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[Agent] Add Platform tool wrapper for using platforms as tools #722
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fac67f6
[Agent] Add Platform tool wrapper for using platforms as tools
OskarStark 9a47a8a
[Agent] Remove README-platform-as-tool.md
OskarStark 02fb8e3
[AiBundle] Add configuration support for platform tools
OskarStark 6763b52
[Agent] Simplify Platform tool by using asText() method
OskarStark 7ba418f
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OskarStark 1a0bb2c
[Examples] Use MemoryToolFactory pattern in platform-as-tool example
OskarStark f7a09e4
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OskarStark f9d22a9
[Examples] Simplify platform-as-tool to use OpenAI gpt-4o
OskarStark 3f58f41
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OskarStark 79e071b
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OskarStark a541f79
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OskarStark 581b6a9
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OskarStark 60eef5a
[Examples] Use simple math question in platform-as-tool example
OskarStark ef48237
[Agent] Update Platform tool docblock and fix parameter name
OskarStark b2ebc89
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,54 @@ | ||
| <?php | ||
|
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| /* | ||
| * 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. | ||
| */ | ||
|
|
||
| use Symfony\AI\Agent\Agent; | ||
| use Symfony\AI\Agent\Toolbox\AgentProcessor; | ||
| use Symfony\AI\Agent\Toolbox\Tool\Platform as PlatformTool; | ||
| use Symfony\AI\Agent\Toolbox\Toolbox; | ||
| use Symfony\AI\Agent\Toolbox\ToolFactory\ChainFactory; | ||
| use Symfony\AI\Agent\Toolbox\ToolFactory\MemoryToolFactory; | ||
| use Symfony\AI\Agent\Toolbox\ToolFactory\ReflectionToolFactory; | ||
| use Symfony\AI\Platform\Bridge\OpenAi\PlatformFactory; | ||
| use Symfony\AI\Platform\Message\Message; | ||
| use Symfony\AI\Platform\Message\MessageBag; | ||
|
|
||
| require_once dirname(__DIR__).'/bootstrap.php'; | ||
|
|
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| $platform = PlatformFactory::create(env('OPENAI_API_KEY'), http_client()); | ||
|
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| // Create a specialized OpenAI platform tool using gpt-4o for mathematical calculations | ||
| $mathTool = new PlatformTool($platform, 'gpt-4o'); | ||
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| // Use MemoryToolFactory to register the tool with metadata | ||
| $memoryFactory = new MemoryToolFactory(); | ||
| $memoryFactory->addTool( | ||
| $mathTool, | ||
| 'calculate', | ||
| 'Performs mathematical calculations using GPT-4o. Use this when you need to solve math problems or do arithmetic.', | ||
| ); | ||
|
|
||
| // Combine with ReflectionToolFactory using ChainFactory | ||
| $chainFactory = new ChainFactory([ | ||
| $memoryFactory, | ||
| new ReflectionToolFactory(), | ||
| ]); | ||
|
|
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| // Create the main agent with gpt-4o-mini but with gpt-4o available as a tool | ||
| $toolbox = new Toolbox([$mathTool], toolFactory: $chainFactory, logger: logger()); | ||
| $processor = new AgentProcessor($toolbox); | ||
| $agent = new Agent($platform, 'gpt-4o-mini', [$processor], [$processor], logger: logger()); | ||
|
|
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| // Ask a question that requires mathematical calculation | ||
| $result = $agent->call(new MessageBag(Message::ofUser( | ||
| 'I have 15 apples and I want to share them equally among 4 friends. How many apples does each friend get and how many are left over?' | ||
| ))); | ||
|
|
||
| echo $result->getContent().\PHP_EOL; |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,47 @@ | ||
| <?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. | ||
| */ | ||
|
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| namespace Symfony\AI\Agent\Toolbox\Tool; | ||
|
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| use Symfony\AI\Platform\PlatformInterface; | ||
|
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| /** | ||
| * Wraps a Platform instance as a tool, allowing agents to use specialized platforms for specific tasks. | ||
| * | ||
| * This enables scenarios where an agent can leverage different models or platforms | ||
| * as tools (e.g., using gpt-4o for complex calculations while using gpt-4o-mini for the main agent). | ||
| * | ||
| * @author Oskar Stark <oskarstark@googlemail.com> | ||
| */ | ||
| final readonly class Platform | ||
| { | ||
| /** | ||
| * @param array<string, mixed> $options | ||
| */ | ||
| public function __construct( | ||
| private PlatformInterface $platform, | ||
| private string $model, | ||
| private array $options = [], | ||
| ) { | ||
| } | ||
|
|
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| /** | ||
| * @param string $message the message to pass to the chain | ||
| */ | ||
| public function __invoke(string $message): string | ||
| { | ||
| return $this->platform->invoke( | ||
| $this->model, | ||
| $message, | ||
| $this->options, | ||
| )->asText(); | ||
| } | ||
| } | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
|
|
@@ -391,6 +391,12 @@ | |
| ->children() | ||
| ->stringNode('service')->cannotBeEmpty()->end() | ||
| ->stringNode('agent')->cannotBeEmpty()->end() | ||
| ->stringNode('platform')->cannotBeEmpty()->end() | ||
| ->stringNode('model')->cannotBeEmpty()->end() | ||
| ->arrayNode('options') | ||
| ->info('Options to pass to the platform') | ||
| ->scalarPrototype()->end() | ||
| ->end() | ||
|
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. can we validate that |
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| ->stringNode('name')->end() | ||
| ->stringNode('description')->end() | ||
| ->stringNode('method')->end() | ||
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@@ -402,8 +408,27 @@ | |
| }) | ||
| ->end() | ||
| ->validate() | ||
| ->ifTrue(static fn ($v) => !(empty($v['agent']) xor empty($v['service']))) | ||
| ->thenInvalid('Either "agent" or "service" must be configured, and never both.') | ||
| ->ifTrue(static function ($v) { | ||
| $count = 0; | ||
| if (!empty($v['agent'])) { | ||
| ++$count; | ||
| } | ||
| if (!empty($v['service'])) { | ||
| ++$count; | ||
| } | ||
| if (!empty($v['platform'])) { | ||
| ++$count; | ||
| } | ||
|
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||
| return 1 !== $count; | ||
|
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. ha nice, that's pragmatic 👍 |
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| }) | ||
| ->thenInvalid('Exactly one of "agent", "service", or "platform" must be configured.') | ||
| ->end() | ||
| ->validate() | ||
| ->ifTrue(static function ($v) { | ||
| return !empty($v['platform']) && empty($v['model']); | ||
| }) | ||
| ->thenInvalid('When "platform" is configured, "model" must also be provided.') | ||
| ->end() | ||
| ->end() | ||
| ->end() | ||
|
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check for instanceof TextResult and handle other cases. at least ObjectResult can be json serialized