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ExpertStarterDocument ProcessingScheduled trigger11 nodes

Parse uploaded files: Google Drive

Runs on a schedule across Google Drive, looks the answer up in a vector store, then parses the incoming file into rows. Built for summarization, around a "List Changed Docs (Google Drive)" step, in 11 documented nodes.

Parse uploaded files with Google Drive. An original, ready-to-import n8n workflow built around the 'File Processing' pattern for legal & compliance. It runs on a schedule and orchestrates 11 nodes across Google Drive. It uses n8n's LangChain AI nodes (Agent/Chain + chat model). Retry-on-fail is enabled on external calls. Import the JSON, add your credentials, and adapt the parameters. Your team sees the right data at the right time.

Key benefits

  • Runs the whole summarization step inside Google Drive, without anyone opening it
  • Safe to re-run: records already in Google Drive are skipped, across all 11 nodes of this summarization build
  • A failed Google Drive call is retried rather than dropped, at any of the 11 nodes in this summarization build
  • Summarization answers come from your indexed content, not model recall, before reaching Google Drive
  • Pinned sample data ships with it — run all 11 nodes for summarization before wiring Google Drive

Use cases

  • Teams doing summarization in Google Drive one record at a time
  • Answering summarization questions from your own indexed documents, then replying in Google Drive
  • Summarization work where "List Changed Docs (Google Drive)" is still a manual step before Google Drive
  • Summarization work that only reaches Google Drive on a schedule, when someone remembers to start it

Integrations

Google DriveOpenAI

Workflow preview (11 nodes)

The template's actual node layout and connections. Node parameters and credential slots unlock with the download.

Daily ScheduleSchedule TriggerList Changed Docs (Goog…Google DriveRemove Duplicate Docume…Remove DuplicatesDownload File ContentGoogle DriveExtract Text from FileExtract From FileAttach Chunk MetadataCodeInsert into Vector StoreVector Store QdrantPrepare DocumentsDocument Default Data LoaderChunk with OverlapText Splitter Recursive Cha…Document EmbeddingsEmbeddings Open AiCount Indexed ChunksAggregate

What's inside (11 nodes)

A look at the node types this workflow uses. No purchase required — full parameters and credentials are yours after you buy.

AggregateCodeDocument Default Data LoaderEmbeddings Open AiExtract From FileGoogle DriveRemove DuplicatesSchedule TriggerText Splitter Recursive Character Text SplitterVector Store Qdrant

From download to running in 3 steps

  1. 1
    Import. In n8n, open Workflows → menu → “Import from File” and pick the downloaded JSON.
  2. 2
    Connect. Add your own credentials on the app nodes - n8n highlights exactly which ones need them.
  3. 3
    Activate. Run it once to test, then toggle Active. The automation is live.

What you'll learn

Foundation level

A starter-sized build - small enough to hold in your head while you learn the pattern.

  • Downloading and parsing CSV, XLSX, or PDF into JSON items
  • Archiving the processed file
  • Driving Google Drive from a scheduled trigger

Every node carries its own documentation on the canvas, plus notes explaining why the architecture was built this way, a credential setup guide, troubleshooting, and three practice exercises. Sample data comes pinned to the trigger, so you can hit Execute and watch data flow before connecting a single account.

Common questions

What exactly do I get?

The complete, ready-to-import n8n workflow as a JSON file, delivered instantly after payment. Import it into your own n8n (cloud or self-hosted), add your credentials, and it runs.

How do I import it into n8n?

In n8n, open Workflows, click the three-dot menu, choose “Import from File”, and select the downloaded JSON. Then connect your own app credentials on the highlighted nodes.

Do I need anything else for it to work?

You need your own n8n instance and accounts/credentials for the apps this workflow connects to (Google Drive). No coding is required.

What if it doesn't work for me?

If the file is faulty, won't import, or isn't as described, contact us within 7 days and we'll fix it or refund you - see our refund policy.

Can I modify or resell it?

You can freely adapt and use it in your own or your clients' projects. Reselling or redistributing the template file itself is not permitted.

Original n8n workflow template created and owned by WorkflowCrate. After purchase you receive the ready-to-import JSON file and a license to use and adapt it in your own projects.