Business WhatsApp AI RAG Chatbot

Manual

High

Nodes

Manual

Trigger

High

Complexity

7/22/2025

Added

Workflow Overview

Total Nodes

Node Types

manual Trigger

When clicking ‘Test workflow’

1 node

respond To Webhook

Respond to Webhook

1 node

agent

AI Agent

1 node

sticky Note

Sticky Note, Sticky Note2, Sticky Note1, Sticky Note3, Sticky Note4, Sticky Note5

6 nodes

vector Store Qdrant

Qdrant Vector Store, Retrive Qdrant Vector Store

2 nodes

lm Chat Open Ai

OpenAI Chat Model, OpenAI Chat Model1

2 nodes

http Request

Create collection, Refresh collection

2 nodes

google Drive

Get folder, Download Files

2 nodes

embeddings Open Ai

Embeddings OpenAI, Embeddings OpenAI2

2 nodes

document Default Data Loader

Default Data Loader

1 node

text Splitter Token Splitter

Token Splitter

1 node

webhook

Verify, Respond

2 nodes

is Message?

1 node

whats App

Only message, Send

2 nodes

memory Buffer Window

Window Buffer Memory

1 node

tool Vector Store

RAG

1 node

Workflow JSON

21.86 KB

{
  "id": "NLOITjwt4iZK16Qq",
  "meta": {
    "instanceId": "a4bfc93e975ca233ac45ed7c9227d84cf5a2329310525917adaf3312e10d5462",
    "templateCredsSetupCompleted": true
  },
  "name": "Business WhatsApp AI RAG Chatbot",
  "tags": [],
  "nodes": [
    {
      "id": "5be03c5c-e02d-4770-b0db-795dff0bf84f",
      "name": "Respond to Webhook",
      "type": "n8n-nodes-base.respondToWebhook",
      "position": [
        -60,
        1140
      ],
      "parameters": {
        "options": {},
        "respondWith": "text",
        "responseBody": "={{ $json.query['hub.challenge'] }}"
      },
      "typeVersion": 1.1
    },
    {
      "id": "8e24d1bc-8e65-4562-8cc4-4ce9c917841b",
      "name": "AI Agent",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        480,
        1480
      ],
      "parameters": {
        "text": "={{ $('Respond').item.json.body.entry[0].changes[0].value.messages[0].text.body }}",
        "agent": "conversationalAgent",
        "options": {
     ...

Showing first 1000 characters. Click "Expand" to view the full JSON.