶        tags:

docs/ai_actions/extend_ai_actions.md@257:``` yaml
docs/ai_actions/extend_ai_actions.md@258:[[= include_file('code_samples/ai_actions/config/services.yaml', 74, 78) =]]
docs/ai_actions/extend_ai_actions.md@259:```

001⫶    App\AI\REST\Output\ValueObjectVisitor\AudioText:
002⫶        parent: Ibexa\Contracts\Rest\Output\ValueObjectVisitor
003⫶        tags:

code_samples/ai_actions/src/AI/Action/TranscribeAudioAction.php

code_samples/ai_actions/src/AI/Action/TranscribeAudioAction.php

docs/ai_actions/extend_ai_actions.md@180:``` php
docs/ai_actions/extend_ai_actions.md@181:[[= include_file('code_samples/ai_actions/src/AI/Action/TranscribeAudioAction.php') =]]
docs/ai_actions/extend_ai_actions.md@182:```

001⫶
002⫶
003⫶namespace App\AI\Action;
004⫶
005⫶use App\AI\DataType\Audio;
006⫶use Ibexa\Contracts\ConnectorAi\Action\Action;
007⫶
008⫶final class TranscribeAudioAction extends Action
009⫶{
010⫶    private Audio $audio;
011⫶
012⫶    public function __construct(Audio $audio)
013⫶    {
014⫶        $this->audio = $audio;
015⫶    }
016⫶
017⫶    public function getParameters(): array
018⫶    {
019⫶        return [];
020⫶    }
021⫶
022⫶    public function getInput(): Audio
023⫶    {
024⫶        return $this->audio;
025⫶    }
026⫶
027⫶    public function getActionTypeIdentifier(): string
028⫶    {
029⫶        return 'transcribe_audio';
030⫶    }
031⫶}

code_samples/ai_actions/src/AI/ActionType/TranscribeAudioActionType.php

code_samples/ai_actions/src/AI/ActionType/TranscribeAudioActionType.php

docs/ai_actions/extend_ai_actions.md@154:``` php
docs/ai_actions/extend_ai_actions.md@155:[[= include_file('code_samples/ai_actions/src/AI/ActionType/TranscribeAudioActionType.php') =]]
docs/ai_actions/extend_ai_actions.md@156:```

001⫶
002⫶
003⫶namespace App\AI\ActionType;
004⫶
005⫶use App\AI\Action\TranscribeAudioAction;
006⫶use App\AI\DataType\Audio;
007⫶use Ibexa\Contracts\ConnectorAi\Action\DataType\Text;
008⫶use Ibexa\Contracts\ConnectorAi\ActionInterface;
009⫶use Ibexa\Contracts\ConnectorAi\ActionType\ActionTypeInterface;
010⫶use Ibexa\Contracts\ConnectorAi\DataType;
011⫶use Ibexa\Contracts\Core\Exception\InvalidArgumentException;
012⫶
013⫶final class TranscribeAudioActionType implements ActionTypeInterface
014⫶{
015⫶    public const IDENTIFIER = 'transcribe_audio';
016⫶
017⫶    /** @var iterable<\Ibexa\Contracts\ConnectorAi\Action\ActionHandlerInterface> */
018⫶    private iterable $actionHandlers;
019⫶
020⫶    /** @param iterable<\Ibexa\Contracts\ConnectorAi\Action\ActionHandlerInterface> $actionHandlers*/
021⫶    public function __construct(iterable $actionHandlers)
022⫶    {
023⫶        $this->actionHandlers = $actionHandlers;
024⫶    }
025⫶
026⫶    public function getIdentifier(): string
027⫶    {
028⫶        return self::IDENTIFIER;
029⫶    }
030⫶
031⫶    public function getName(): string
032⫶    {
033⫶        return 'Transcribe audio';
034⫶    }
035⫶
036⫶    public function getInputIdentifier(): string
037⫶    {
038⫶        return Audio::getIdentifier();
039⫶    }
040⫶
041⫶    public function getOutputIdentifier(): string
042⫶    {
043⫶        return Text::getIdentifier();
044⫶    }
045⫶
046⫶    public function getOptions(): array
047⫶    {
048⫶        return [];
049⫶    }
050⫶
051⫶    public function createAction(DataType $input, array $parameters = []): ActionInterface
052⫶    {
053⫶        if (!$input instanceof Audio) {
054⫶            throw new InvalidArgumentException(
055⫶                'audio',
056⫶                'expected \App\AI\DataType\Audio type, ' . get_debug_type($input) . ' given.'
057⫶            );
058⫶        }
059⫶
060⫶        return new TranscribeAudioAction($input);
061⫶    }
062⫶
063⫶    public function getActionHandlers(): iterable
064⫶    {
065⫶        return $this->actionHandlers;
066⫶    }
067⫶}

code_samples/ai_actions/src/AI/DataType/Audio.php

code_samples/ai_actions/src/AI/DataType/Audio.php

docs/ai_actions/extend_ai_actions.md@174:``` php
docs/ai_actions/extend_ai_actions.md@175:[[= include_file('code_samples/ai_actions/src/AI/DataType/Audio.php') =]]
docs/ai_actions/extend_ai_actions.md@176:```

