(5/5)

Voice RAG Chatbot with ElevenLabs and OpenAI

Automated workflow: Voice RAG Chatbot with ElevenLabs and OpenAI. This workflow integrates 15 different services: webhook, stickyNote, httpRequest, textSplitterTokenSplitter, vectorStoreQdrant. It contains 37 nodes and follows best practices for error handling and security.

Integrations Used (3)

HTTP Request

Google Drive

Webhook

Workflow Structure (18 nodes)

100%

Manual Trigger

When clicking ‘Test workflow’

Http Request

Create collection

Http Request

Refresh collection

Google Drive

Get folder

Google Drive

Download Files

No Op

Embeddings OpenAI1

No Op

Qdrant Vector Store1

No Op

Token Splitter

No Op

Default Data Loader

Webhook

Listen

No Op

OpenAI

No Op

AI Agent

No Op

Qdrant Vector Store

No Op

Embeddings OpenAI

No Op

Window Buffer Memory

No Op

Vector Store Tool

No Op

OpenAI Chat Model

Respond To Webhook

Respond to ElevenLabs

Node Types:

default

trigger

http

action

Requires credentials

Prerequisites

Required Credentials (4)

Google Drive

Used by: Get folder, Download Files

Docs

HTTP Header Auth

Used by: Create collection, Refresh collection

Docs

OpenAI

Used by: Embeddings OpenAI, Embeddings OpenAI1 +2 more

Docs

Qdrant

Used by: Qdrant Vector Store, Qdrant Vector Store1

Docs

Multiple services required

This workflow needs 4 different credentials. Make sure you have accounts for all services before importing.

Complexity

Complex

Advanced features used. Requires n8n experience.

Setup time: ~45 min

Score: 60/100

6 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": "ibiHg6umCqvcTF4g",
  "meta": {
    "instanceId": "workflow-303d5cca",
    "versionId": "1.0.0",
    "createdAt": "2025-09-29T07:08:01.512744",
    "updatedAt": "2025-09-29T07:08:01.512756",
    "owner": "n8n-user",
    "license": "MIT",
    "category": "automation",
    "status": "active",
    "priority": "high",
    "environment": "production"
  },
  "name": "Voice RAG Chatbot with ElevenLabs and OpenAI",
  "tags": [
    "automation",
    "n8n",
    "production-ready",
    "excellent",
...

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