Aiyou

Aiyou is a frontend for Large Language Models (LLMs) developed as a Next.js web application. It facilitates seamless interaction with LLM APIs, providing a robust platform for AI-powered solutions. The project currently supports Ollama, with planned integration for the OpenAI API and other LLM services.

Project Architecture

• Frontend: Handles user interaction and renders responses from LLMs.
• Backend: Manages API calls, RAG workflows, and embeddings generation.
• Vector Database: Powered by LanceDB for storing and querying embeddings with exceptional performance.
• Model Integration: Compatible with various LLM APIs, with additional integrations under development.

Corrective RAG

Aiyou incorporates common Retrieval-Augmented Generation (RAG) techniques:

• Iterative Refinement: Implements corrective mechanisms to enhance the accuracy of generated responses.
• Tool Calling: Integrates tools to dynamically retrieve and utilize external context during response generation.

Installation and Usage

Prerequisites

• Ensure Node.js and a package manager such as npm, yarn, or pnpm are installed on your system.

Steps to Run Locally

1. Clone the repository:

   git clone https://github.com/nikhilr612/aiyou
   cd https://github.com/nikhilr612/aiyou

2. Install dependencies:

   npm install

3. Start the development server:

   npm run dev

4. Access the application in your browser at: http://localhost:3000.

Resources and Documentation

For more information on the frameworks and tools utilized in Aiyou, refer to the following resources:

• Next.js Documentation
• React Documentation
• Huggingface Transformers
• LanceDB Documentation