001⫶
002⫶
003⫶namespace App\AI\DataType;
004⫶
005⫶use Ibexa\Contracts\ConnectorAi\DataType;
006⫶
007⫶/**
008⫶ * @implements DataType
009⫶ */
010⫶final class Audio implements DataType
011⫶{
012⫶    /** @var non-empty-array */
013⫶    private array $base64;
014⫶
015⫶    /**
016⫶     * @param non-empty-array $base64
017⫶     */
018⫶    public function __construct(array $base64)
019⫶    {
020⫶        $this->base64 = $base64;
021⫶    }
022⫶
023⫶    public function getBase64(): string
024⫶    {
025⫶        return reset($this->base64);
026⫶    }
027⫶
028⫶    public function getList(): array
029⫶    {
030⫶        return $this->base64;
031⫶    }
032⫶
033⫶    public static function getIdentifier(): string
034⫶    {
035⫶        return 'audio';
036⫶    }
037⫶}

code_samples/ai_actions/src/AI/Handler/LLaVaTextToTextActionHandler.php

code_samples/ai_actions/src/AI/Handler/LLaVaTextToTextActionHandler.php

docs/ai_actions/extend_ai_actions.md@108:``` php hl_lines="27-30 32-67 69-72"
docs/ai_actions/extend_ai_actions.md@109:[[= include_file('code_samples/ai_actions/src/AI/Handler/LLaVaTextToTextActionHandler.php') =]]
docs/ai_actions/extend_ai_actions.md@110:```

001⫶
002⫶
003⫶namespace App\AI\Handler;
004⫶
005⫶use Ibexa\Contracts\ConnectorAi\Action\ActionHandlerInterface;
006⫶use Ibexa\Contracts\ConnectorAi\Action\DataType\Text;
007⫶use Ibexa\Contracts\ConnectorAi\Action\TextToText\Action as TextToTextAction;
008⫶use Ibexa\Contracts\ConnectorAi\Action\TextToText\ActionResponse as TextToTextActionResponse;
009⫶use Ibexa\Contracts\ConnectorAi\ActionInterface;
010⫶use Ibexa\Contracts\ConnectorAi\ActionResponseInterface;
011⫶use Symfony\Contracts\HttpClient\HttpClientInterface;
012⫶
013⫶final class LLaVaTextToTextActionHandler implements ActionHandlerInterface
014⫶{
015⫶    private HttpClientInterface $client;
016⫶
017⫶    private string $host;
018⫶
019⫶    public const string IDENTIFIER = 'LLaVATextToText';
020⫶
021⫶    public function __construct(HttpClientInterface $client, string $host = 'http://localhost:8080')
022⫶    {
023⫶        $this->client = $client;
024⫶        $this->host = $host;
025⫶    }
026⫶
027⫸    public function supports(ActionInterface $action): bool
028⫸    {
029⫸        return $action instanceof TextToTextAction;
030⫸    }
031⫶
032⫸    public function handle(ActionInterface $action, array $context = []): ActionResponseInterface
033⫸    {
034⫸        /** @var \Ibexa\Contracts\ConnectorAi\Action\DataType\Text */
035⫸        $input = $action->getInput();
036⫸        $text = $this->sanitizeInput($input->getText());
037⫸
038⫸        $systemMessage = $action->hasActionContext() ? $action->getActionContext()->getActionHandlerOptions()->get('system_prompt', '') : '';
039⫸
040⫸        $response = $this->client->request(
041⫸            'POST',
042⫸            sprintf('%s/v1/chat/completions', $this->host),
043⫸            [
044⫸                'headers' => [
045⫸                    'Authorization: Bearer no-key',
046⫸                ],
047⫸                'json' => [
048⫸                    'model' => 'LLaMA_CPP',
049⫸                    'messages' => [
050⫸                        (object)[
051⫸                            'role' => 'system',
052⫸                            'content' => $systemMessage,
053⫸                        ],
054⫸                        (object)[
055⫸                            'role' => 'user',
056⫸                            'content' => $text,
057⫸                        ],
058⫸                    ],
059⫸                    'temperature' => 0.7,
060⫸                ],
061⫸            ]
062⫸        );
063⫸
064⫸        $output = strip_tags(json_decode($response->getContent(), true)['choices'][0]['message']['content']);
065⫸
066⫸        return new TextToTextActionResponse(new Text([$output]));
067⫸    }
068⫶
069⫸    public static function getIdentifier(): string
070⫸    {
071⫸        return self::IDENTIFIER;
072⫸    }
073⫶
074⫶    private function sanitizeInput(string $text): string
075⫶    {
076⫶        return str_replace(["\n", "\r"], ' ', $text);
077⫶    }
078⫶}

code_samples/ai_actions/src/AI/Handler/WhisperAudioToTextActionHandler.php

code_samples/ai_actions/src/AI/Handler/WhisperAudioToTextActionHandler.php

docs/ai_actions/extend_ai_actions.md@202:``` php hl_lines="30-33 48"
docs/ai_actions/extend_ai_actions.md@203:[[= include_file('code_samples/ai_actions/src/AI/Handler/WhisperAudioToTextActionHandler.php') =]]
docs/ai_actions/extend_ai_actions.md@204:```

