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refactor(platform|agent): support for speech moved to processors
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‎docs/bundles/ai-bundle.rst‎

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@@ -1189,12 +1189,25 @@ When using the bundle, the configuration allows to configure models and voices::
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platform:
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elevenlabs:
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api_key: '%env(ELEVEN_LABS_API_KEY)%'
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openai:
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api_key: '%env(OPENAI_API_KEY)%'
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agent:
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assistant_vocal:
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platform: ai.platform.openai
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model: gpt-4o
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speech:
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platform: 'ai.platform.elevenlabs'
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tts_model: '%env(ELEVEN_LABS_TTS_MODEL)%'
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tts_options:
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voice: '%env(ELEVEN_LABS_VOICE_IDENTIFIER)%'
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stt_model: '%env(ELEVEN_LABS_STT_MODEL)%'
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.. note::
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The current example is built for "TTS / STT sandwich", a pattern that handles both input and output as audio,
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both STT and TTS can be enabled independently.
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.. _`Symfony AI Agent`: https://github.com/symfony/ai-agent
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.. _`Symfony AI Chat`: https://github.com/symfony/ai-chat
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.. _`Symfony AI Platform`: https://github.com/symfony/ai-platform

‎docs/components/agent.rst‎

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@@ -731,6 +731,116 @@ Testing a service that uses an agent::
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The ``MockAgent`` provides all the benefits of traditional mocks while offering a more intuitive API for AI agent testing,
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making your tests more reliable and easier to maintain.
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Speech support
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~~~~~~~~~~~~~~
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Using speech to send messages / receive answers as audio is a common use case when integrating agents and/or chats,
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this approach allows to either send audio and expect text output or send a text and receive an audio content.
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Another approach is to use stt / tts together to enable a full audio pipeline, this approach introduce some latency
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(as both input/output must be processed) but allows to create a more natural and "human-like" conversation flow.
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Speech support can be enabled using :class:`Symfony\\AI\\Agent\\InputProcessor\\SpeechProcessor` (for `text-to-speech` in this example)::
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use Symfony\AI\Agent\Agent;
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use Symfony\AI\Agent\InputProcessor\SpeechProcessor;
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use Symfony\AI\Platform\Bridge\ElevenLabs\PlatformFactory as ElevenLabsPlatformFactory;
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use Symfony\AI\Platform\Bridge\OpenAi\PlatformFactory as OpenAiPlatformFactory;
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use Symfony\AI\Platform\Message\Message;
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use Symfony\AI\Platform\Message\MessageBag;
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use Symfony\AI\Platform\Speech\SpeechConfiguration;
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use Symfony\Component\HttpClient\HttpClient;
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require_once dirname(__DIR__).'/bootstrap.php';
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$platform = OpenAiPlatformFactory::create('key', httpClient: HttpClient::create());
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$agent = new Agent($platform, 'gpt-4o', outputProcessors: [
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new SpeechProcessor(ElevenLabsPlatformFactory::create(
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apiKey: 'key',
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httpClient: http_client()
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), new SpeechConfiguration([
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'tts_model' => 'eleven_multilingual_v2',
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'tts_options' => [
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'voice' => 'Dslrhjl3ZpzrctukrQSN', // Brad (https://elevenlabs.io/app/voice-library?voiceId=Dslrhjl3ZpzrctukrQSN)
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],
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])),
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]);
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$answer = $agent->call(new MessageBag(
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Message::ofUser('Tina has one brother and one sister. How many sisters do Tina\'s siblings have?'),
