Automation library · Content

Books into 100+ social media posts with DeepSeek

Started by an event in a connected app, and works across Google Drive and Qdrant. It puts DeepSeek behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 20 steps: a working afternoon to understand properly.

MediumCalls a model: DeepSeekRetrieval

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20 stepsMedium: a working afternoon
0Branches: places the flow splits
0Loops or waits
2Services it connects to

The flow

Starts it 1Model 13Logic 3Service 3

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

  1. 1Recursive Character Text SplitterText Splitter Recursive Character Text SplitterModel
  2. 2Simple MemoryMemory Buffer WindowModel
  3. 3Embeddings CohereEmbeddings CohereModel
  4. 4File CreatedGoogle Drive triggerStarts it
  5. 5DeepSeek Chat ModelLm Chat Deep SeekModel
  6. 6Structured Output ParserOutput Parser StructuredModel
  7. 7Default Data Loader1Document Default Data LoaderModel
  8. 8AI AgentAgentModel
  9. 9Qdrant Vector StoreVector Store QdrantModel
  10. 10Qdrant Vector Store1Vector Store QdrantModel
  11. 11qdrant_searchVector Store QdrantModel
  12. 12Google DriveGoogle DriveService
  13. 13Information ExtractorInformation ExtractorModel
  14. 14Question and Answer ChainChain Retrieval QaModel
  15. 15Delete CollectionHttp RequestService
  16. 16Google Drive (create)Google DriveService
  17. 17CodeCodeLogic
  18. 18Vector Store RetrieverRetriever Vector StoreModel
  19. 19inputCodeLogic
  20. 20Split OutSplit OutLogic

How it's built

Starts on
An event in a connected app
Steps
20
Size
Medium: a working afternoon
Connects to
Google Drive, Qdrant
Model
DeepSeek
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 and Qdrant accounts, and a key for DeepSeek. 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 DeepSeek. 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?

Plan an afternoon. 20 steps is enough that you should read each one before running it.

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 20 steps before you point it at anything that matters.