001⫶
002⫶
003⫶namespace App\AI\Handler;
004⫶
005⫶use App\AI\ActionType\TranscribeAudioActionType;
006⫶use Ibexa\Contracts\ConnectorAi\Action\ActionHandlerInterface;
007⫶use Ibexa\Contracts\ConnectorAi\Action\DataType\Text;
008⫶use Ibexa\Contracts\ConnectorAi\Action\TextToText\ActionResponse;
009⫶use Ibexa\Contracts\ConnectorAi\ActionInterface;
010⫶use Ibexa\Contracts\ConnectorAi\ActionResponseInterface;
011⫶use Symfony\Component\Process\Exception\ProcessFailedException;
012⫶use Symfony\Component\Process\Process;
013⫶
014⫶final class WhisperAudioToTextActionHandler implements ActionHandlerInterface
015⫶{
016⫶    public function supports(ActionInterface $action): bool
017⫶    {
018⫶        return $action->getActionTypeIdentifier() === TranscribeAudioActionType::IDENTIFIER;
019⫶    }
020⫶
021⫶    public function handle(ActionInterface $action, array $context = []): ActionResponseInterface
022⫶    {
023⫶        /** @var \App\AI\DataType\Audio $input */
024⫶        $input = $action->getInput();
025⫶
026⫶        $path = $this->saveInputToFile($input->getBase64());
027⫶
028⫶        $arguments = ['whisper'];
029⫶
030⫸        $language = $action->getRuntimeContext()?->get('languageCode');
031⫸        if ($language !== null) {
032⫸            $arguments[] = sprintf('--language=%s', substr($language, 0, 2));
033⫸        }
034⫶
035⫶        $arguments[] = '--output_format=txt';
036⫶        $arguments[] = $path;
037⫶
038⫶        $process = new Process($arguments);
039⫶        $process->run();
040⫶
041⫶        if (!$process->isSuccessful()) {
042⫶            unlink($path);
043⫶            throw new ProcessFailedException($process);
044⫶        }
045⫶
046⫶        $output = $process->getOutput();
047⫶
048⫸        $includeTimestamps = $action->getActionContext()?->getActionTypeOptions()->get('include_timestamps', false) ?? false;
049⫶
050⫶        if (!$includeTimestamps) {
051⫶            $output = $this->removeTimestamps($output);
052⫶        }
053⫶
054⫶        unlink($path);
055⫶
056⫶        return new ActionResponse(new Text([$output]));
057⫶    }
058⫶
059⫶    public static function getIdentifier(): string
060⫶    {
061⫶        return 'whisper_audio_to_text';
062⫶    }
063⫶
064⫶    private function removeTimestamps(string $text): string
065⫶    {
066⫶        $lines = explode(PHP_EOL, $text);
067⫶
068⫶        $processed_lines = array_map(static function (string $line) {
069⫶            return preg_replace('/^\[\d{2}:\d{2}\.\d{3} --> \d{2}:\d{2}\.\d{3}]\s*/', '', $line);
070⫶        }, $lines);
071⫶
072⫶        return implode(PHP_EOL, $processed_lines);
073⫶    }
074⫶
075⫶    private function saveInputToFile(string $audioEncodedInBase64): string
076⫶    {
077⫶        $filename = uniqid('audio');
078⫶        $path = sys_get_temp_dir() . \DIRECTORY_SEPARATOR . $filename;
079⫶        file_put_contents($path, base64_decode($audioEncodedInBase64));
080⫶
081⫶        return $path;
082⫶    }
083⫶}

code_samples/ai_actions/src/AI/REST/Input/Parser/TranscribeAudio.php

code_samples/ai_actions/src/AI/REST/Input/Parser/TranscribeAudio.php

docs/ai_actions/extend_ai_actions.md@217:``` php
docs/ai_actions/extend_ai_actions.md@218:[[= include_file('code_samples/ai_actions/src/AI/REST/Input/Parser/TranscribeAudio.php') =]]
docs/ai_actions/extend_ai_actions.md@219:```

001⫶
002⫶
003⫶namespace App\AI\REST\Input\Parser;
004⫶
005⫶use App\AI\DataType\Audio as AudioDataType;
006⫶use App\AI\REST\Value\TranscribeAudioAction;
007⫶use Ibexa\ConnectorAi\REST\Input\Parser\Action;
008⫶use Ibexa\Contracts\Rest\Input\ParsingDispatcher;
009⫶
010⫶final class TranscribeAudio extends Action
011⫶{
012⫶    public const AUDIO_KEY = 'Audio';
013⫶    public const BASE64_KEY = 'base64';
014⫶
015⫶    public function parse(array $data, ParsingDispatcher $parsingDispatcher): TranscribeAudioAction
016⫶    {
017⫶        $this->assertInputIsValid($data);
018⫶        $runtimeContext = $this->getRuntimeContext($data);
019⫶
020⫶        return new TranscribeAudioAction(
021⫶            new AudioDataType([$data[self::AUDIO_KEY][self::BASE64_KEY]]),
022⫶            $runtimeContext
023⫶        );
024⫶    }
025⫶
026⫶    /** @param array $data */
027⫶    private function assertInputIsValid(array $data): void
028⫶    {
029⫶        if (!array_key_exists(self::AUDIO_KEY, $data)) {
030⫶            throw new \InvalidArgumentException('Missing audio key');
031⫶        }
032⫶
033⫶        if (!array_key_exists(self::BASE64_KEY, $data[self::AUDIO_KEY])) {
034⫶            throw new \InvalidArgumentException('Missing base64 key');
035⫶        }
036⫶    }
037⫶}

code_samples/ai_actions/src/AI/REST/Output/Resolver/AudioTextResolver.php

code_samples/ai_actions/src/AI/REST/Output/Resolver/AudioTextResolver.php

docs/ai_actions/extend_ai_actions.md@242:``` php
docs/ai_actions/extend_ai_actions.md@243:[[= include_file('code_samples/ai_actions/src/AI/REST/Output/Resolver/AudioTextResolver.php') =]]
docs/ai_actions/extend_ai_actions.md@244:```

