AI Upwork Cover Letter Generator with Pinecone & Groq
Automates personalized Upwork cover letters using AI agents, Pinecone vector search for skills context, Groq LLM, triggered via MacOS Shortcut from clipboard.
This n8n workflow streamlines Upwork proposals by generating tailored cover letters. It starts with a MacOS Shortcut capturing job descriptions from your clipboard and sending them to an n8n webhook. Input is processed through field mapping and an LLM chain that generates job-specific questions.
Next, a Question Answer Chain retrieves relevant skills and project data from your Pinecone vector store, building rich context. An AI Agent powered by Groq's Qwen LLM then crafts a professional HTML co
- Platform
- n8n
- Category
- Healthcare
- Price
- $24.99
- Creator
- Fred Garcia
- n8n
- Upwork
- AI Agent
- Pinecone
- Groq
- LLM
- Cover Letter
- Freelance
- Automation
- RAG
How to import this workflow into n8n
- 1Purchase or download the workflow to get the n8n workflow JSON file.
- 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
- 3Open each node marked with a credential warning and connect your own accounts and API keys.
- 4Run the workflow once manually to verify the data flow, then toggle it to Active.
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