AI Travel Agents - Multi-Agent MCP Orchestration with LangChain.js, LlamaIndex.TS, and Microsoft Agent Framework

by Microsoft DevRelView on GitHub

A comprehensive reference application demonstrating multi-agent AI orchestration for travel agency operations using three orchestration frameworks (LangChain.js, LlamaIndex.TS, and Microsoft Agent Framework). Features MCP (Model Context Protocol) servers built in TypeScript, Python, Java, and .NET, deployed as serverless Azure Container Apps with OpenTelemetry monitoring.

Architecture

Resources included

Resource	Description
Azure Container Apps	Build and deploy modern apps and microservices using serverless containers.
Azure AI Service	Build cutting-edge, market-ready AI applications with customizable tools, APIs, and models.
Microsoft Foundry	The AI app and agent factory.
Azure OpenAI Service	Apply advanced coding and language models to a variety of use cases.
Azure Monitor	Full observability into your applications, infrastructure, and network.
Azure Managed Identities	Give Azure resources an automatically managed identity in Microsoft Entra ID.