DEV Community

Dariel Vila for KaibanJS

Posted on

1 1

Automating Trip Planning with AI Agents in KaibanJS

Planning a trip is an exciting yet overwhelming process. Choosing the right destination, finding local insights, and curating a well-balanced itinerary takes hours of research and organization. What if you could automate this entire process with AI Agents?

πŸ’‘ Try it yourself! Experience AI-powered trip planning in the KaibanJS Playground: ➑️ Try Now

playground

With KaibanJS, an open-source JavaScript framework for building multi-agent AI systems, you can streamline trip planning by deploying AI-driven agents to select destinations, provide local recommendations, and generate detailed itinerariesβ€”saving time and ensuring a seamless travel experience.


πŸš€ Why Automate Trip Planning?

Traditionally, trip planning involves:

βœ… Destination Research – Manually comparing cities based on budget, events, and weather.

βœ… Local Insights Gathering – Scouring blogs, guides, and forums for authentic recommendations.

βœ… Itinerary Building – Structuring travel schedules, restaurant visits, and sightseeing stops.

This process is time-consuming, prone to information overload, and often results in suboptimal plans.

πŸ’‘ Enter AI-Powered Trip Planning with KaibanJS

KaibanJS leverages AI agents to automate trip planning. Here’s how it works:

1️⃣ City Selector Agent – Picks the best destination based on dates, travel preferences, and local events.

2️⃣ Local Expert Agent – Provides deep insights into the selected city, including hidden gems and must-visit spots.

3️⃣ Travel Concierge Agent – Builds a well-structured itinerary, optimizing time and budget constraints.

πŸ› οΈ Building an AI-Driven Trip Planner with KaibanJS

Let’s implement this automation step by step using KaibanJS.

1️⃣ Install KaibanJS Tools

npm install @kaibanjs/tools
Enter fullscreen mode Exit fullscreen mode

2️⃣ Set Up AI Agents

import { Agent, Task, Team } from 'kaibanjs';
import { CitySelector, LocalExpert, TravelConcierge } from '@kaibanjs/tools';

// Define City Selector Agent
const citySelector = new CitySelector({
    name: 'Peter Atlas',
    role: 'City Selector',
    goal: 'Find the best city based on user preferences and travel conditions.'
});

// Define Local Expert Agent
const localExpert = new LocalExpert({
    name: 'Sophia Lore',
    role: 'Local Insights Expert',
    goal: 'Provide cultural insights, best attractions, and local tips.'
});

// Define Travel Concierge Agent
const travelConcierge = new TravelConcierge({
    name: 'Maxwell Journey',
    role: 'Itinerary Creator',
    goal: 'Generate a structured itinerary with daily plans, dining options, and logistics.'
});
Enter fullscreen mode Exit fullscreen mode

3️⃣ Automate the Planning Process

const tripPlanningTeam = new Team({
    name: 'Trip Planning AI Team',
    agents: [citySelector, localExpert, travelConcierge],
    tasks: [
        new Task({ description: "'Select best destination', agent: citySelector }),"
        new Task({ description: "'Gather cultural insights', agent: localExpert }),"
        new Task({ description: "'Build a travel itinerary', agent: travelConcierge })"
    ],
    inputs: {
        travelDates: '2024-12-01 to 2024-12-15',
        interests: ['art', 'culture'],
        budget: 'moderate'
    }
});

console.log(tripPlanningTeam.execute());
Enter fullscreen mode Exit fullscreen mode

πŸ”₯ What You Get

βœ… AI-Powered Destination Selection – No more guesswork!

βœ… Smart Travel Recommendations – Personalized suggestions based on real-time data.

βœ… Automated Itineraries – A structured, well-balanced plan in minutes.


🌍 Real-World Applications

This AI-driven approach can be extended beyond personal travel planning:

🎯 Travel Agencies – Automate itinerary planning for customers.

🏨 Hotel & Tourism Platforms – Generate personalized recommendations based on user preferences.

πŸš€ Event-Based Travel – Optimize schedules for conferences, music festivals, or business trips.


πŸ”— Learn More & Contribute


πŸ’¬ What’s Next?

What other use cases do you think KaibanJS could help automate? Let’s discuss in the comments! πŸš€

SurveyJS custom survey software

JavaScript UI Libraries for Surveys and Forms

SurveyJS lets you build a JSON-based form management system that integrates with any backend, giving you full control over your data and no user limits. Includes support for custom question types, skip logic, integrated CCS editor, PDF export, real-time analytics & more.

Learn more

Top comments (0)