How to Get Started with LLPhant – A Comprehensive PHP Generative AI Framework

Apr 23, 2024 | Data Science

Are you ready to dive into the world of Generative AI using PHP? Look no more! The LLPhant framework is designed to help you build powerful applications with ease while being compatible with Symfony and Laravel. In this article, we will walk you through the basics of using LLPhant and address any troubleshooting queries you may face along the way.

Table of Contents

Get Started

To kick off, ensure you’re running PHP version 8.1 or above. Install LLPhant using Composer, PHP’s dependency manager, with the following command:

composer require theodo-group/llphant

If you’re eager to try out the latest features, you can use:

composer require theodo-group/llphant:dev-main

Use Case

Generative AI opens up a universe of possibilities. Here are some common applications:

  • Semantic search for uncovering relevant information across vast datasets.
  • Creating chatbots that utilize semantic searches to respond to customer queries.
  • Generating personalized content for customer interactions.

For further inspiration, explore the community’s use cases highlighted on **[GenAI Meetups](https://www.genaidays.org/events)** and **[Qdrant’s website](https://qdrant.tech/use-cases)**.

Usage

LLPhant allows you to interface with various LLM engines like OpenAI, Mistral, Ollama, and Anthropic. Here’s how you can set up a simple interaction with OpenAI:

Set your API key:

export OPENAI_API_KEY=sk-XXXXXX

Now, create an instance using the following code:

$config = new OpenAIConfig();
$config->apiKey = 'fakeapikey';
$chat = new OpenAIChat($config);

Understanding the Code Through Analogy

Imagine you are the manager of a versatile restaurant. Each dish you serve represents the various functionalities of the LLPhant framework. When you set the API key, it’s like ensuring your restaurant has all the essential ingredients in stock. Each LLM engine (OpenAI, Mistral, etc.) is akin to a cook with different specializations. By selecting a specific cook, you can create different dishes — if you want a chatbot, you’d ask Cook ChatGPT. If you need a semantic search, you’d pull in Cook Mistral. The tailored commands you provide guide these cooks to create the perfect dish (output) for your customers (users).

Troubleshooting

If you encounter any issues during the setup or implementation, consider the following troubleshooting tips:

  • Ensure your PHP version is compatible (8.1+ required).
  • Verify your API keys are correctly set and match the engine you are using.
  • Consult the LLPhant documentation for more examples and guidelines.
  • If you need to collaborate or share insights, feel free to reach out to the community.

For more insights, updates, or to collaborate on AI development projects, stay connected with fxis.ai.

AutoPHP

With LLPhant, creating a clone of AutoGPT in PHP becomes a breeze. Describe your intentions clearly and add the necessary tools to your agent. For example, using SerpApiSearch tool, you can program your assistant to find specific information online.

$objective = 'Find the names of the wives or girlfriends of at least 2 players from the 2023 male French football team.';
$searchApi = new SerpApiSearch();
$function = FunctionBuilder::buildFunctionInfo($searchApi, search);
$autoPHP = new AutoPHP($objective, [$function]);
$autoPHP->run();

Contributors

We owe a huge thanks to our contributors for their continuous support and collaboration. You can view them here.

LLPhant is proudly sponsored by Theodo, a leading digital agency focused on creating web applications with Generative AI.

At fxis.ai, we believe that such advancements are crucial for the future of AI, as they enable more comprehensive and effective solutions. Our team is continually exploring new methodologies to push the envelope in artificial intelligence, ensuring that our clients benefit from the latest technological innovations.

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