RAG Application : ChatWithWebsite

Overview

ChatWithWebsite is a dynamic web application that enables users to interact with websites via a chat interface. By appending a website link to localhost:3000, users can query and receive AI-generated responses based on the website's content. This application integrates advanced AI technologies to provide relevant and contextually accurate information.

Features

• Interactive Chat:: Users can ask questions about the content of any website.
• AI-Driven Responses: Provides accurate and contextually relevant information based on the website's content.
• User-Friendly Interface:: Simple and intuitive chat experience.

Technologies Used

• Next.js: Framework for server-rendered React applications.
• AI SDK(meta-llama/Meta-Llama-3-8B-Instruct):: For generating AI-driven responses.
• Upstash: For vector storage and retrieval.

Installation

To run this project locally, follow these steps:

1. Clone the repository:

   git clone https://github.com/your-username/chatwithwebsite.git
   cd chatwithwebsite

2. Install dependencies:

   yarn install

3. Start the development server:

   yarn dev

Configuration

Ensure you have the following environment variables set up:

• UPSTASH_VECTOR_REST_URL: Your Upstash Vector REST API URL.
• UPSTASH_VECTOR_REST_TOKEN: Your Upstash Vector REST API Token.
• QSTASH_TOKEN: Your QStash API Token.
• UPSTASH_REDIS_REST_TOKEN: Your Upstash Redis REST API Token.
• UPSTASH_REDIS_REST_URL: Your Upstash Redis REST API URL.

You can set these environment variables in a .env file at the root of your project.

Demo video

ChatWithWebsite.mp4