001⫶
002⫶
003⫶namespace App\AI\REST\Output\Resolver;
004⫶
005⫶use App\AI\REST\Value\AudioText;
006⫶use Ibexa\ConnectorAi\REST\Output\ResolverInterface;
007⫶use Ibexa\Contracts\ConnectorAi\ActionResponseInterface;
008⫶
009⫶final class AudioTextResolver implements ResolverInterface
010⫶{
011⫶    public function getRestValue(
012⫶        ActionResponseInterface $actionResponse
013⫶    ): AudioText {
014⫶        return new AudioText(
015⫶            $actionResponse->getOutput()
016⫶        );
017⫶    }
018⫶}

code_samples/ai_actions/src/AI/REST/Output/ValueObjectVisitor/AudioText.php

code_samples/ai_actions/src/AI/REST/Output/ValueObjectVisitor/AudioText.php

docs/ai_actions/extend_ai_actions.md@253:``` php
docs/ai_actions/extend_ai_actions.md@254:[[= include_file('code_samples/ai_actions/src/AI/REST/Output/ValueObjectVisitor/AudioText.php') =]]
docs/ai_actions/extend_ai_actions.md@255:```

001⫶
002⫶
003⫶namespace App\AI\REST\Output\ValueObjectVisitor;
004⫶
005⫶use Ibexa\Contracts\Rest\Output\Generator;
006⫶use Ibexa\Contracts\Rest\Output\ValueObjectVisitor;
007⫶use Ibexa\Contracts\Rest\Output\Visitor;
008⫶
009⫶final class AudioText extends ValueObjectVisitor
010⫶{
011⫶    private const OBJECT_IDENTIFIER = 'AudioText';
012⫶
013⫶    public function visit(Visitor $visitor, Generator $generator, $data): void
014⫶    {
015⫶        $mediaType = 'ai.' . self::OBJECT_IDENTIFIER;
016⫶        $text = $data->getOutput();
017⫶
018⫶        $generator->startObjectElement(self::OBJECT_IDENTIFIER, $mediaType);
019⫶        $visitor->setHeader('Content-Type', $generator->getMediaType($mediaType));
020⫶
021⫶        $visitor->visitValueObject($text);
022⫶
023⫶        $generator->endObjectElement(self::OBJECT_IDENTIFIER);
024⫶    }
025⫶}

code_samples/ai_actions/src/AI/REST/Value/AudioText.php

code_samples/ai_actions/src/AI/REST/Value/AudioText.php

docs/ai_actions/extend_ai_actions.md@236:``` php
docs/ai_actions/extend_ai_actions.md@237:[[= include_file('code_samples/ai_actions/src/AI/REST/Value/AudioText.php') =]]
docs/ai_actions/extend_ai_actions.md@238:```

001⫶
002⫶
003⫶namespace App\AI\REST\Value;
004⫶
005⫶use Ibexa\ConnectorAi\REST\Value\RestActionResponse;
006⫶
007⫶final class AudioText extends RestActionResponse
008⫶{
009⫶}

code_samples/ai_actions/src/AI/REST/Value/TranscribeAudioAction.php

code_samples/ai_actions/src/AI/REST/Value/TranscribeAudioAction.php

docs/ai_actions/extend_ai_actions.md@227:``` php
docs/ai_actions/extend_ai_actions.md@228:[[= include_file('code_samples/ai_actions/src/AI/REST/Value/TranscribeAudioAction.php') =]]
docs/ai_actions/extend_ai_actions.md@229:```

001⫶
002⫶
003⫶namespace App\AI\REST\Value;
004⫶
005⫶use Ibexa\ConnectorAi\REST\Value\RestAction;
006⫶
007⫶final class TranscribeAudioAction extends RestAction
008⫶{
009⫶}

code_samples/ai_actions/src/Command/ActionConfigurationCreateCommand.php

code_samples/ai_actions/src/Command/ActionConfigurationCreateCommand.php

docs/ai_actions/extend_ai_actions.md@71:``` php hl_lines="3 17"
docs/ai_actions/extend_ai_actions.md@72:[[= include_file('code_samples/ai_actions/src/Command/ActionConfigurationCreateCommand.php', 57, 74) =]]
docs/ai_actions/extend_ai_actions.md@73:```

001⫶        $refineTextActionType = $this->actionTypeRegistry->getActionType('refine_text');
002⫶
003⫸        $actionConfigurationCreateStruct = new ActionConfigurationCreateStruct('rewrite_casual');
004⫶
005⫶        $actionConfigurationCreateStruct->setType($refineTextActionType);
006⫶        $actionConfigurationCreateStruct->setName('eng-GB', 'Rewrite in casual tone');
007⫶        $actionConfigurationCreateStruct->setDescription('eng-GB', 'Rewrites the text using a casual tone');
008⫶        $actionConfigurationCreateStruct->setActionHandler('openai-text-to-text');
009⫶        $actionConfigurationCreateStruct->setActionHandlerOptions(new ArrayMap([
010⫶            'max_tokens' => 4000,
011⫶            'temperature' => 1,
012⫶            'prompt' => 'Rewrite this content to improve readability. Preserve meaning and crucial information but use casual language accessible to a broader audience.',
013⫶            'model' => 'gpt-4-turbo',
014⫶        ]));
015⫶        $actionConfigurationCreateStruct->setEnabled(true);
016⫶
017⫸        $this->actionConfigurationService->createActionConfiguration($actionConfigurationCreateStruct);

docs/ai_actions/extend_ai_actions.md@81:``` php hl_lines="7-8"
docs/ai_actions/extend_ai_actions.md@82:[[= include_file('code_samples/ai_actions/src/Command/ActionConfigurationCreateCommand.php', 75, 83) =]]
docs/ai_actions/extend_ai_actions.md@83:```

