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Overview

Groq is LLM providers offering a very fast inference thanks to their custom hardware. They provide a several models - Llama2, Mixtral and Gemma.

Supported modes depend on the specific model, but generally include:

  • Mode::MdJson - fallback mode
  • Mode::Json - recommended
  • Mode::Tools - supported

Here’s how you can use Instructor with Groq API.

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Example

<?php

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

require 'examples/boot.php';

$answer = (new Inference)
    ->withConnection('groq') // see /config/llm.php
    ->create(
        messages: [['role' => 'user', 'content' => 'What is the capital of France']],
        options: ['max_tokens' => 64]
    )
    ->toText();

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