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));
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echo $answer->getSpeech()->asBinary();
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When handling `speech-to-speech`, the process still the same but requires a :class:`Symfony\\AI\\Platform\\Message\\Content\\Audio` as an input::
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use Symfony\AI\Agent\Agent;
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use Symfony\AI\Agent\InputProcessor\SpeechProcessor;
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use Symfony\AI\Platform\Bridge\ElevenLabs\PlatformFactory as ElevenLabsPlatformFactory;
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use Symfony\AI\Platform\Bridge\OpenAi\PlatformFactory as OpenAiPlatformFactory;
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use Symfony\AI\Platform\Message\Content\Audio;
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use Symfony\AI\Platform\Message\Message;
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use Symfony\AI\Platform\Message\MessageBag;
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use Symfony\AI\Platform\Speech\SpeechConfiguration;
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use Symfony\Component\HttpClient\HttpClient;
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require_once dirname(__DIR__).'/bootstrap.php';
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$platform = OpenAiPlatformFactory::create('key', httpClient: HttpClient::create());
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$agent = new Agent($platform, 'gpt-4o', [
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new SpeechProcessor(ElevenLabsPlatformFactory::create(
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apiKey: 'key',
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httpClient: http_client(),
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), new SpeechConfiguration([
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'stt_model' => 'scribe_v1',
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]))
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]);
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$answer = $agent->call(new MessageBag(
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Message::ofUser(Audio::fromFile(dirname(__DIR__, 2).'/fixtures/audio.mp3'))
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));
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echo $answer->getContent();
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A "STT / TTS sandwich" can be created using the :class:`Symfony\\AI\\Agent\\InputProcessor\\SpeechProcessor` as input and output processor::
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use Symfony\AI\Agent\Agent;
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use Symfony\AI\Agent\InputProcessor\SpeechProcessor;
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use Symfony\AI\Platform\Bridge\ElevenLabs\PlatformFactory as ElevenLabsPlatformFactory;
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use Symfony\AI\Platform\Bridge\OpenAi\PlatformFactory as OpenAiPlatformFactory;
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use Symfony\AI\Platform\Message\Content\Audio;
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use Symfony\AI\Platform\Message\Message;
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use Symfony\AI\Platform\Message\MessageBag;
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use Symfony\AI\Platform\Speech\SpeechConfiguration;
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use Symfony\Component\HttpClient\HttpClient;
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require_once dirname(__DIR__).'/bootstrap.php';
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$platform = OpenAiPlatformFactory::create('key', httpClient: HttpClient::create());
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$speechProcessor = new SpeechProcessor(ElevenLabsPlatformFactory::create(
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apiKey: 'key',
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httpClient: http_client(),
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), new SpeechConfiguration([
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'tts_model' => 'eleven_multilingual_v2',
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'tts_options' => [
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'voice' => 'Dslrhjl3ZpzrctukrQSN', // Brad (https://elevenlabs.io/app/voice-library?voiceId=Dslrhjl3ZpzrctukrQSN)
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],
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'stt_model' => 'scribe_v1',
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]));
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$agent = new Agent($platform, 'gpt-4o', [$speechProcessor], [$speechProcessor]);
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$answer = $agent->call(new MessageBag(
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Message::ofUser(Audio::fromFile(dirname(__DIR__, 2).'/fixtures/audio.mp3'))
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));
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echo $answer->getSpeech()->asBinary();
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.. note::
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Handling both `text-to-speech` and `speech-to-text` introduce latency as most of the process is synchronous.
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Code Examples
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~~~~~~~~~~~~~
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‎docs/components/platform.rst‎

