🌍 AI Travel Assistant

AI Travel Assistant is a powerful AI-powered tool that helps users plan their trips effortlessly. It integrates flight search, hotel booking, and sightseeing recommendations to generate a structured travel itinerary using LangChain, Apify, and OpenAI.

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✈️ Features

• 🛫 Flight Search: Finds the best flight options based on departure and arrival cities.
• 🏨 Hotel Search: Suggests accommodations with pricing, ratings, and amenities.
• 📍 Sightseeing Recommendations: Lists must-visit places at the destination.
• 📅 AI-Generated Itinerary: Creates a day-wise structured travel plan.
• 📜 Markdown Report Generation: Saves itinerary in a readable markdown format.
• ⚡ Apify Actor Integration: Uses Apify actors for web scraping travel data.
• 🔗 LangChain & OpenAI: Ensures intelligent, natural language processing.

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🚀 Installation

1️⃣ Clone the repository

1git clone https://github.com/yourusername/ai-travelassistant.git
2cd ai-travelassistant

2️⃣ Create a Virtual Environment (Optional)

1python -m venv .venv
2source .venv/bin/activate  # On Windows: .venv\Scripts\activate

3️⃣ Install Dependencies

pip install -r requirements.txt

4️⃣ Set API Keys

Create a .env file and add your API keys:

1OPENAI_API_KEY=your-openai-key
2SERPAPI_KEY=your-serpapi-key

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🎯 How to Run Locally

apify run --input-file=input.json

📜 Example input.json

1{
2    "ticker": "Plan a 7-day trip to Bali from New York, staying in a beachfront hotel."
3}

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1ai-travelassistant/
2│── src/
3│   ├── main.py         # Apify Actor entry point
4│   ├── tools.py        # Flight, hotel, sightseeing scraping tools
5│   ├── models.py       # Pydantic data models
6│   ├── prompts.py      # AI prompt templates
7│   ├── report.md       # Generated travel itinerary report
8│── .venv/              # Virtual environment (optional)
9│── requirements.txt    # Python dependencies
10│── README.md           # Project documentation
11│── input.json          # Example input format
12│── .env                # API keys (gitignore this file)

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📊 Example Report Output

✈️ AI Travel Assistant Report

🌍 Travel Itinerary Summary

• Destination: Bali
• Departure Date: 2025-03-17
• Return Date: 2025-03-24

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📝 AI-Generated Itinerary

Day 1:

• 🌅 Morning Activities:

  • Arrival in Bali
  • Check-in at Villa Karma Loka

• 🍽 Lunch:

  • Enjoy a traditional Balinese meal at a local warung

• 🎭 Afternoon & Evening Plans:

  • Visit Sacred Monkey Forest Sanctuary
  • Explore Ubud Market
  • Dinner at a local restaurant

• 🚖 Transport:

  • Private car or taxi to attractions

• 💰 Approximate Daily Costs:

  • Flight: $1001
  • Hotel: $60
  • Attractions: $10
  • Food: $20
  • Total: $1091

Day 2:

• 🌅 Morning Activities:

  • Breakfast at Villa Karma Loka
  • Visit Uluwatu Temple

• 🍽 Lunch:

  • Enjoy seafood by the beach at Jimbaran Bay

• 🎭 Afternoon & Evening Plans:

  • Explore Ceking Rice Terrace
  • Relax at the beach
  • Dinner at a beachfront restaurant

• 🚖 Transport:

  • Rent a scooter for the day

• 💰 Approximate Daily Costs:

  • Flight: $0 (no flight on this day)
  • Hotel: $60
  • Attractions: $15
  • Food: $30
  • Total: $105

Day 3:

• 🌅 Morning Activities:

  • Breakfast at The Kirana Ungasan
  • Visit Campuhan Ridge Walk

• 🍽 Lunch:

  • Try local Balinese cuisine at a village restaurant

• 🎭 Afternoon & Evening Plans:

  • Visit Ulun Danu Beratan Temple
  • Explore Bedugul Botanical Gardens
  • Dinner at a lakeside restaurant

