Automation library · Content

Ingest LinkedIn posts from Google Drive into Pinecone

Started by an event in a connected app, and works across Google Drive, Pinecone and Supabase. It puts Gemini and Groq behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 21 steps, 1 branch: large, and worth reading before you trust it with anything live.

LargeCalls a model: Gemini, GroqRetrieval

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21 stepsLarge: read it before trusting it with anything live
1Branch: places the flow splits
0Loops or waits
3Services it connects to

The flow

Starts it 1Model 9Logic 6Service 5

The steps in the order they run, from what starts it.

  1. 1Google Drive TriggerGoogle Drive triggerStarts it
  2. 2Groq Chat ModelLm Chat GroqModel
  3. 3Structured Output ParserOutput Parser StructuredModel
  4. 4Recursive Character Text SplitterText Splitter Recursive Character Text SplitterModel
  5. 5Pattern Extraction Chat ModelLm Chat Google GeminiModel
  6. 6Gemini EmbeddingsEmbeddings Google GeminiModel
  7. 7Check For DuplicatesSupabaseService
  8. 8Clean DataChain LlmModel
  9. 9Content ExtracterAgentModel
  10. 10Default Data LoaderDocument Default Data LoaderModel
  11. 11Vector StoreVector Store PineconeModel
  12. 12Remove If File ExistsFilterLogic
  13. 13Normalize OCR TextSetLogic
  14. 14Log to SupabaseSupabaseService
  15. 15Download FileGoogle DriveService
  16. 16MergeMergeLogic
  17. 17FinishNo OpLogic
  18. 18Check File TypeSwitchLogic
  19. 19Extract TextExtract From FileService
  20. 20Extract ImagesTesseract NodeService
  21. 21Normalize PDF TextSetLogic

How it's built

Starts on
An event in a connected app
Steps
21, with 1 branch
Size
Large: read it before trusting it with anything live
Connects to
Google Drive, Pinecone, Supabase
Model
Gemini, Groq
Retrieval
Answers are drawn from documents you supply, not from the model alone

Questions

What does it need to run?

An n8n account, plus your own Google Drive, Pinecone and Supabase accounts, and a key for Gemini and Groq. You connect your own accounts after importing it; none are included.

What starts it?

It starts on an event in a connected app.

Does it use AI?

Yes. It calls Gemini and Groq. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Take your time. At 21 steps it is large: read it before trusting it with anything live.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 21 steps before you point it at anything that matters.