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@@ -687,92 +687,6 @@ This allows fast and isolated testing of AI-powered features without relying on
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This requires `cURL` and the `ext-curl` extension to be installed.
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Speech support
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~~~~~~~~~~~~~~
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Using speech to send messages / receive answers as audio is a common use case when integrating agents and/or chats,
694-
this approach allows to either send audio and expect text output or send a text and receive an audio content.
695-
696-
Another approach is to use stt / tts together to enable a full audio pipeline, this approach introduce some latency
697-
(as both input/output must be processed) but allows to create a more natural and "human-like" conversation flow.
698-
699-
Speech support can be enabled using :class:`Symfony\\AI\\Platform\\Speech\\SpeechListener` (for `text-to-speech` in this example)::
700-
701-
use Symfony\AI\Agent\Agent;
702-
use Symfony\AI\Platform\Bridge\ElevenLabs\PlatformFactory as ElevenLabsPlatformFactory;
703-
use Symfony\AI\Platform\Bridge\OpenAi\PlatformFactory as OpenAiPlatformFactory;
704-
use Symfony\AI\Platform\Message\Message;
705-
use Symfony\AI\Platform\Message\MessageBag;
706-
use Symfony\AI\Platform\Speech\SpeechConfiguration;
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use Symfony\AI\Platform\Speech\SpeechListener;
708-
use Symfony\Component\EventDispatcher\EventDispatcher;
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use Symfony\Component\HttpClient\HttpClient;
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$eventDispatcher = new EventDispatcher();
712-
$eventDispatcher->addSubscriber(new SpeechListener([
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'elevenlabs' => ElevenLabsPlatformFactory::create(
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env('ELEVEN_LABS_API_KEY'),
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httpClient: HttpClient::create(),
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),
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], [
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'elevenlabs' => new SpeechConfiguration([
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'tts_model' => 'eleven_multilingual_v2',
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'tts_options' => [
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'voice' => 'Dslrhjl3ZpzrctukrQSN', // Brad (https://elevenlabs.io/app/voice-library?voiceId=Dslrhjl3ZpzrctukrQSN)
722-
],
723-
]),
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]));
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$platform = OpenAiPlatformFactory::create(env('OPENAI_API_KEY'), httpClient: HttpClient::create(), eventDispatcher: $eventDispatcher);
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728-
$agent = new Agent($platform, 'gpt-4o');
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$answer = $agent->call(new MessageBag(
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Message::ofUser('Tina has one brother and one sister. How many sisters do Tina\'s siblings have?'),
731-
));
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733-
echo $answer->getSpeech()->asBinary();
734-
735-
When handling `speech-to-speech`, the process still the same but requires a :class:`Symfony\\AI\\Platform\\Message\\Content\\Audio` as an input::
736-
737-
use Symfony\AI\Agent\Agent;
738-
use Symfony\AI\Platform\Bridge\ElevenLabs\PlatformFactory as ElevenLabsPlatformFactory;
739-
use Symfony\AI\Platform\Bridge\OpenAi\PlatformFactory as OpenAiPlatformFactory;
740-
use Symfony\AI\Platform\Message\Content\Audio;
741-
use Symfony\AI\Platform\Message\Message;
742-
use Symfony\AI\Platform\Message\MessageBag;
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use Symfony\AI\Platform\Speech\SpeechConfiguration;
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use Symfony\AI\Platform\Speech\SpeechListener;
745-
use Symfony\Component\EventDispatcher\EventDispatcher;
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use Symfony\Component\HttpClient\HttpClient;
747-
748-
$eventDispatcher = new EventDispatcher();
749-
$eventDispatcher->addSubscriber(new SpeechListener([
750-
'elevenlabs' => ElevenLabsPlatformFactory::create(
751-
env('ELEVEN_LABS_API_KEY'),
752-
httpClient: HttpClient::create(),
753-
),
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], [
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'elevenlabs' => new SpeechConfiguration([
756-
'tts_model' => 'eleven_multilingual_v2',
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'tts_options' => [
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'voice' => 'Dslrhjl3ZpzrctukrQSN', // Brad (https://elevenlabs.io/app/voice-library?voiceId=Dslrhjl3ZpzrctukrQSN)
759-
],
760-
]),
761-
]));
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763-
$platform = OpenAiPlatformFactory::create(env('OPENAI_API_KEY'), httpClient: HttpClient::create(), eventDispatcher: $eventDispatcher);
764-
765-
$agent = new Agent($platform, 'gpt-4o');
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$answer = $agent->call(new MessageBag(
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Message::ofUser(Audio::fromFile(...)
768-
));
769-
770-
echo $answer->getSpeech()->asBinary();
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.. note::
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Handling `speech-to-speech` introduce latency as most of the process is synchronous.
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Code Examples
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~~~~~~~~~~~~~
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‎examples/speech/agent-eleven-labs-speech-sts.php‎

