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Stock Q&A Workflow

17 nodes · embeddingsOpenAi, manualChat, chainRetrievalQa, respondToWebhook, retrieverVectorStore, webhook

Engine
n8n
Nodes
17
Trigger
scheduled/triggered
Source file
1255_Webhook_Respondtowebhook_Automate_Webhook.json

Workflow flow

IntegrationsEmbeddingsOpenAiManualChatChainRetrievalQaRespondToWebhookRetrieverVectorStoreWebhookManualGoogle DriveDocumentBinaryInputLoaderTextSplitterRecursiveCharacterTextSplitterVectorStoreQdrantLmChatOpenAi+8 more
100%

Embeddings OpenAI1

@n8n/n8n-nodes-langchain.embeddingsOpenAi

TRIGGER

On new manual Chat Message

@n8n/n8n-nodes-langchain.manualChat

Vector Store Retriever

@n8n/n8n-nodes-langchain.retrieverVectorStore

TRIGGER

Webhook1

Webhook

TRIGGER

When clicking "Execute Workflow"

Manual

Binary to Document

@n8n/n8n-nodes-langchain.documentBinaryInputLoader

Recursive Character Text Splitter

@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter

Embeddings OpenAI

@n8n/n8n-nodes-langchain.embeddingsOpenAi

Qdrant Vector Store1

@n8n/n8n-nodes-langchain.vectorStoreQdrant

OpenAI Chat Model

@n8n/n8n-nodes-langchain.lmChatOpenAi

Retrieval QA Chain

@n8n/n8n-nodes-langchain.chainRetrievalQa

Google Drive

Google Drive

Respond to Webhook

RespondToWebhook

Qdrant Vector Store

@n8n/n8n-nodes-langchain.vectorStoreQdrant

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

Browse by integration

embeddingsOpenAimanualChatchainRetrievalQarespondToWebhookretrieverVectorStorewebhookmanualgoogleDrivedocumentBinaryInputLoadertextSplitterRecursiveCharacterTextSplittervectorStoreQdrantlmChatOpenAi
Browse all integrations →
Download n8n JSONDownload sanitized JSONDownload flow graph

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

Stock Q&A Workflow (17-node n8n automation, embeddingsOpenAi, manualChat, chainRetrievalQa, respondToWebhook, retrieverVectorStore, webhook, manual, googleDrive) is free on OpenRuna — view the graph and export the JSON to import into n8n.

What this workflow does

"Stock Q&A Workflow" automates a embeddingsOpenAi-to-manualChat flow in n8n across 17 nodes. 17 nodes · embeddingsOpenAi, manualChat, chainRetrievalQa, respondToWebhook, retrieverVectorStore, webhook A scheduled/triggered entry point kicks it off, and each node passes data to the next until the run completes. On OpenRuna you get the visual graph, the integration list, and a downloadable JSON ready to import into n8n. Use it to learn integration patterns, fork it for your own use case, or deploy it quickly after reconnecting credentials.

Use cases

  • Benchmark it against your current embeddingsOpenAi integration to spot missing steps or redundant nodes.
  • Fork it to add error handling, retries, or a notification step without designing the 17-node flow from scratch.
  • Share it with your team as a documented reference for scheduled/triggered automations in the embeddingsOpenAi stack.
  • Study how data moves from embeddingsOpenAi to manualChat before building your own variant.

Example output

Imported into n8n, "Stock Q&A Workflow" exposes 17 configured nodes. Trigger type: scheduled/triggered. Integrations: embeddingsOpenAi, manualChat, chainRetrievalQa, respondToWebhook, retrieverVectorStore, webhook, manual, googleDrive. Reconnect the embeddingsOpenAi credential first, then walk the remaining nodes top to bottom. Run it once in test mode to verify any branch logic (Switch/IF nodes) before enabling production triggers.

Tips by platform

Claude

Paste the exported JSON for "Stock Q&A Workflow" into Claude and ask it to explain each of the 17 nodes. Claude is good at suggesting credential mappings for embeddingsOpenAi, manualChat, chainRetrievalQa, respondToWebhook, retrieverVectorStore, webhook, manual, googleDrive, plus error-handling and idempotency improvements before you run it in production.

ChatGPT

Have ChatGPT generate a checklist for adapting "Stock Q&A Workflow" to your accounts — which embeddingsOpenAi, manualChat, chainRetrievalQa, respondToWebhook, retrieverVectorStore, webhook, manual, googleDrive credentials to create and which node parameters to change first.

Cursor

Open the downloaded JSON in Cursor and use Agent mode to refactor hard-coded URLs into env vars, or to generate tests for any Code nodes. Keep the OpenRuna flow diagram open so you do not break connection order across the 17 nodes.

Frequently asked questions

How do I import "Stock Q&A Workflow" 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 "Stock Q&A Workflow" use?
It uses: embeddingsOpenAi, manualChat, chainRetrievalQa, respondToWebhook, retrieverVectorStore, webhook, manual, googleDrive. The flow diagram above shows how each service connects across the 17 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 embeddingsOpenAi and manualChat credentials in n8n after import.
What trigger type does "Stock Q&A Workflow" 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 "Stock Q&A Workflow" 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 embeddingsOpenAi, manualChat, chainRetrievalQa, respondToWebhook, retrieverVectorStore, webhook, manual, googleDrive.

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