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Backend / Engineering case study

AI Agent Workflow Automation

A context-aware AI agent workflow integrating memory, external APIs, weather data, and webhook triggers.

OpenAI Modelsn8n
ai-agent-automation

System overview

AI Agent Workflow Automation

OpenAI Models
n8n
Context-aware response generationAgent memory managementOpenWeatherMap API integration
Architecture illustration

01 / Overview

About the project

Designed an AI-powered agent that manages conversational context and responds to real-time requests through OpenAI models, OpenWeatherMap, and webhooks.

02 / The approach

How it works

Connected agent memory, external data services, and webhook-triggered workflows to support context-aware conversation and weather queries.

Key features

  • Context-aware response generation
  • Agent memory management
  • OpenWeatherMap API integration
  • Real-time webhook triggers