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*/
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use Symfony\AI\Agent\Agent;
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use Symfony\AI\Agent\InputProcessor\SpeechProcessor;
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use Symfony\AI\Platform\Bridge\ElevenLabs\PlatformFactory as ElevenLabsPlatformFactory;
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use Symfony\AI\Platform\Bridge\OpenAi\PlatformFactory as OpenAiPlatformFactory;
1516
use Symfony\AI\Platform\Message\Content\Audio;
1617
use Symfony\AI\Platform\Message\Message;
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use Symfony\AI\Platform\Message\MessageBag;
1819
use Symfony\AI\Platform\Speech\SpeechConfiguration;
19-
use Symfony\AI\Platform\Speech\SpeechListener;
20-
use Symfony\Component\EventDispatcher\EventDispatcher;
2120

2221
require_once dirname(__DIR__).'/bootstrap.php';
2322

24-
$eventDispatcher = new EventDispatcher();
25-
$eventDispatcher->addSubscriber(new SpeechListener([
26-
'elevenlabs' => ElevenLabsPlatformFactory::create(
27-
apiKey: env('ELEVEN_LABS_API_KEY'),
28-
httpClient: http_client(),
29-
),
30-
], [
31-
'elevenlabs' => new SpeechConfiguration([
32-
'tts_model' => 'eleven_multilingual_v2',
33-
'tts_options' => [
34-
'voice' => 'Dslrhjl3ZpzrctukrQSN', // Brad (https://elevenlabs.io/app/voice-library?voiceId=Dslrhjl3ZpzrctukrQSN)
35-
],
36-
'stt_model' => 'scribe_v1',
37-
]),
23+
$platform = OpenAiPlatformFactory::create(env('OPENAI_API_KEY'), httpClient: http_client());
24+
25+
$speechProcessor = new SpeechProcessor(ElevenLabsPlatformFactory::create(
26+
apiKey: env('ELEVEN_LABS_API_KEY'),
27+
httpClient: http_client(),
28+
), new SpeechConfiguration([
29+
'tts_model' => 'eleven_multilingual_v2',
30+
'tts_options' => [
31+
'voice' => 'Dslrhjl3ZpzrctukrQSN', // Brad (https://elevenlabs.io/app/voice-library?voiceId=Dslrhjl3ZpzrctukrQSN)
32+
],
33+
'stt_model' => 'scribe_v1',
3834
]));
3935

40-
$platform = OpenAiPlatformFactory::create(env('OPENAI_API_KEY'), httpClient: http_client(), eventDispatcher: $eventDispatcher);
36+
$agent = new Agent($platform, 'gpt-4o', [$speechProcessor], [$speechProcessor]);
4137

42-
$agent = new Agent($platform, 'gpt-4o');
4338
$answer = $agent->call(new MessageBag(
4439
Message::ofUser(Audio::fromFile(dirname(__DIR__, 2).'/fixtures/audio.mp3'))
4540
));

‎examples/speech/agent-eleven-labs-speech-stt.php‎

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*/
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use Symfony\AI\Agent\Agent;
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use Symfony\AI\Agent\InputProcessor\SpeechProcessor;
1314
use Symfony\AI\Platform\Bridge\ElevenLabs\PlatformFactory as ElevenLabsPlatformFactory;
1415
use Symfony\AI\Platform\Bridge\OpenAi\PlatformFactory as OpenAiPlatformFactory;
1516
use Symfony\AI\Platform\Message\Content\Audio;
1617
use Symfony\AI\Platform\Message\Message;
1718
use Symfony\AI\Platform\Message\MessageBag;
1819
use Symfony\AI\Platform\Speech\SpeechConfiguration;
19-
use Symfony\AI\Platform\Speech\SpeechListener;
20-
use Symfony\Component\EventDispatcher\EventDispatcher;
2120