• 🚖 Transport:

  • Hire a private driver for the day

• 💰 Approximate Daily Costs:

  • Flight: $0 (no flight on this day)
  • Hotel: $30
  • Attractions: $20
  • Food: $25
  • Total: $75

Day 4:

• 🌅 Morning Activities:

  • Breakfast at Prasi Sunset Bungalows
  • Visit Waterbom Bali

• 🍽 Lunch:

  • Have a poolside lunch at a resort

• 🎭 Afternoon & Evening Plans:

  • Relax at the beach
  • Sunset dinner cruise

• 🚖 Transport:

  • Shuttle or taxi to attractions

• 💰 Approximate Daily Costs:

  • Flight: $0 (no flight on this day)
  • Hotel: $19
  • Attractions: $50
  • Food: $50
  • Total: $119

Day 5:

• 🌅 Morning Activities:

  • Breakfast at Masna House
  • Visit Pura Tirta Empul

• 🍽 Lunch:

  • Try Indonesian cuisine at a local restaurant

• 🎭 Afternoon & Evening Plans:

  • Visit Tegenungan Waterfall
  • Explore Ubud Palace
  • Dinner at a rooftop restaurant

• 🚖 Transport:

  • Rent a car for the day

• 💰 Approximate Daily Costs:

  • Flight: $0 (no flight on this day)
  • Hotel: $18
  • Attractions: $15
  • Food: $35
  • Total: $68

Day 6:

• 🌅 Morning Activities:

  • Breakfast at The Laguna, a Luxury Collection Resort & Spa, Nusa Dua, Bali
  • Visit Bali Safari and Marine Park

• 🍽 Lunch:

  • Enjoy a buffet lunch at the park

• 🎭 Afternoon & Evening Plans:

  • Relax at the resort
  • Dinner at a fine dining restaurant

• 🚖 Transport:

  • Shuttle to the park

• 💰 Approximate Daily Costs:

  • Flight: $0 (no flight on this day)
  • Hotel: $128
  • Attractions: $50
  • Food: $40
  • Total: $218

Day 7:

• 🌅 Morning Activities:

  • Breakfast at Sumberkima Hill Retreat
  • Visit Besakih Great Temple

• 🍽 Lunch:

  • Try traditional Balinese cuisine at a local restaurant

• 🎭 Afternoon & Evening Plans:

  • Visit Bali Zoo
  • Sunset dinner at a beach club

• 🚖 Transport:

  • Private car hire for the day

• 💰 Approximate Daily Costs:

  • Flight: $0 (no flight on this day)
  • Hotel: $33
  • Attractions: $30
  • Food: $45
  • Total: $108

Day 8:

• 🌅 Morning Activities:

  • Breakfast at The Anvaya Beach Resort Bali
  • Visit Penataran Agung Lempuyang Temple

• 🍽 Lunch:

  • Enjoy a seafood lunch by the bay

• 🎭 Afternoon & Evening Plans:

  • Visit Tirta Gangga
  • Relax at a natural hot spring
  • Farewell dinner at a beachfront restaurant

• 🚖 Transport:

  • Private transfer to sights

• 💰 Approximate Daily Costs:

  • Flight: $0 (no flight on this day)
  • Hotel: $112
  • Attractions: $20
  • Food: $40
  • Total: $172

Overall Trip Cost:

• Total Flight Cost: $1001
• Total Hotel Cost: $460
• Total Attractions Cost: $220
• Total Food Cost: $265
• Grand Total: $1946 USD

This itinerary provides a comprehensive plan for your trip to Bali, covering flights, hotels, attractions, and daily activities. Enjoy your vacation in Bali! 🌴🌞🍹

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📌 This report was generated automatically by AI Travel Assistant. Please verify details before booking.

🚀 Contributing

We welcome contributions! Feel free to:

• Open Issues for bug reports or feature requests.
• Submit Pull Requests to improve the code.

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📜 License

This project is licensed under the MIT License.