001⫶        $action = new RefineTextAction(new Text([
002⫶            <<
003⫶            Proteins differ from one another primarily in their sequence of amino acids, which is dictated by the nucleotide sequence of their genes, 
004⫶            and which usually results in protein folding into a specific 3D structure that determines its activity.
005⫶TEXT
006⫶        ]));
007⫸        $actionConfiguration = $this->actionConfigurationService->getActionConfiguration('rewrite_casual');
008⫸        $actionResponse = $this->actionService->execute($action, $actionConfiguration)->getOutput();

code_samples/ai_actions/src/Command/AddMissingAltTextCommand.php

code_samples/ai_actions/src/Command/AddMissingAltTextCommand.php

docs/ai_actions/extend_ai_actions.md@15:``` php
docs/ai_actions/extend_ai_actions.md@16:[[= include_file('code_samples/ai_actions/src/Command/AddMissingAltTextCommand.php', 99, 118) =]]
docs/ai_actions/extend_ai_actions.md@17:```

001⫶        $action = new GenerateAltTextAction(new Image([$imageEncodedInBase64]));
002⫶
003⫶        $action->setRuntimeContext(new RuntimeContext(['languageCode' => $languageCode]));
004⫶        $action->setActionContext(
005⫶            new ActionContext(
006⫶                new Options(['default_locale_fallback' => 'en']), // System context
007⫶                new Options(['max_lenght' => 100]), // Action Type options
008⫶                new Options( // Action Handler options
009⫶                    [
010⫶                        'prompt' => 'Generate the alt text for this image in less than 100 characters.',
011⫶                        'temperature' => 0.7,
012⫶                        'max_tokens' => 4096,
013⫶                        'model' => 'gpt-4o-mini',
014⫶                    ]
015⫶                )
016⫶            )
017⫶        );
018⫶
019⫶        $output = $this->actionService->execute($action)->getOutput();

docs/ai_actions/extend_ai_actions.md@41:``` php hl_lines="85 98-123"
docs/ai_actions/extend_ai_actions.md@42:[[= include_file('code_samples/ai_actions/src/Command/AddMissingAltTextCommand.php') =]]
docs/ai_actions/extend_ai_actions.md@43:```

