diff --git a/src/Model/Language/Llama.php b/src/Model/Language/Llama.php
index cd04186a..d5ba4288 100644
--- a/src/Model/Language/Llama.php
+++ b/src/Model/Language/Llama.php
@@ -4,8 +4,14 @@
 
 namespace PhpLlm\LlmChain\Model\Language;
 
+use PhpLlm\LlmChain\Exception\RuntimeException;
 use PhpLlm\LlmChain\LanguageModel;
+use PhpLlm\LlmChain\Message\AssistantMessage;
+use PhpLlm\LlmChain\Message\Content\Image;
+use PhpLlm\LlmChain\Message\Content\Text;
 use PhpLlm\LlmChain\Message\MessageBag;
+use PhpLlm\LlmChain\Message\SystemMessage;
+use PhpLlm\LlmChain\Message\UserMessage;
 use PhpLlm\LlmChain\Platform\Ollama;
 use PhpLlm\LlmChain\Platform\Replicate;
 use PhpLlm\LlmChain\Response\TextResponse;
@@ -23,13 +29,94 @@ public function call(MessageBag $messages, array $options = []): TextResponse
         $endpoint = $this->platform instanceof Replicate ? 'predictions' : 'chat';
 
         $response = $this->platform->request('meta/meta-llama-3.1-405b-instruct', $endpoint, [
-            'system' => $systemMessage?->content,
-            'prompt' => $messages->withoutSystemMessage()->getIterator()->current()->content[0]->text, // @phpstan-ignore-line TODO: Multiple messages
+            'system' => self::convertMessage($systemMessage ?? new SystemMessage('')),
+            'prompt' => self::convertToPrompt($messages->withoutSystemMessage()),
         ]);
 
