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AI & AgentsAgentic Automation2026

Conversational Agent Workflow (n8n)

LLM agent built in n8n with triggers, conversation memory, tool invocation and external API calls.

Built bySadia
platform
n8n
pattern
Agent + tools
integration
Webhooks & REST

Overview

LLM-backed chatbot agent built in n8n, wiring trigger nodes, an AI agent node, and external API calls into an automated conversational workflow. Configured system prompts, conversation memory, and tool invocation to route queries and return structured responses.

n8nLLM APIsWebhooksREST

What it delivers

  • Agent with memory and tool invocation
  • Built entirely as an n8n workflow
  • Structured, routable responses

Features

Workflow Wiring

  • Trigger nodes into an AI agent node
  • External API calls as agent tools
  • Fully automated conversational flow

Agent Configuration

  • System prompts tuned per use case
  • Conversation memory across turns
  • Query routing and structured responses

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