Logo ### @ztimson/ai-utils AI Utility Library - Unified interface for multiple AI providers [![Version](https://img.shields.io/badge/dynamic/json.svg?label=Version&style=for-the-badge&url=https://git.zakscode.com/api/v1/repos/ztimson/ai-utils/tags&query=$[0].name)](https://git.zakscode.com/ztimson/ai-utils/tags) [![Pull Requests](https://img.shields.io/badge/dynamic/json.svg?label=Pull%20Requests&style=for-the-badge&url=https://git.zakscode.com/api/v1/repos/ztimson/ai-utils&query=open_pr_counter)](https://git.zakscode.com/ztimson/ai-utils/pulls) [![Issues](https://img.shields.io/badge/dynamic/json.svg?label=Issues&style=for-the-badge&url=https://git.zakscode.com/api/v1/repos/ztimson/ai-utils&query=open_issues_count)](https://git.zakscode.com/ztimson/ai-utils/issues) ---
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## Table of Contents - [@ztimson/ai-utils](#top) - [About](#about) - [Features](#features) - [Built With](#built-with) - [Setup](#setup) - [Production](#production) - [Development](#development) - [Documentation](https://ai-utils.docs.zakscode.com/) - [License](#license) ## About A TypeScript library that provides a unified interface for working with multiple AI providers, making it easy to integrate various AI capabilities into your applications. ### Features - **Multi-Provider LLM Support**: Seamlessly work with OpenAI, Anthropic (Claude), and Self-hosted (Ollama) models - **Audio Speech Recognition (ASR)**: Convert audio to text using Whisper models - **Optical Character Recognition (OCR)**: Extract text from images using Tesseract - **Semantic Similarity**: Compare text similarity using tensor-based cosine similarity - **Provider Abstraction**: Switch between AI providers without changing your code ### Built With [![Anthropic](https://img.shields.io/badge/Anthropic-de7356?style=for-the-badge&logo=anthropic&logoColor=white)](https://anthropic.com/) [![llama](https://img.shields.io/badge/llama.cpp-fff?style=for-the-badge&logo=ollama&logoColor=black)](https://github.com/ggml-org/llama.cpp) [![OpenAI](https://img.shields.io/badge/OpenAI-000?style=for-the-badge&logo=openai-gym&logoColor=white)](https://openai.com/) [![Pyannote](https://img.shields.io/badge/Pyannote-458864?style=for-the-badge&logo=python&logoColor=white)](https://github.com/pyannote) [![TensorFlow](https://img.shields.io/badge/TensorFlow-fff?style=for-the-badge&logo=tensorflow&logoColor=ff6f00)](https://tensorflow.org/) [![Tesseract](https://img.shields.io/badge/Tesseract-B874B2?style=for-the-badge&logo=hack-the-box&logoColor=white)](https://tesseract-ocr.github.io/) [![Transformers.js](https://img.shields.io/badge/Transformers.js-000?style=for-the-badge&logo=hugging-face&logoColor=yellow)](https://huggingface.co/docs/transformers.js/en/index) [![TypeScript](https://img.shields.io/badge/TypeScript-3178C6?style=for-the-badge&logo=typescript&logoColor=white)](https://typescriptlang.org/) [![Whisper](https://img.shields.io/badge/Whisper.cpp-000?style=for-the-badge&logo=openai-gym&logoColor=white)](https://github.com/ggerganov/whisper.cpp) ## Setup

Production

#### Prerequisites - [Node.js](https://nodejs.org/en/download) #### Instructions 1. Install the package: `npm i @ztimson/ai-utils` 2. For speaker diarization: `pip install pyannote.audio`

Development

#### Prerequisites - [Node.js](https://nodejs.org/en/download) - _[Whisper.cpp](https://github.com/ggml-org/whisper.cpp/releases/tag) (ASR)_ - _[Pyannote](https://github.com/pyannote) (ASR Diarization):_ `pip install pyannote.audio` #### Instructions 1. Install the dependencies: `npm i` 2. For speaker diarization: `pip install pyannote.audio` 3. Build library: `npm build` 4. Run unit tests: `npm test`
## Documentation [Available Here](https://ai-utils.docs.zakscode.com/) ## License Copyright © 2023 Zakary Timson | Available under MIT Licensing See the [license](_media/LICENSE) for more information.