TokenizerX is a Laravel package designed to streamline tokenization processes in your applications. With the latest update, TokenizerX now supports cutting-edge GPT-4 models, providing advanced natural language processing capabilities.
TokenzierX is a Laravel package that calculates the tokens required for a given prompt before requesting the OpenAI REST API. This package helps to ensure that the user does not exceed the OpenAI API token limit and can generate accurate responses.
To access the OpenAI Rest API, you may consider the beautiful Laravel Package OpenAI PHP
- gpt-4
- gpt-3.5-turbo
- text-davinci-003
- text-davinci-002
- text-davinci-001
- text-curie-001
- text-babbage-001
- text-ada-001
- davinci
- curie
- babbage
- ada
- code-davinci-002
- code-davinci-001
- code-cushman-002
- code-cushman-001
- davinci-codex
- cushman-codex
- text-davinci-edit-001
- code-davinci-edit-001
- text-embedding-ada-002
- text-similarity-davinci-001
- text-similarity-curie-001
- text-similarity-babbage-001
- text-similarity-ada-001
- text-search-davinci-doc-001
- text-search-curie-doc-001
- text-search-babbage-doc-001
- text-search-ada-doc-001
- code-search-babbage-code-001
- code-search-ada-code-001
- r50k_base
- p50k_base
- p50k_edit
- cl100k_base
You can install the package via composer:
composer require rajentrivedi/tokenizer-xBy default package will condsider gpt-3 model
use Rajentrivedi\TokenizerX\TokenizerX;
TokenizerX::count("how are you?");If You want token counts for specific OpenAI model, you can pass model as a second argument from above given supported model list.
use Rajentrivedi\TokenizerX\TokenizerX;
TokenizerX::count("how are you?", "gpt-4");You can also read the text from file
TokenizerX::count(file_get_contents('path_to_file'));Please make sure that text of the file don't change while reading the file programmatically, this may happen due to encoding. You can check the generated token Ids by using following
TokenizerX::tokens(file_get_contents('path_to_file'));This will return an array of tokens generated & compare those token Ids with OpenAI Tokenizer
You can also use the OpenAI Tokenizer to double-check package generated token counts.
composer testPlease see CHANGELOG for more information on what has changed recently.
Please see CONTRIBUTING for details.
Please review our security policy on how to report security vulnerabilities.
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The MIT License (MIT). Please see License File for more information.