HackByte 3.0
Top 100 Teams
AgentX Travel India
AI-powered travel assistant with multi-agent system for personalized Indian travel planning
AI-powered travel assistant with multi-agent system for personalized Indian travel planning
AgentX Travel India is an AI-powered travel assistant application tailored for the Indian market. Built by TechMatrix Solvers team for IIITDMJ HackByte 3.0, it achieved Top 100 Teams recognition.
The application leverages a sophisticated multi-agent system with specialized AI agents for research, accommodation, transportation, activities, dining, and itinerary integration. It features interactive maps, geo-based attraction search, and a conversational chatbot assistant.
Teams
AI System
TechMatrix Solvers
HackByte 3.0
Gathers comprehensive destination information and travel insights
Finds and recommends suitable hotels and lodging options
Plans optimal routes and transportation methods
Suggests attractions, activities, and experiences
Recommends restaurants and local cuisine options
Integrates all recommendations into cohesive travel plans
Visualize travel destinations with integrated mapping using Pydeck for enhanced user experience
Find nearby attractions using MongoDB's geospatial and vector search capabilities
Get answers to travel questions through conversational AI powered by Gemini
Works seamlessly across desktop and mobile devices with Streamlit interface
Save travel plans offline for easy access and sharing
Integration with Tailvy API and MongoDB for improved recommendations
Basic AI agent integration with simple workflow design
Enhanced architecture with improved agent communication during HackByte 3.0
Advanced version with additional data sources and optimized workflows
Planned future architecture with expanded capabilities and integrations
Team Leader & ML Developer
ML & Front-end Developer
MERN Stack Developer
Full Stack Developer
Primary AI language model for intelligent travel recommendations
Database for storing and querying travel data with geospatial capabilities
Additional AI capabilities and model deployment
Version control and collaborative development
API testing and development workflow optimization
Sophisticated AI agent architecture with specialized agents for different aspects of travel planning
Advanced location-based search and recommendation system using MongoDB's geospatial queries
Semantic matching of attractions using OpenAI embeddings for personalized recommendations
Real-time map visualization of travel destinations and attractions using Pydeck
Modular design allowing for easy expansion and integration of new features