Project Case Study

Tripset AI Travel Platform

An agentic travel platform that plans multi-step itineraries, queries live inventory, and isolates session states with MongoDB persistence.

Architecture

React client interfaces with Express & FastAPI services. LangGraph agents orchestrate multi-step planning loops backed by MongoDB thread isolation.

Technologies

  • React
  • Python
  • LangGraph
  • FastAPI
  • MongoDB
  • Express.js

Challenges

  • Isolated session state context across independent agent threads to prevent prompt leakage.
  • Implemented MongoDB thread persistence so multi-step travel plans survive browser refreshes.