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Ramandeep Singh
Ramandeep Singh

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Trip Planner using Hands-Off Agents Pattern - OpenAI Agents SDK

πŸ€– Multi-Agent Trip Planning System

Our trip planning system leverages OpenAI's Agents SDK to create an intelligent, multi-agent workflow that handles everything from initial preferences to final booking. The system consists of several specialized agents working in sequence:

  1. User Preferences Agent: The frontline agent that collects all necessary information about the trip
  2. Destination Research Agent: Researches activities and attractions using web search
  3. Itinerary Agent: Creates detailed day-by-day plans
  4. Booking Agent: Handles accommodation and activity reservations
  5. Summary Agent: Provides final confirmation and trip overview

Initial screens

πŸ› οΈ Key Components

Web Search Integration

The system utilizes OpenAI's WebSearchTool to gather real-time information about destinations, including:

  • Local attractions and activities
  • Weather forecasts
  • Cultural events
  • Restaurant recommendations
  • Transportation options

Agent Flow

  1. User Preferences Collection

    • Destination
    • Travel dates
    • Budget constraints
    • Travel style preferences
    • Group size
  2. Destination Research

    • Web search for relevant information
    • Activity recommendations
    • Local insights
  3. Itinerary Creation

    • Day-by-day planning
    • Time optimization
    • Activity sequencing
  4. Booking Management

    • Accommodation options
    • Activity reservations
    • Transportation arrangements
  5. Final Summary

    • Complete itinerary
    • Booking confirmations
    • Important reminders

[Insert screenshot of the agent flow diagram]

🎯 Key Features

Backend Capabilities

  • Asynchronous agent communication
  • Real-time web search integration
  • Context-aware conversation handling
  • Seamless agent handoffs

Frontend Experience

Our Gradio-based interface provides:

  • Real-time chat interaction
  • Clear conversation history
  • Progress tracking
  • Easy input handling

[Insert screenshot of the chat interface]

πŸš€ Getting Started

Check out our GitHub repository for:

  • Complete setup instructions
  • Code documentation
  • Example conversations
  • Contribution guidelines

πŸ“ Demo

On launching the app, we provided input like "France trip plan". This activated the user preferences agent which returned follow-up questions to the user asking their preferences. Once the preferences were collected, the agent handsoff the control to another agent for researching the top activities to do in that destination.

πŸ“ˆ Future Enhancements

Possible future enhancements:

  • Integration with booking APIs
  • Enhanced natural language understanding
  • More destination-specific features
  • Advanced budget optimization
  • Weather-aware planning

Interested in contributing? Feel free to submit a pull request or open an issue!

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