An AI Travel Agent That Literally Does Everything
Education
Introduction
Imagine never having to lift a finger to plan a trip again. What if the perfect travel agent was right in your pocket and cost you nothing? I built an AI travel agent that does literally everything—it finds flights, books hotels, plans activities—all tailored to your budget. You simply tell the agent when you want to travel, and bam! It's all done.
How It Works
In this article, not only will I show you how it works, but I’m also sharing the entire code and process so you can copy, tweak, and use it for your own trips. We're going to use Crew AI for agent creation, React for a custom front end, and Python for the back end. I’ll guide you through integrating external APIs like Amadeus and GetYourGuide. This isn't just a demo; it's a live build you can replicate.
Gathering User Information
First, we want to gather input from the user, which includes:
- Budget
- Destination
- Travel dates
- Interests
Once the user enters this information, the agent will search for flights, hotels, and activities. Finally, all of these will be tied into a comprehensive itinerary, with different versions that you can choose from based on your budget.
Setting Up the Backend
The initial step involves setting up our backend using Crew AI. First, create a new project and use Python (the language closest to AI) to build our agents. Upon installation, we’ll define the configurations in the config.yaml file. For this project, we’ll also create custom tools to make API requests for flights, hotels, and activities.
Frontend Development
Moving to the front end, you'll set up a Next.js application. Create a new repository, and you can use npm or Yarn to manage package installations. We will set up forms to collect user data, including the destination, travel dates, and budget.
Connecting Frontend and Backend
Once both the backend and frontend are set up, the next step is connecting the two. This involves handling form submissions and managing state to ensure all user inputs are captured correctly. This is where we encounter errors that we can troubleshoot using real-time data logging.
API Integration
Next, we’ll integrate several APIs:
- Flights: Using Amadeus to fetch flight availability.
- Hotels: Using a service like Booking.com for hotel booking.
- Activities: Using GetYourGuide to find local activities.
Creating Itineraries
With APIs in place, we can represent the user’s entire trip, showing options for flights, hotels, and activities in an organized manner. The AI takes the user’s preferences into account—such as interests and budget—to generate a tailored itinerary.
Testing and Validating
Finally, we’ll continuously test and validate our AI agent to ensure it functions as expected. We can use real data inputs to refine our offerings and optimize the travel planning experience.
Keyword
AI Travel Agent, Crew AI, Flight Search, Hotel Booking, Activity Planning, React, Python, Next.js, User Input, API Integration, Itinerary Generation
FAQ
Q: What is an AI travel agent?
A: An AI travel agent is a software application that uses artificial intelligence to assist users in planning their trips, including finding flights, booking hotels, and suggesting activities based on user preferences.
Q: How can I use your AI travel agent?
A: You can follow the code and process shared in this article to set up your own AI travel agent using Crew AI, React, and Python.
Q: What programming languages are required to build the AI travel agent?
A: The primary programming languages used are Python for the back end and JavaScript (React) for the front end.
Q: Which APIs do you recommend for travel planning?
A: For travel planning, I recommend using Amadeus for flight searches, Booking.com or Expedia for hotel bookings, and GetYourGuide for local activities.
Q: Can I customize the AI travel agent for my own preferences?
A: Yes! The code and setup process are provided, allowing you to tweak it as per your requirements to better fit personal preferences.