diff --git a/examples/mistral/pdf-input-binary.php b/examples/mistral/pdf-input-binary.php
new file mode 100644
index 000000000..a8b05c26f
--- /dev/null
+++ b/examples/mistral/pdf-input-binary.php
@@ -0,0 +1,33 @@
+<?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.
+ */
+
+use Symfony\AI\Agent\Agent;
+use Symfony\AI\Platform\Bridge\Mistral\Mistral;
+use Symfony\AI\Platform\Bridge\Mistral\PlatformFactory;
+use Symfony\AI\Platform\Message\Content\Document;
+use Symfony\AI\Platform\Message\Message;
+use Symfony\AI\Platform\Message\MessageBag;
+
+require_once dirname(__DIR__).'/bootstrap.php';
+
+$platform = PlatformFactory::create(env('MISTRAL_API_KEY'), httpClient: http_client());
+$model = new Mistral(Mistral::MISTRAL_SMALL);
+
+$agent = new Agent($platform, $model, logger: logger());
+$messages = new MessageBag(
+    Message::ofUser(
+        Document::fromFile(dirname(__DIR__, 2).'/fixtures/document.pdf'),
+        'What is this document about?',
+    ),
+);
+$result = $agent->call($messages);
+
+echo $result->getContent().\PHP_EOL;
diff --git a/examples/mistral/pdf-input-url.php b/examples/mistral/pdf-input-url.php
new file mode 100644
index 000000000..1d69e27f5
--- /dev/null
+++ b/examples/mistral/pdf-input-url.php
@@ -0,0 +1,33 @@
+<?php
+
+/*
+ * This file is part of the Symfony package.
+ *
+ * (c) Fabien Potencier <fabien@symfony.com>
+ *
+ * For the full copyright and license information, please view the LICENSE
+ * file that was distributed with this source code.
+ */
+
+use Symfony\AI\Agent\Agent;
+use Symfony\AI\Platform\Bridge\Mistral\Mistral;
+use Symfony\AI\Platform\Bridge\Mistral\PlatformFactory;
+use Symfony\AI\Platform\Message\Content\DocumentUrl;
+use Symfony\AI\Platform\Message\Message;
+use Symfony\AI\Platform\Message\MessageBag;
+
+require_once dirname(__DIR__).'/bootstrap.php';
+
+$platform = PlatformFactory::create(env('MISTRAL_API_KEY'), httpClient: http_client());
+$model = new Mistral(Mistral::MISTRAL_SMALL);
+
+$agent = new Agent($platform, $model, logger: logger());
+$messages = new MessageBag(
+    Message::ofUser(
+        new DocumentUrl('https://upload.wikimedia.org/wikipedia/commons/2/20/Re_example.pdf'),
+        'What is this document about?',
+    ),
+);
+$result = $agent->call($messages);
+
+echo $result->getContent().\PHP_EOL;
diff --git a/src/platform/src/Bridge/Mistral/Contract/DocumentUrlNormalizer.php b/src/platform/src/Bridge/Mistral/Contract/DocumentUrlNormalizer.php
new file mode 100644
index 000000000..343e714d1
--- /dev/null
+++ b/src/platform/src/Bridge/Mistral/Contract/DocumentUrlNormalizer.php
@@ -0,0 +1,43 @@
+<?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\Mistral\Contract;
+
+use Symfony\AI\Platform\Bridge\Mistral\Mistral;
+use Symfony\AI\Platform\Contract\Normalizer\ModelContractNormalizer;
+use Symfony\AI\Platform\Message\Content\DocumentUrl;
+use Symfony\AI\Platform\Model;
+
+class DocumentUrlNormalizer extends ModelContractNormalizer
+{
+    /**
+     * @param DocumentUrl $data
+     *
+     * @return array{type: 'document_url', document_url: string}
+     */
+    public function normalize(mixed $data, ?string $format = null, array $context = []): array
+    {
+        return [
+            'type' => 'document_url',
+            'document_url' => $data->url,
+        ];
+    }
+
+    protected function supportedDataClass(): string
+    {
