hosonode / easyai-php
EasyAI-PHP is an open-source initiative designed to significantly simplify the entry into artificial intelligence for PHP-developers.
Requires
- php: ^8.1
- nyholm/psr7: ^1.8
- openai-php/client: ^0.8.5
Suggests
- bunnycdn/storage: This is required for BunnyCDN HDD & SSD Storange.
- deeplcom/deepl-php: This is required for AI Translation.
- probots-io/pinecone-php: This is required for Pinecone Vector Storage
This package is auto-updated.
Last update: 2024-05-17 09:41:16 UTC
README
About The Project
EasyAI-PHP is an open-source initiative designed to significantly simplify the entry into artificial intelligence for PHP-developers. Based on PHP 8.1+, this project integrates advanced AI models and utilities, allowing developers to incorporate complex AI functionalities with minimal coding.
Key Features
- Multiple AI Models: Incorporates OpenAI's GPT-3.5, GPT-4, and Claude 3 (Opus, Sonnet & Haiku), along with Gemini 1.0 & 1.5 models.
- AI Utilities: Offers a variety of helpers such as vector databases from Pinecone and embeddings through OpenAI, streamlining the integration of advanced AI features into your projects.
- Minimal Coding Requirement: Designed to minimize the coding effort needed on your part, thanks to the numerous ready-to-use helpers.
Getting Started
Install the project using Composer:
composer require hosonode/easyai-php dev-master
Usage
💬 Usage of OpenAIChat
Documentation: https://hosonode.gitbook.io/easyai-php/openaichat/basic-usage
↔️ Usage of EmbeddingGenerator\OpenAI
An "embedding" is a vector representation of text that captures semantic meanings of the words or phrases. These vectors are generated by deep learning models and can be used in machine learning applications to compare texts, search for similar content, or feed into other machine learning models for tasks like classification or clustering. Each component of the vector represents a dimension of the text's meaning, allowing the model to understand and process text similarly to how humans do but in a numerical form.
Documentation: https://hosonode.gitbook.io/easyai-php/embedding/basic-usage
📂 Usage of PineconeVectorStore
The advantage of using Pinecone is that it offers a serverless package where you only pay for what you use. You don't need your own AWS, Google Cloud or Azure for this. This model is highly cost-effective as it eliminates overcapacity and unnecessary expenses.
Documentation: https://hosonode.gitbook.io/easyai-php/pinecone/basic-usage
Usage of Crawler & Zyte API
Documentation: https://hosonode.gitbook.io/easyai-php/crawler/basic-usage
Usage of Tools
Documentation: https://hosonode.gitbook.io/easyai-php/tools/basic-usage
🗺️ Roadmap
✔️ Completed Features:
- OpenAI GPT-3.5 and GPT-4 Helpers:
- Embedding Helpers: With OpenAI
- Pinecone Vector Databases Add: Add Vector/s Delete them
- Pinecone Vector Databases Search: Semantic Search
🚧 In Progress:
- P1: Zyte API: With Guzzle as beginner
- P1: DOM Crawling: With Symfony DOM Crawler
- P1: Tools:
- P1: Claude 3 (Opus, Sonnet & Haiku) Helpers:
🚀 Planned Features:
- P1: Embedding: AI Text Chunking: With GPT3.5 or Claude 3 Haiku or Gimini 1.0
- P1: Embedding: Text Chunking: By separators and limits
- P1: BunnyCDN: Upload big files or text to CDN
- P1: Gemini 1.0 & 1.5: Text Generation
- P2: Gemini 1.0 & 1.5: Vision Support
- P3: Gemini 1.0 & 1.5: Full Multimodal support
- P1: Claude 3 (Opus, Sonnet & Heiku): Text Generation
- P2: Claude 3 (Opus, Sonnet & Heiku): Vision Support
- P1: PageSpeed Insights API:
- P2: DALL·E 3: Image Creationg
- P3: AI Translator: With DeepL
- P3: AI Translator: With GPT 3.5 & GPT 4
- P3: AI Translator: With Claude 3 (Opus, Sonnet & Heiku)
- P3: AI Translator: With Gemini 1.0 & 1.5
- P3: Tokenizer for PHP: With https://github.com/yethee/tiktoken-php
- P3: OpenAI Whisper: Audio Support
- P3: Example: Pinecone semantic search tool: UI
- P3: Example: AI Colosseum: Test differnt AIs with same input
FAQ
Q1: Why using EasyAi-PHP and not OpenAI PHP SDK
A1: If you are an experienced developer and want to use many features of OpenAI, the OpenAI PHP SDK might be right for you. However, if you want to make simple requests to the OpenAI interface with very few lines of code, our repo is the right one for you, as we have programmed many helpers that you can use many AI and PHP helpers to improve your project. Many studies and research papers also show that you should use many different AI agents to do different tasks, each AI has its strengths, weaknesses, functions, etc.. Therefore, it would be very difficult to familiarize yourself with all AIs, which is why we offer a kind of AI framework for you here.
Contributing
We highly encourage community contributions. Whether you're a developer using our helpers or someone looking to enhance the functionalities of EasyAI-PHP, your contributions are welcome. This collaborative effort benefits everyone involved.
Open-Source Projects Used
This project utilizes several community-driven packages to power its features:
- openai-php/client: For interfacing with OpenAI APIs.
- pinecone-php: For integrating vector databases.
- BunnyWay/BunnyCDN.PHP.Storage: For cheap HDD & SSD storange + CDN
- deepl-php: For translation services.
- LLPhant: An inspiration for our repo
Support
For AI-related inquiries, contact our HosonoAI support at support@hosono.ai. For service-related questions, reach out to support@hosono.de. We offer support in German, English, Japanese, Russian, and Italian.
Sponsored by
- HosonoDE: An e-commerce agency serving mainly D-A-CH (Germany / Austria / Switzerland) customers.
- HosonoAI: A platform that enables easy, code-free creation of texts for e-commerce and marketing.