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Extract text from PDF and image using Vertex AI (Gemini) into CSV

16 nodes · lmChatGoogleGemini, googleDrive, switch, extractFromFile, httpRequest, convertToFile

Engine
n8n
Nodes
16
Trigger
scheduled/triggered
Source file
1978_Extractfromfile_Converttofile_Automation_Webhook.json

Workflow flow

IntegrationsLmChatGoogleGeminiGoogle DriveSwitchExtractFromFileHTTPConvertToFileChainLlm@n8n/n8n-nodes-langchain.lmChatGoogleGemini@n8n/n8n-nodes-langchain.chainLlm
100%
application/pdfimage/

Google Gemini Chat Model

@n8n/n8n-nodes-langchain.lmChatGoogleGemini

TRIGGER

Get PDF or Images

Google Drive

Route based on PDF or Image

Switch

Download PDF

Google Drive

Download Image

Google Drive

Extract data from PDF

ExtractFromFile

Vertex A.I. extract text

@n8n/n8n-nodes-langchain.chainLlm

Send data to A.I.

HTTP

Convert to CSV2

ConvertToFile

Convert to CSV

ConvertToFile

Upload to Google Drive1

Google Drive

Upload to Google Drive

Google Drive

12 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

Free n8n workflow: Extract text from PDF and image using Vertex AI (Gemini) into CSV. 16 nodes across lmChatGoogleGemini, googleDrive, switch, extractFromFile, httpRequest, convertToFile, chainLlm, with a downloadable JSON and a visual flow diagram on OpenRuna.

What this workflow does

"Extract text from PDF and image using Vertex AI (Gemini) into CSV" is an n8n automation built from 16 nodes spanning lmChatGoogleGemini, googleDrive, switch, extractFromFile, httpRequest, convertToFile, chainLlm. 16 nodes · lmChatGoogleGemini, googleDrive, switch, extractFromFile, httpRequest, convertToFile 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

  • Use it as a starting template when wiring lmChatGoogleGemini, googleDrive, switch, extractFromFile, httpRequest, convertToFile, chainLlm — adjust node parameters to your accounts and record IDs.
  • Import "Extract text from PDF and image using Vertex AI (Gemini) into CSV" into n8n, reconnect credentials for lmChatGoogleGemini, googleDrive, switch, extractFromFile, httpRequest, convertToFile, chainLlm, and run the same automation in your own workspace.
  • Share it with your team as a documented reference for scheduled/triggered automations in the lmChatGoogleGemini stack.
  • Study how data moves from lmChatGoogleGemini to googleDrive before building your own variant.

Example output

Imported into n8n, "Extract text from PDF and image using Vertex AI (Gemini) into CSV" exposes 16 configured nodes. Trigger type: scheduled/triggered. Integrations: lmChatGoogleGemini, googleDrive, switch, extractFromFile, httpRequest, convertToFile, chainLlm. Open each node after import to map credentials to your own lmChatGoogleGemini and googleDrive accounts. 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 "Extract text from PDF and image using Vertex AI (Gemini) into CSV" into Claude and ask it to explain each of the 16 nodes. Claude is good at suggesting credential mappings for lmChatGoogleGemini, googleDrive, switch, extractFromFile, httpRequest, convertToFile, chainLlm, plus error-handling and idempotency improvements before you run it in production.

ChatGPT

Have ChatGPT generate a checklist for adapting "Extract text from PDF and image using Vertex AI (Gemini) into CSV" to your accounts — which lmChatGoogleGemini, googleDrive, switch, extractFromFile, httpRequest, convertToFile, chainLlm 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 16 nodes.

Frequently asked questions

How do I import "Extract text from PDF and image using Vertex AI (Gemini) into CSV" 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 "Extract text from PDF and image using Vertex AI (Gemini) into CSV" use?
It uses: lmChatGoogleGemini, googleDrive, switch, extractFromFile, httpRequest, convertToFile, chainLlm. The flow diagram above shows how each service connects across the 16 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 lmChatGoogleGemini and googleDrive credentials in n8n after import.
What trigger type does "Extract text from PDF and image using Vertex AI (Gemini) into CSV" 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 "Extract text from PDF and image using Vertex AI (Gemini) into CSV" 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 lmChatGoogleGemini, googleDrive, switch, extractFromFile, httpRequest, convertToFile, chainLlm.

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