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165 lines (145 loc) · 4.45 KB
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<?php
/*
* This file is part of the Symfony package.
*
* (c) Fabien Potencier <fabien@symfony.com>
*
* For the full copyright and license information, please view the LICENSE
* file that was distributed with this source code.
*/
namespace Symfony\AI\Platform\Bridge\ModelsDev;
use Symfony\AI\Platform\Capability;
/**
* Maps models.dev model metadata to Symfony AI Capability enums.
*
* @author Fabien Potencier <fabien@symfony.com>
*/
final class CapabilityMapper
{
/**
* @param array{
* id: string,
* name: string,
* family?: string,
* attachment: bool,
* reasoning: bool,
* tool_call: bool,
* structured_output?: bool,
* temperature: bool,
* modalities: array{input: list<string>, output: list<string>},
* cost: array<string, float>,
* limit: array<string, int>,
* status?: string,
* knowledge?: string,
* release_date?: string,
* last_updated?: string,
* open_weights?: bool,
* } $modelData
*
* @return list<Capability>
*/
public static function map(array $modelData): array
{
if (self::isEmbeddingModel($modelData)) {
return self::mapEmbeddingCapabilities($modelData);
}
if (self::isImageGenerationModel($modelData)) {
return [Capability::INPUT_TEXT, Capability::OUTPUT_IMAGE];
}
return self::mapCompletionCapabilities($modelData);
}
/**
* Whether the model generates images through the dedicated image endpoint
* (OpenAI's `/v1/images/generations`) rather than the chat/completions API.
*
* @param array{id: string} $modelData
*/
public static function isImageGenerationModel(array $modelData): bool
{
if (str_contains($modelData['id'], 'dall-e')) {
return true;
}
if (str_starts_with($modelData['id'], 'gpt-image')) {
return true;
}
return false;
}
/**
* @param array{
* id: string,
* family?: string,
* tool_call: bool,
* attachment: bool,
* reasoning: bool,
* modalities: array{input: list<string>, output: list<string>},
* } $modelData
*/
public static function isEmbeddingModel(array $modelData): bool
{
$family = $modelData['family'] ?? '';
if ('' !== $family && str_contains($family, 'embed')) {
return true;
}
if (str_contains($modelData['id'], 'embed')) {
return true;
}
return false;
}
/**
* @param array{
* tool_call: bool,
* structured_output?: bool,
* reasoning: bool,
* modalities: array{input: list<string>, output: list<string>},
* } $modelData
*
* @return list<Capability>
*/
private static function mapCompletionCapabilities(array $modelData): array
{
$capabilities = [
Capability::INPUT_MESSAGES,
Capability::OUTPUT_TEXT,
Capability::OUTPUT_STREAMING,
];
if ($modelData['tool_call']) {
$capabilities[] = Capability::TOOL_CALLING;
}
if ($modelData['structured_output'] ?? false) {
$capabilities[] = Capability::OUTPUT_STRUCTURED;
}
if ($modelData['reasoning']) {
$capabilities[] = Capability::THINKING;
}
$inputModalities = $modelData['modalities']['input'] ?? [];
if (\in_array('image', $inputModalities, true)) {
$capabilities[] = Capability::INPUT_IMAGE;
}
if (\in_array('pdf', $inputModalities, true)) {
$capabilities[] = Capability::INPUT_PDF;
}
if (\in_array('audio', $inputModalities, true)) {
$capabilities[] = Capability::INPUT_AUDIO;
}
$outputModalities = $modelData['modalities']['output'] ?? [];
if (\in_array('image', $outputModalities, true)) {
$capabilities[] = Capability::OUTPUT_IMAGE;
}
if (\in_array('audio', $outputModalities, true)) {
$capabilities[] = Capability::OUTPUT_AUDIO;
}
return $capabilities;
}
/**
* @param array<string, mixed> $modelData
*
* @return list<Capability>
*/
private static function mapEmbeddingCapabilities(array $modelData): array
{
return [
Capability::INPUT_TEXT,
Capability::EMBEDDINGS,
];
}
}