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Voice RAG Chatbot with ElevenLabs and OpenAI

23 nodes · agent, toolVectorStore, vectorStoreQdrant, embeddingsOpenAi, manual, httpRequest

Engine
n8n
Nodes
23
Trigger
scheduled/triggered
Source file
1887_Webhook_Respondtowebhook_Automate_Webhook.json

Workflow flow

IntegrationsAgentToolVectorStoreVectorStoreQdrantEmbeddingsOpenAiManualHTTPGoogle DriveDocumentDefaultDataLoaderTextSplitterTokenSplitterRespondToWebhookLmChatOpenAiWebhook+9 more
100%

Vector Store Tool

@n8n/n8n-nodes-langchain.toolVectorStore

Qdrant Vector Store

@n8n/n8n-nodes-langchain.vectorStoreQdrant

Embeddings OpenAI

@n8n/n8n-nodes-langchain.embeddingsOpenAi

TRIGGER

When clicking ‘Test workflow’

Manual

Default Data Loader

@n8n/n8n-nodes-langchain.documentDefaultDataLoader

Token Splitter

@n8n/n8n-nodes-langchain.textSplitterTokenSplitter

Embeddings OpenAI1

@n8n/n8n-nodes-langchain.embeddingsOpenAi

OpenAI

@n8n/n8n-nodes-langchain.lmChatOpenAi

TRIGGER

Listen

Webhook

Window Buffer Memory

@n8n/n8n-nodes-langchain.memoryBufferWindow

OpenAI Chat Model

@n8n/n8n-nodes-langchain.lmChatOpenAi

AI Agent

@n8n/n8n-nodes-langchain.agent

Create collection

HTTP

Refresh collection

HTTP

Get folder

Google Drive

Respond to ElevenLabs

RespondToWebhook

Download Files

Google Drive

Qdrant Vector Store1

@n8n/n8n-nodes-langchain.vectorStoreQdrant

18 steps · flows top to bottom, branches left to right

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Import into n8n

  1. Download the n8n JSON file (full or sanitized).
  2. In n8n: Workflows → Import from file.
  3. Open each node and reconnect credentials to your accounts.
  4. Test with manual execution before enabling triggers.

Sanitized JSON removes credential IDs — safer for sharing. Flow graph JSON is OpenRuna's lightweight format for diagrams and other tools, not n8n import.

View source corpus ↗

Overview

Voice RAG Chatbot with ElevenLabs and OpenAI (23-node n8n automation, agent, toolVectorStore, vectorStoreQdrant, embeddingsOpenAi, manual, httpRequest, googleDrive, documentDefaultDataLoader) is free on OpenRuna — view the graph and export the JSON to import into n8n.

What this workflow does

This n8n workflow, "Voice RAG Chatbot with ElevenLabs and OpenAI", wires together agent, toolVectorStore, vectorStoreQdrant, embeddingsOpenAi, manual, httpRequest, googleDrive, documentDefaultDataLoader in 23 nodes. 23 nodes · agent, toolVectorStore, vectorStoreQdrant, embeddingsOpenAi, manual, httpRequest It starts from a scheduled/triggered trigger and routes data through every node in order. OpenRuna shows the full flow diagram, an integration breakdown, and a one-click JSON export for n8n's "Import from file". Use it to learn integration patterns, fork it for your own use case, or deploy it quickly after reconnecting credentials.

Use cases

  • Import "Voice RAG Chatbot with ElevenLabs and OpenAI" into n8n, reconnect credentials for agent, toolVectorStore, vectorStoreQdrant, embeddingsOpenAi, manual, httpRequest, googleDrive, documentDefaultDataLoader, and run the same automation in your own workspace.
  • Use it as a starting template when wiring agent, toolVectorStore, vectorStoreQdrant, embeddingsOpenAi, manual, httpRequest, googleDrive, documentDefaultDataLoader — adjust node parameters to your accounts and record IDs.
  • Study how data moves from agent to toolVectorStore before building your own variant.
  • Share it with your team as a documented reference for scheduled/triggered automations in the agent stack.

Example output

Imported into n8n, "Voice RAG Chatbot with ElevenLabs and OpenAI" exposes 23 configured nodes. Trigger type: scheduled/triggered. Integrations: agent, toolVectorStore, vectorStoreQdrant, embeddingsOpenAi, manual, httpRequest, googleDrive, documentDefaultDataLoader. Set your credentials on the agent node, then verify each downstream node picks them up. Run it once in test mode to verify any branch logic (Switch/IF nodes) before enabling production triggers.

Tips by platform

Claude

Ask Claude to turn the "Voice RAG Chatbot with ElevenLabs and OpenAI" JSON into a plain-English runbook, node by node. It can flag where agent rate limits or missing retries might bite before you go live.

ChatGPT

Drop the workflow JSON or this OpenRuna page URL into ChatGPT and ask for a step-by-step runbook: triggers, branches, and which fields to customise for agent, toolVectorStore, vectorStoreQdrant, embeddingsOpenAi, manual, httpRequest, googleDrive, documentDefaultDataLoader. Handy for onboarding teammates new to n8n.

Cursor

In Cursor, ask Agent mode to parameterise "Voice RAG Chatbot with ElevenLabs and OpenAI" — extract agent IDs and secrets into environment variables without changing the 23-node structure.

Frequently asked questions

How do I import "Voice RAG Chatbot with ElevenLabs and OpenAI" into n8n?
Click Download n8n JSON on this page, then in n8n choose Workflows → Import from file and select the downloaded file. Reconnect credentials on each node — the export carries credential IDs from the original author's instance, not working secrets.
Which integrations does "Voice RAG Chatbot with ElevenLabs and OpenAI" use?
It uses: agent, toolVectorStore, vectorStoreQdrant, embeddingsOpenAi, manual, httpRequest, googleDrive, documentDefaultDataLoader. The flow diagram above shows how each service connects across the 23 nodes. Filter OpenRuna by integration to find related workflows and tools.
Can I import a sanitized export without credentials?
Yes. Use "Download sanitized JSON" to strip credential references before sharing internally. You will still add your own agent and toolVectorStore credentials in n8n after import.
What trigger type does "Voice RAG Chatbot with ElevenLabs and OpenAI" use?
Trigger type: scheduled/triggered. After import, confirm the trigger node (webhook, schedule, or app event) matches your environment, then activate the workflow when you are ready to run it.
Is "Voice RAG Chatbot with ElevenLabs and OpenAI" free to use?
OpenRuna catalogs community n8n workflows under open licenses. Check the source corpus link for the original license; commercial use may require verifying the third-party API terms for agent, toolVectorStore, vectorStoreQdrant, embeddingsOpenAi, manual, httpRequest, googleDrive, documentDefaultDataLoader.

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