         return new TextResponse(implode('', $response['output']));
     }
 
+    /**
+     * @todo make method private, just for testing, or create a MessageBag to LLama convert class :thinking:
+     */
+    public static function convertToPrompt(MessageBag $messageBag): string
+    {
+        $messages = [];
+
+        /** @var UserMessage|SystemMessage|AssistantMessage $message */
+        foreach ($messageBag->getIterator() as $message) {
+            $messages[] = self::convertMessage($message);
+        }
+
+        $messages = array_filter($messages, fn ($message) => '' !== $message);
+
+        return trim(implode(PHP_EOL.PHP_EOL, $messages)).PHP_EOL.PHP_EOL.'<|start_header_id|>assistant<|end_header_id|>';
+    }
+
+    /**
+     * @todo make method private, just for testing
+     */
+    public static function convertMessage(UserMessage|SystemMessage|AssistantMessage $message): string
+    {
+        if ($message instanceof SystemMessage) {
+            return trim(<<<SYSTEM
+<|begin_of_text|><|start_header_id|>system<|end_header_id|>
+
+{$message->content}<|eot_id|>
+SYSTEM);
+        }
+
+        if ($message instanceof AssistantMessage) {
+            if ('' === $message->content || null === $message->content) {
+                return '';
+            }
+
+            return trim(<<<ASSISTANT
+<|start_header_id|>{$message->getRole()->value}<|end_header_id|>
+
+{$message->content}<|eot_id|>
+ASSISTANT);
+        }
+
+        if ($message instanceof UserMessage) {
+            $count = count($message->content);
+
+            $contentParts = [];
+            if ($count > 1) {
+                foreach ($message->content as $value) {
+                    if ($value instanceof Text) {
+                        $contentParts[] = $value->text;
+                    }
+
+                    if ($value instanceof Image) {
+                        $contentParts[] = $value->url;
+                    }
+                }
+            } elseif (1 === $count) {
+                $value = $message->content[0];
+                if ($value instanceof Text) {
+                    $contentParts[] = $value->text;
+                }
+
+                if ($value instanceof Image) {
+                    $contentParts[] = $value->url;
+                }
+            } else {
+                throw new RuntimeException('Unsupported message type.');
+            }
+
+            $content = implode(PHP_EOL, $contentParts);
+
+            return trim(<<<USER
+<|start_header_id|>{$message->getRole()->value}<|end_header_id|>
+
+{$content}<|eot_id|>
+USER);
+        }
+
+        throw new RuntimeException('Unsupported message type.'); // @phpstan-ignore-line
+    }
+
     public function supportsToolCalling(): bool
     {
         return false; // it does, but implementation here is still open.
diff --git a/tests/Model/Language/LlamaTest.php b/tests/Model/Language/LlamaTest.php
new file mode 100644
index 00000000..94ff87fa
--- /dev/null
+++ b/tests/Model/Language/LlamaTest.php
@@ -0,0 +1,133 @@
+<?php
+
+declare(strict_types=1);
+
+namespace PhpLlm\LlmChain\Tests\Model\Language;
+
+use PhpLlm\LlmChain\Message\AssistantMessage;
+use PhpLlm\LlmChain\Message\Content\Image;
+use PhpLlm\LlmChain\Message\Message;
+use PhpLlm\LlmChain\Message\MessageBag;
+use PhpLlm\LlmChain\Message\SystemMessage;
+use PhpLlm\LlmChain\Message\UserMessage;
+use PhpLlm\LlmChain\Model\Language\Llama;
+use PhpLlm\LlmChain\Platform\Ollama;
+use PHPUnit\Framework\Attributes\CoversClass;
+use PHPUnit\Framework\Attributes\DataProvider;
+use PHPUnit\Framework\Attributes\Small;
+use PHPUnit\Framework\Attributes\Test;
+use PHPUnit\Framework\TestCase;
+use Symfony\Component\HttpClient\MockHttpClient;
+
+#[CoversClass(Llama::class)]
+#[Small]
+final class LlamaTest extends TestCase
+{
+    #[Test]
+    public function convertMessages(): void
+    {
+        $messageBag = new MessageBag(
+        );
+        foreach (self::provideMessages() as $message) {
+            $messageBag->append($message[1]);
+        }
+
+        self::assertSame(<<<EXPECTED
+<|begin_of_text|><|start_header_id|>system<|end_header_id|>
+
+You are a helpful chatbot.<|eot_id|>
+
+<|start_header_id|>user<|end_header_id|>
+
+Hello, how are you?<|eot_id|>
+
+<|start_header_id|>user<|end_header_id|>
+
+Hello, how are you?
+What is your name?<|eot_id|>
+
+<|start_header_id|>user<|end_header_id|>
+
+Hello, how are you?
+What is your name?
+https://example.com/image.jpg<|eot_id|>
+
+<|start_header_id|>assistant<|end_header_id|>
+
+I am an assistant.<|eot_id|>
+
+<|start_header_id|>assistant<|end_header_id|>
+EXPECTED,
+            (new Llama(new Ollama(new MockHttpClient(), 'http://example.com/')))->convertToPrompt($messageBag)
+        );
+    }
+
+    #[Test]
+    #[DataProvider('provideMessages')]
+    public function convertMessage(string $expected, UserMessage|SystemMessage|AssistantMessage $message): void
+    {
+        self::assertSame(
+            $expected,
+            (new Llama(new Ollama(new MockHttpClient(), 'http://example.com/')))->convertMessage($message)
+        );
+    }
+
+    /**
+     * @return iterable<array{string, UserMessage|SystemMessage|AssistantMessage}>
+     */
+    public static function provideMessages(): iterable
+    {
+        yield 'System message' => [
+            <<<SYSTEM
+<|begin_of_text|><|start_header_id|>system<|end_header_id|>
+
+You are a helpful chatbot.<|eot_id|>
+SYSTEM,
+            Message::forSystem('You are a helpful chatbot.'),
+        ];
+
+        yield 'UserMessage' => [
+            <<<USER
+<|start_header_id|>user<|end_header_id|>
+
+Hello, how are you?<|eot_id|>
+USER,
+            Message::ofUser('Hello, how are you?'),
+        ];
+
+        yield 'UserMessage with two texts' => [
+            <<<USER
+<|start_header_id|>user<|end_header_id|>
+
+Hello, how are you?
+What is your name?<|eot_id|>
+USER,
+            Message::ofUser('Hello, how are you?', 'What is your name?'),
+        ];
+
+        yield 'UserMessage with two texts and one image' => [
+            <<<USER
+<|start_header_id|>user<|end_header_id|>
+
+Hello, how are you?
+What is your name?
+https://example.com/image.jpg<|eot_id|>
+USER,
+            Message::ofUser('Hello, how are you?', 'What is your name?', new Image('https://example.com/image.jpg')),
+        ];
+
+        yield 'AssistantMessage' => [
+            <<<ASSISTANT
+<|start_header_id|>assistant<|end_header_id|>
+
+I am an assistant.<|eot_id|>
+ASSISTANT,
+            new AssistantMessage('I am an assistant.'),
+        ];
+
+        yield 'AssistantMessage with null content' => [
+            '',
+            new AssistantMessage(),
+        ];
+    }
+}