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Overview

Please note that the larger Mistral models support native JSON object response_format, which is much more reliable than Instructor markdown-JSON fallback. Inference feature compatibility:
  • tool calling - selected models
  • native JSON object response_format - selected models
  • Instructor markdown-JSON fallback

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Example

<?php

use Cognesy\Messages\Messages;
use Cognesy\Polyglot\Inference\Inference;
use Cognesy\Utils\Str;

require 'examples/boot.php';

$answer = Inference::using('fireworks')
    ->with(
        messages: Messages::fromString('What is the capital of France'),
        options: ['max_tokens' => 64]
    )
    ->get();

echo "USER: What is capital of France\n";
echo "ASSISTANT: $answer\n";
assert(Str::contains($answer, 'Paris'));
?>