(5/5)

LLM Chaining examples

Automated workflow: LLM Chaining examples. This workflow integrates 15 different services: webhook, stickyNote, httpRequest, markdown, agent. It contains 44 nodes and follows best practices for error handling and security.

Integrations Used (2)

HTTP Request

Webhook

Workflow Structure (31 nodes)

100%

No Op

CONNECT ME

No Op

CONNECT ME1

No Op

Anthropic Chat Model

No Op

LLM Chain - Step 1

No Op

Anthropic Chat Model1

No Op

LLM Chain - Step 2

No Op

Anthropic Chat Model2

No Op

LLM Chain - Step 3

Merge

No Op

Anthropic Chat Model3

No Op

LLM Chain - Step 4

Merge

Merge output with initial prompts1

Manual Trigger

When clicking ‘Test workflow’

Http Request

HTTP Request

Markdown

No Op

CONNECT ME2

Set

Initial prompts1

No Op

Clean memory

Split Out

Split Out1

Merge

Merge2

Set

Initial prompts

Set

Reshape

Webhook

Http Request

LLM steps - parallel

Split Out

No Op

Anthropic Chat Model5

No Op

Basic LLM Chain4

Merge

Merge output with initial prompts

No Op

Anthropic Chat Model4

No Op

All LLM steps here - sequentially

No Op

Simple Memory

Node Types:

trigger

http

default

logic

transform

Requires credentials

Prerequisites

Required Credentials (1)

Anthropic

Used by: Anthropic Chat Model, Anthropic Chat Model1 +4 more

Docs

Complexity

Complex

Advanced features used. Requires n8n experience.

Setup time: ~30 min

Score: 55/100

Conditional Logic

5 Integrations

When to Use This Workflow

Real-time Response

React instantly when events happen - new orders, form submissions, or API calls.

Zero delay between trigger and action for time-sensitive workflows.

Time Savings

Replace repetitive manual tasks with reliable automation.

Reclaim hours every week for higher-value work.

Error Reduction

Eliminate human error from routine processes with consistent automation.

Improve accuracy and reliability across your workflows.

workflow.json

{
  "id": "43gMd18arOcxqDcC",
  "meta": {
    "instanceId": "workflow-a5b12c83",
    "versionId": "1.0.0",
    "createdAt": "2025-09-29T07:07:53.545241",
    "updatedAt": "2025-09-29T07:07:53.545252",
    "owner": "n8n-user",
    "license": "MIT",
    "category": "automation",
    "status": "active",
    "priority": "high",
    "environment": "production"
  },
  "name": "LLM Chaining examples",
  "tags": [
    "automation",
    "n8n",
    "production-ready",
    "excellent",
...