Automation library · Money admin

Generate Upwork SEO proposals with OpenAI and DeepSeek

Started by someone submitting a form, and works across Google Docs and Pinecone. It puts Claude, DeepSeek and one other behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 22 steps: large, and worth reading before you trust it with anything live.

LargeCalls a model: Claude, DeepSeekRetrieval

Download free
22 stepsLarge: read it before trusting it with anything live
0Branches: places the flow splits
0Loops or waits
2Services it connects to

The flow

Starts it 1Model 14Logic 5Service 2

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

  1. 1Job Input FormForm triggerStarts it
  2. 2GPT-4 Turbo LLMLm Chat Open AiModel
  3. 3DeepSeek LLM (Q&A Writer)Lm Chat Deep SeekModel
  4. 4DeepSeek LLM (Cover Writer)Lm Chat Deep SeekModel
  5. 5DeepSeek LLM (QC Checker)Lm Chat Deep SeekModel
  6. 6Claude 3.7 Sonnet LLMLm Chat AnthropicModel
  7. 7OpenAI Embeddings (Case Studies)Embeddings Open AiModel
  8. 8OpenAI Embeddings (Keywords)Embeddings Open AiModel
  9. 9Job Details AnalyzerAgentModel
  10. 10Screening Q&A WriterAgentModel
  11. 11Cover Letter GeneratorAgentModel
  12. 12Cover Quality CheckerAgentModel
  13. 13Final Cover PolishAgentModel
  14. 14Case Studies DB (Pinecone)Vector Store PineconeModel
  15. 15Ranking Keywords DB (Pinecone)Vector Store PineconeModel
  16. 16Merge: Cover + Job DetailsMergeLogic
  17. 17Save Q&A to DocsGoogle DocsService
  18. 18Merge: QC Feedback + CoverMergeLogic
  19. 19HTML Converter (Final Cover)MarkdownLogic
  20. 20Prepare for QC ReviewAggregateLogic
  21. 21Prepare for Final PolishAggregateLogic
  22. 22Save Final Cover to DocsGoogle DocsService

How it's built

Starts on
Someone submitting a form
Steps
22
Size
Large: read it before trusting it with anything live
Connects to
Google Docs, Pinecone
Model
Claude, DeepSeek, OpenAI
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 Docs and Pinecone accounts, and a key for Claude and DeepSeek. You connect your own accounts after importing it; none are included.

What starts it?

It starts on someone submitting a form.

Does it use AI?

Yes. It calls Claude, DeepSeek and OpenAI. 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 22 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 22 steps before you point it at anything that matters.