001⫶
002⫶
003⫶namespace App\Command;
004⫶
005⫶use Ibexa\AdminUi\Event\Options;
006⫶use Ibexa\Contracts\ConnectorAi\Action\ActionContext;
007⫶use Ibexa\Contracts\ConnectorAi\Action\DataType\Image;
008⫶use Ibexa\Contracts\ConnectorAi\Action\DataType\Text;
009⫶use Ibexa\Contracts\ConnectorAi\Action\GenerateAltTextAction;
010⫶use Ibexa\Contracts\ConnectorAi\Action\RuntimeContext;
011⫶use Ibexa\Contracts\ConnectorAi\ActionServiceInterface;
012⫶use Ibexa\Contracts\Core\Repository\ContentService;
013⫶use Ibexa\Contracts\Core\Repository\FieldTypeService;
014⫶use Ibexa\Contracts\Core\Repository\PermissionResolver;
015⫶use Ibexa\Contracts\Core\Repository\UserService;
016⫶use Ibexa\Contracts\Core\Repository\Values\Content\ContentList;
017⫶use Ibexa\Contracts\Core\Repository\Values\Content\Query\Criterion\ContentTypeIdentifier;
018⫶use Ibexa\Contracts\Core\Repository\Values\Content\Query\Criterion\DateMetadata;
019⫶use Ibexa\Contracts\Core\Repository\Values\Content\Query\Criterion\Operator;
020⫶use Ibexa\Contracts\Core\Repository\Values\Filter\Filter;
021⫶use Ibexa\Core\FieldType\Image\Value;
022⫶use Symfony\Component\Console\Command\Command;
023⫶use Symfony\Component\Console\Input\InputArgument;
024⫶use Symfony\Component\Console\Input\InputInterface;
025⫶use Symfony\Component\Console\Output\OutputInterface;
026⫶
027⫶final class AddMissingAltTextCommand extends Command
028⫶{
029⫶    protected static $defaultName = 'app:add-alt-text';
030⫶
031⫶    private const IMAGE_FIELD_IDENTIFIER = 'image';
032⫶
033⫶    private ContentService $contentService;
034⫶
035⫶    private PermissionResolver $permissionResolver;
036⫶
037⫶    private UserService $userService;
038⫶
039⫶    private FieldTypeService $fieldTypeService;
040⫶
041⫶    private ActionServiceInterface $actionService;
042⫶
043⫶    private string $projectDir;
044⫶
045⫶    public function __construct(
046⫶        ContentService $contentService,
047⫶        PermissionResolver $permissionResolver,
048⫶        UserService $userService,
049⫶        FieldTypeService $fieldTypeService,
050⫶        ActionServiceInterface $actionService,
051⫶        string $projectDir
052⫶    ) {
053⫶        parent::__construct();
054⫶        $this->contentService = $contentService;
055⫶        $this->permissionResolver = $permissionResolver;
056⫶        $this->userService = $userService;
057⫶        $this->fieldTypeService = $fieldTypeService;
058⫶        $this->actionService = $actionService;
059⫶        $this->projectDir = $projectDir;
060⫶    }
061⫶
062⫶    protected function configure(): void
063⫶    {
064⫶        $this->addArgument('user', InputArgument::OPTIONAL, 'Login of the user executing the actions', 'admin');
065⫶    }
066⫶
067⫶    protected function execute(InputInterface $input, OutputInterface $output): int
068⫶    {
069⫶        $this->setUser($input->getArgument('user'));
070⫶
071⫶        $modifiedImages = $this->getModifiedImages();
072⫶        $output->writeln(sprintf('Found %d modified image in the last 24h', $modifiedImages->getTotalCount()));
073⫶
074⫶        /** @var \Ibexa\Core\Repository\Values\Content\Content $content */
075⫶        foreach ($modifiedImages as $content) {
076⫶            /** @var ?Value $value */
077⫶            $value = $content->getFieldValue(self::IMAGE_FIELD_IDENTIFIER);
078⫶
079⫶            if ($value === null || !$this->shouldGenerateAltText($value)) {
080⫶                $output->writeln(sprintf('Image %s has the image field empty or the alternative text is already specified. Skipping.', $content->getName()));
081⫶                continue;
082⫶            }
083⫶
084⫶            $contentUpdateStruct = $this->contentService->newContentUpdateStruct();
085⫸            $value->alternativeText = $this->getSuggestedAltText($this->convertImageToBase64($value->uri), $content->getDefaultLanguageCode());
086⫶            $contentUpdateStruct->setField(self::IMAGE_FIELD_IDENTIFIER, $value);
087⫶
088⫶            $updatedContent = $this->contentService->updateContent(
089⫶                $this->contentService->createContentDraft($content->getContentInfo())->getVersionInfo(),
090⫶                $contentUpdateStruct
091⫶            );
092⫶            $this->contentService->publishVersion($updatedContent->getVersionInfo());
093⫶        }
094⫶
095⫶        return Command::SUCCESS;
096⫶    }
097⫶
098⫸    private function getSuggestedAltText(string $imageEncodedInBase64, string $languageCode): string
099⫸    {
100⫸        $action = new GenerateAltTextAction(new Image([$imageEncodedInBase64]));
101⫸
102⫸        $action->setRuntimeContext(new RuntimeContext(['languageCode' => $languageCode]));
103⫸        $action->setActionContext(
104⫸            new ActionContext(
105⫸                new Options(['default_locale_fallback' => 'en']), // System context
106⫸                new Options(['max_lenght' => 100]), // Action Type options
107⫸                new Options( // Action Handler options
108⫸                    [
109⫸                        'prompt' => 'Generate the alt text for this image in less than 100 characters.',
110⫸                        'temperature' => 0.7,
111⫸                        'max_tokens' => 4096,
112⫸                        'model' => 'gpt-4o-mini',
113⫸                    ]
114⫸                )
115⫸            )
116⫸        );
117⫸
118⫸        $output = $this->actionService->execute($action)->getOutput();
119⫸
120⫸        assert($output instanceof Text);
121⫸
122⫸        return $output->getText();
123⫸    }
124⫶
125⫶    private function convertImageToBase64(?string $uri): string
126⫶    {
127⫶        $file = file_get_contents($this->projectDir . \DIRECTORY_SEPARATOR . 'public' . \DIRECTORY_SEPARATOR . $uri);
128⫶        if ($file === false) {
129⫶            throw new \RuntimeException('Cannot read file');
130⫶        }
131⫶
132⫶        return 'data:image/jpeg;base64,' . base64_encode($file);
133⫶    }
134⫶
135⫶    private function getModifiedImages(): ContentList
136⫶    {
137⫶        $filter = (new Filter())
138⫶            ->withCriterion(
139⫶                new DateMetadata(DateMetadata::MODIFIED, Operator::GTE, strtotime('-1 day'))
140⫶            )
141⫶        ->andWithCriterion(new ContentTypeIdentifier('image'));
142⫶
143⫶        return $this->contentService->find($filter);
144⫶    }
145⫶
146⫶    private function shouldGenerateAltText(Value $value): bool
147⫶    {
148⫶        return $this->fieldTypeService->getFieldType('ezimage')->isEmptyValue($value) === false &&
149⫶            $value->isAlternativeTextEmpty();
150⫶    }
151⫶
152⫶    private function setUser(string $userLogin): void
153⫶    {
154⫶        $this->permissionResolver->setCurrentUserReference($this->userService->loadUserByLogin($userLogin));
155⫶    }
156⫶}

code_samples/ai_actions/src/Form/Type/TextToTextOptionsType.php

code_samples/ai_actions/src/Form/Type/TextToTextOptionsType.php

docs/ai_actions/extend_ai_actions.md@128:``` php hl_lines="14-18"
docs/ai_actions/extend_ai_actions.md@129:[[= include_file('code_samples/ai_actions/src/Form/Type/TextToTextOptionsType.php') =]]
docs/ai_actions/extend_ai_actions.md@130:```

