shaialon / ai-search

AI Search is a server application leveraging OpenAI's API to perform intelligent search operations on the Booking.com travel site.

AI Search - Booking.com Example

AI Search is a server application leveraging OpenAI's API to perform intelligent search operations on the Booking.com travel site.

It's Designed with Node.js, and allows users to query structured information in natural language

The code is explained in this Webinar in detail.

Features

• Interactive fastify server for creating Booking.com urls, based on the users' natural language input.
• Stylish terminal output with chalk and clickable links with terminal-link.
• Persistent local storage for caching results and queries with node-persist.

Prerequisites

• Node.js version >= 20.10.0
• You can set up Node Version Manager for it.

Installation

Clone the repository

git clone https://github.com/shaialon/ai-search.git
cd ai-search

install the dependencies:

run nvm use to have it choose the correct node version. run npm install to install the various dependencies.

Configuration

Create a .env file in the root directory and add your OpenAI API key:

OPENAI_API_KEY=your_api_key_here

Usage

To start the application server, run:

npm start

You can then make requests like so (via POSTMAN or just a browser):

GET http://localhost:8010/ai_search?search={{url_encoded_query_here}}

To run tests:

npm test

Contributions

Contributions are welcome! Please open an issue to discuss your idea or submit a pull request.

Especially appreciated:

• Support Booking flexible dates
• Adding support for Anthropic Claude 3
• Adding support for Google Gemini (via Langchain.js)
• Adding a RAG component
• Get data dynamically from Booking

Disclaimer

This project is not affiliated with Booking.com, and is meant for demonstration purposes only.

License

This project is licensed under the MIT License. See the LICENSE file for details.