+        return DocumentUrl::class;
+    }
+
+    protected function supportsModel(Model $model): bool
+    {
+        return $model instanceof Mistral;
+    }
+}
diff --git a/src/platform/src/Bridge/Mistral/PlatformFactory.php b/src/platform/src/Bridge/Mistral/PlatformFactory.php
index c3825ae9c..e38f9bd1a 100644
--- a/src/platform/src/Bridge/Mistral/PlatformFactory.php
+++ b/src/platform/src/Bridge/Mistral/PlatformFactory.php
@@ -12,6 +12,7 @@
 namespace Symfony\AI\Platform\Bridge\Mistral;
 
 use Symfony\AI\Platform\Bridge\Mistral\Contract\DocumentNormalizer;
+use Symfony\AI\Platform\Bridge\Mistral\Contract\DocumentUrlNormalizer;
 use Symfony\AI\Platform\Bridge\Mistral\Contract\ToolNormalizer;
 use Symfony\AI\Platform\Contract;
 use Symfony\AI\Platform\Platform;
@@ -36,7 +37,8 @@ public static function create(
             [new Embeddings\ResultConverter(), new Llm\ResultConverter()],
             $contract ?? Contract::create(
                 new ToolNormalizer(),
-                new DocumentNormalizer()
+                new DocumentNormalizer(),
+                new DocumentUrlNormalizer(),
             ),
         );
     }
diff --git a/src/platform/tests/Bridge/Mistral/Contract/DocumentUrlNormalizerTest.php b/src/platform/tests/Bridge/Mistral/Contract/DocumentUrlNormalizerTest.php
new file mode 100644
index 000000000..e5ecb3daf
--- /dev/null
+++ b/src/platform/tests/Bridge/Mistral/Contract/DocumentUrlNormalizerTest.php
@@ -0,0 +1,68 @@
+<?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\Tests\Bridge\Mistral\Contract;
+
+use PHPUnit\Framework\Attributes\CoversClass;
+use PHPUnit\Framework\Attributes\DataProvider;
+use PHPUnit\Framework\Attributes\Medium;
+use PHPUnit\Framework\TestCase;
+use Symfony\AI\Platform\Bridge\Mistral\Contract\DocumentUrlNormalizer;
+use Symfony\AI\Platform\Bridge\Mistral\Mistral;
+use Symfony\AI\Platform\Contract;
+use Symfony\AI\Platform\Message\Content\DocumentUrl;
+
+#[Medium]
+#[CoversClass(DocumentUrlNormalizer::class)]
+final class DocumentUrlNormalizerTest extends TestCase
+{
+    public function testSupportsNormalization()
+    {
+        $normalizer = new DocumentUrlNormalizer();
+
+        $this->assertTrue($normalizer->supportsNormalization(new DocumentUrl('https://example.com/document.pdf'), context: [
+            Contract::CONTEXT_MODEL => new Mistral(),
+        ]));
+        $this->assertFalse($normalizer->supportsNormalization('not a document url'));
+    }
+
+    public function testGetSupportedTypes()
+    {
+        $normalizer = new DocumentUrlNormalizer();
+
+        $expected = [
+            DocumentUrl::class => true,
+        ];
+
+        $this->assertSame($expected, $normalizer->getSupportedTypes(null));
+    }
+
+    #[DataProvider('normalizeDataProvider')]
+    public function testNormalize(DocumentUrl $file, array $expected)
+    {
+        $normalizer = new DocumentUrlNormalizer();
+
+        $normalized = $normalizer->normalize($file);
+
+        $this->assertEquals($expected, $normalized);
+    }
+
+    public static function normalizeDataProvider(): iterable
+    {
+        yield 'document with url' => [
+            new DocumentUrl('https://example.com/document.pdf'),
+            [
+                'type' => 'document_url',
+                'document_url' => 'https://example.com/document.pdf',
+            ],
+        ];
+    }
+}