2221
require_once dirname(__DIR__).'/bootstrap.php';
2322

24-
$eventDispatcher = new EventDispatcher();
25-
$eventDispatcher->addSubscriber(new SpeechListener([
26-
'elevenlabs' => ElevenLabsPlatformFactory::create(
23+
$platform = OpenAiPlatformFactory::create(env('OPENAI_API_KEY'), httpClient: http_client());
24+
25+
$agent = new Agent($platform, 'gpt-4o', [
26+
new SpeechProcessor(ElevenLabsPlatformFactory::create(
2727
apiKey: env('ELEVEN_LABS_API_KEY'),
2828
httpClient: http_client(),
29-
),
30-
], [
31-
'elevenlabs' => new SpeechConfiguration([
29+
), new SpeechConfiguration([
3230
'stt_model' => 'scribe_v1',
33-
]),
34-
]));
35-
36-
$platform = OpenAiPlatformFactory::create(env('OPENAI_API_KEY'), httpClient: http_client(), eventDispatcher: $eventDispatcher);
37-
38-
$agent = new Agent($platform, 'gpt-4o');
31+
])),
32+
]);
3933
$answer = $agent->call(new MessageBag(
4034
Message::ofUser(Audio::fromFile(dirname(__DIR__, 2).'/fixtures/audio.mp3'))
4135
));

‎examples/speech/agent-eleven-labs-speech-tts.php‎

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@@ -10,35 +10,28 @@
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*/
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1212
use Symfony\AI\Agent\Agent;
13+
use Symfony\AI\Agent\InputProcessor\SpeechProcessor;
1314
use Symfony\AI\Platform\Bridge\ElevenLabs\PlatformFactory as ElevenLabsPlatformFactory;
1415
use Symfony\AI\Platform\Bridge\OpenAi\PlatformFactory as OpenAiPlatformFactory;
1516
use Symfony\AI\Platform\Message\Message;
1617
use Symfony\AI\Platform\Message\MessageBag;
1718
use Symfony\AI\Platform\Speech\SpeechConfiguration;
18-
use Symfony\AI\Platform\Speech\SpeechListener;
19-
use Symfony\Component\EventDispatcher\EventDispatcher;
2019

2120
require_once dirname(__DIR__).'/bootstrap.php';
2221

23-
$eventDispatcher = new EventDispatcher();
24-
$eventDispatcher->addSubscriber(new SpeechListener([
25-
'elevenlabs' => ElevenLabsPlatformFactory::create(
26-
apiKey: env('ELEVEN_LABS_API_KEY'),
27-
httpClient: http_client(),
28-
),
29-
], [
30-
'elevenlabs' => new SpeechConfiguration([
22+
$platform = OpenAiPlatformFactory::create(env('OPENAI_API_KEY'), httpClient: http_client());
23+
24+
$agent = new Agent($platform, 'gpt-4o', outputProcessors: [
25+
new SpeechProcessor(ElevenLabsPlatformFactory::create(
26+
env('ELEVEN_LABS_API_KEY'),
27+
httpClient: http_client()
28+
), new SpeechConfiguration([
3129
'tts_model' => 'eleven_multilingual_v2',
3230
'tts_options' => [
3331
'voice' => 'Dslrhjl3ZpzrctukrQSN', // Brad (https://elevenlabs.io/app/voice-library?voiceId=Dslrhjl3ZpzrctukrQSN)
3432
],
35-
'stt_model' => 'scribe_v1',
36-
]),
37-
]));
38-
39-
$platform = OpenAiPlatformFactory::create(env('OPENAI_API_KEY'), httpClient: http_client(), eventDispatcher: $eventDispatcher);
40-
41-
$agent = new Agent($platform, 'gpt-4o');
33+
])),
34+
]);
4235
$answer = $agent->call(new MessageBag(
4336
Message::ofUser('Tina has one brother and one sister. How many sisters do Tina\'s siblings have?'),
4437
));

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