001⫶
002⫶
003⫶namespace App\Form\Type;
004⫶
005⫶use Symfony\Component\Form\AbstractType;
006⫶use Symfony\Component\Form\Extension\Core\Type\TextareaType;
007⫶use Symfony\Component\Form\FormBuilderInterface;
008⫶use Symfony\Component\OptionsResolver\OptionsResolver;
009⫶
010⫶final class TextToTextOptionsType extends AbstractType
011⫶{
012⫶    public function buildForm(FormBuilderInterface $builder, array $options): void
013⫶    {
014⫸        $builder->add('system_prompt', TextareaType::class, [
015⫸            'required' => true,
016⫸            'disabled' => $options['translation_mode'],
017⫸            'label' => 'System message',
018⫸        ]);
019⫶    }
020⫶
021⫶    public function configureOptions(OptionsResolver $resolver): void
022⫶    {
023⫶        $resolver->setDefaults([
024⫶            'translation_domain' => 'ibexa_connector_ai',
025⫶            'translation_mode' => false,
026⫶        ]);
027⫶
028⫶        $resolver->setAllowedTypes('translation_mode', 'bool');
029⫶    }
030⫶}

code_samples/ai_actions/src/Form/Type/TranscribeAudioOptionsType.php

code_samples/ai_actions/src/Form/Type/TranscribeAudioOptionsType.php

docs/ai_actions/extend_ai_actions.md@188:``` php hl_lines="14-18"
docs/ai_actions/extend_ai_actions.md@189:[[= include_file('code_samples/ai_actions/src/Form/Type/TranscribeAudioOptionsType.php') =]]
docs/ai_actions/extend_ai_actions.md@190:```

001⫶
002⫶
003⫶namespace App\Form\Type;
004⫶
005⫶use Symfony\Component\Form\AbstractType;
006⫶use Symfony\Component\Form\Extension\Core\Type\CheckboxType;
007⫶use Symfony\Component\Form\FormBuilderInterface;
008⫶use Symfony\Component\OptionsResolver\OptionsResolver;
009⫶
010⫶final class TranscribeAudioOptionsType extends AbstractType
011⫶{
012⫶    public function buildForm(FormBuilderInterface $builder, array $options): void
013⫶    {
014⫸        $builder->add('include_timestamps', CheckboxType::class, [
015⫸            'required' => false,
016⫸            'disabled' => $options['translation_mode'],
017⫸            'label' => 'Include timestamps',
018⫸        ]);
019⫶    }
020⫶
021⫶    public function configureOptions(OptionsResolver $resolver): void
022⫶    {
023⫶        $resolver->setDefaults([
024⫶            'translation_domain' => 'ibexa_connector_ai',
025⫶            'translation_mode' => false,
026⫶        ]);
027⫶
028⫶        $resolver->setAllowedTypes('translation_mode', 'bool');
029⫶    }
030⫶}

code_samples/ai_actions/src/Query/Search.php

code_samples/ai_actions/src/Query/Search.php

docs/search/ai_actions_search_reference/action_configuration_criteria.md@19:``` php
docs/search/ai_actions_search_reference/action_configuration_criteria.md@20:[[= include_file('code_samples/ai_actions/src/Query/Search.php') =]]
docs/search/ai_actions_search_reference/action_configuration_criteria.md@21:```

001⫶
002⫶
003⫶use Ibexa\Contracts\ConnectorAi\ActionConfiguration\ActionConfigurationQuery;
004⫶use Ibexa\Contracts\ConnectorAi\ActionConfiguration\Query\Criterion;
005⫶use Ibexa\Contracts\ConnectorAi\ActionConfiguration\Query\SortClause;
006⫶use Ibexa\Contracts\CoreSearch\Values\Query\AbstractSortClause;
007⫶use Ibexa\Contracts\CoreSearch\Values\Query\Criterion\FieldValueCriterion;
008⫶
009⫶$query = new ActionConfigurationQuery(
010⫶    new Criterion\LogicalAnd(
011⫶        new Criterion\Enabled(),
012⫶        new Criterion\LogicalOr(
013⫶            new Criterion\Name('Casual', FieldValueCriterion::COMPARISON_STARTS_WITH),
014⫶            new Criterion\Identifier('casual')
015⫶        )
016⫶    ),
017⫶    [
018⫶        new SortClause\Enabled(AbstractSortClause::SORT_DESC),
019⫶        new SortClause\Identifier(AbstractSortClause::SORT_ASC),
020⫶    ]
021⫶);
022⫶/** @var \Ibexa\Contracts\ConnectorAi\ActionConfigurationServiceInterface $actionConfigurationService */
023⫶$results = $actionConfigurationService->findActionConfigurations($query);

docs/search/ai_actions_search_reference/action_configuration_sort_clauses.md@14:``` php
docs/search/ai_actions_search_reference/action_configuration_sort_clauses.md@15:[[= include_file('code_samples/ai_actions/src/Query/Search.php') =]]
docs/search/ai_actions_search_reference/action_configuration_sort_clauses.md@16:```

