Mindwave: AI Chatbots, Agents & Document Q&A in Laravel Simplified.

WARNING: This package is NOT ready to be used yet!

Please follow @helgesverre for updates, and keep an eye on TODO.md to track progress.

Installation

You can install the package via composer:

composer require mindwave/mindwave

You can publish the config file with:

php artisan vendor:publish --tag="mindwave-config"

What is Mindwave?

Mindwave is a Laravel package that lets you easily build AI-powered chatbots, agents, and document question and answering (Q&A) functionality into your application.

With Mindwave, you can incorporate the power of OpenAI's state-of-the-art language models, Pinecone's vector search capabilities and your own custom "tools" to create intelligent software applications.

Code Example

<?php

use Illuminate\Support\Facades\File;
use Mindwave\Mindwave\Facades\DocumentLoader;
use Mindwave\Mindwave\Facades\Mindwave;
use Mindwave\Mindwave\Memory\ConversationBufferMemory;

$agent = Mindwave::agent(
    memory: ConversationBufferMemory::fromMessages([])
);

Mindwave::brain()
    ->consume(
        DocumentLoader::fromPdf(
            data: File::get("uploads/important-document.pdf"),
            meta: ["name" => "Important document"],
        )
    )
    ->consume(
        DocumentLoader::fromUrl(
            data: "https://mindwave.no/",
            meta: ["name" => "Mindwave Documentation"],
        )
    )
    ->consume(
        DocumentLoader::make("My name is Helge Sverre")
    );


$agent->ask("List the top 3 most important things in 'important document'");
$agent->ask("What is mindwave?");
$agent->ask("What is my name?");

Use Cases

• 💬 Chatbots: Building AI-powered chatbots to provide support to customers.
• 🤖 Agents: Developing intelligent agents to automate tasks within an application.
• ❓ Document Q&A: Creating document question and answering (Q&A) systems to extract insights from text.

Documentation

Full documentation can be found here.

Demo Application

To see a real world example of how the Mindwave package can be used, checkout the
demo application here.

Changelog

Please see CHANGELOG for more information on what has changed recently.

Credits

• Helge Sverre
• Probots.io for the Pinecone PHP Package
• Tim Kleyersburg for the Weaviate PHP Package
• PGVector team for the PGVector PHP package
• Yethee for the Tiktoken PHP Package
• hkulekci for the Qdrant PHP Package
• LangChain for serving as the inspiration
• All Contributors

License

The MIT License (MIT). Please see License File for more information.