001⫶
002⫶
003⫶use Ibexa\Contracts\ConnectorAi\ActionConfiguration\ActionConfigurationQuery;
004⫶use Ibexa\Contracts\ConnectorAi\ActionConfiguration\Query\Criterion;
005⫶use Ibexa\Contracts\ConnectorAi\ActionConfiguration\Query\SortClause;
006⫶use Ibexa\Contracts\CoreSearch\Values\Query\AbstractSortClause;
007⫶use Ibexa\Contracts\CoreSearch\Values\Query\Criterion\FieldValueCriterion;
008⫶
009⫶$query = new ActionConfigurationQuery(
010⫶    new Criterion\LogicalAnd(
011⫶        new Criterion\Enabled(),
012⫶        new Criterion\LogicalOr(
013⫶            new Criterion\Name('Casual', FieldValueCriterion::COMPARISON_STARTS_WITH),
014⫶            new Criterion\Identifier('casual')
015⫶        )
016⫶    ),
017⫶    [
018⫶        new SortClause\Enabled(AbstractSortClause::SORT_DESC),
019⫶        new SortClause\Identifier(AbstractSortClause::SORT_ASC),
020⫶    ]
021⫶);
022⫶/** @var \Ibexa\Contracts\ConnectorAi\ActionConfigurationServiceInterface $actionConfigurationService */
023⫶$results = $actionConfigurationService->findActionConfigurations($query);

code_samples/ai_actions/templates/themes/admin/admin/ui/fieldtype/edit/form_fields_binary_ai.html.twig

code_samples/ai_actions/templates/themes/admin/admin/ui/fieldtype/edit/form_fields_binary_ai.html.twig

docs/ai_actions/extend_ai_actions.md@289:``` twig
docs/ai_actions/extend_ai_actions.md@290:[[= include_file('code_samples/ai_actions/templates/themes/admin/admin/ui/fieldtype/edit/form_fields_binary_ai.html.twig') =]]
docs/ai_actions/extend_ai_actions.md@291:```

001⫶{% extends '@ibexadesign/ui/field_type/edit/ezbinaryfile.html.twig' %}
002⫶
003⫶{% block ezbinaryfile_preview %}
004⫶    {{  parent() }}
005⫶
006⫶    {% set transcriptFieldIdentifier = 'transcript' %}
007⫶    {% set fieldTypeIdentifiers = form.parent.parent.vars.value|keys %}
008⫶
009⫶    {% if transcriptFieldIdentifier in fieldTypeIdentifiers %}
010⫶        {%   set module_id = 'TranscribeAudio' %}
011⫶        {%   set ai_config_id = 'transcribe_audio' %}
012⫶        {%   set container_selector = '.ibexa-edit-content' %}
013⫶        {%   set input_selector = '.ibexa-field-edit-preview__action--preview' %}
014⫶        {%   set output_selector = '#ezplatform_content_forms_content_edit_fieldsData_transcript_value' %}
015⫶        {%   set cancel_wrapper_selector = '.ibexa-field-edit-preview__media-wrapper' %}
016⫶
017⫶        {% embed '@ibexadesign/connector_ai/ui/ai_module/ai_component.html.twig' with {
018⫶            ai_config_id,
019⫶            container_selector,
020⫶            input_selector,
021⫶            output_selector,
022⫶        } %}
023⫶        {% endembed %}
024⫶    {% endif %}
025⫶{% endblock %}

code_samples/ai_actions/webpack.config.js

code_samples/ai_actions/webpack.config.js

docs/ai_actions/extend_ai_actions.md@329:``` js
docs/ai_actions/extend_ai_actions.md@330:[[= include_file('code_samples/ai_actions/webpack.config.js', 40, 47) =]]
docs/ai_actions/extend_ai_actions.md@331:```

001⫶    ibexaConfig,
002⫶    entryName: 'ibexa-admin-ui-layout-js',
003⫶    newItems: [
004⫶        path.resolve(__dirname, './assets/js/addAudioModule.js')
005⫶    ],
006⫶});

code_samples/data_migration/examples/ai/action_configuration_create.yaml

code_samples/data_migration/examples/ai/action_configuration_create.yaml

docs/content_management/data_migration/importing_data.md@501:``` yaml
docs/content_management/data_migration/importing_data.md@502:[[= include_file('code_samples/data_migration/examples/ai/action_configuration_create.yaml') =]]
docs/content_management/data_migration/importing_data.md@503:```

001⫶-   type: action_configuration
002⫶    mode: create
003⫶    identifier: foo_identifier
004⫶    enabled: false
005⫶    names:
006⫶        'eng-GB': 'foo_name_eng_gb'
007⫶        'ger-DE': 'foo_name_ger_de'
008⫶
009⫶    descriptions:
010⫶        'ger-DE': 'foo_description_ger_de'
011⫶
012⫶    action_handler_identifier: foo_handler
013⫶    action_handler_options:
014⫶        handler_option: foo
015⫶
016⫶    action_type_identifier: generate_alt_text
017⫶    action_type_options:
018⫶        max_length: 130

code_samples/data_migration/examples/ai/action_configuration_delete.yaml

code_samples/data_migration/examples/ai/action_configuration_delete.yaml

docs/content_management/data_migration/importing_data.md@513:``` yaml
docs/content_management/data_migration/importing_data.md@514:[[= include_file('code_samples/data_migration/examples/ai/action_configuration_delete.yaml') =]]
docs/content_management/data_migration/importing_data.md@515:```

001⫶-   type: action_configuration
002⫶    mode: delete
003⫶    match:
004⫶        field: identifier
005⫶        value: foo_identifier

code_samples/data_migration/examples/ai/action_configuration_update.yaml

code_samples/data_migration/examples/ai/action_configuration_update.yaml