Triggers on Slack messages to extract Drive links, retrieve context from Pinecone and Sheets, and generate actionable sales recommendations using GPT-4o.
This advanced n8n workflow implements Retrieval-Augmented Generation (RAG) for real-time, contextual recommendations directly in Slack. It starts by monitoring Slack channels for mentions or messages, using GPT-4o to parse inputs for subjects, people, and Google Drive links. Files are automatically downloaded and extracted, while metadata is fetched from Google Sheets and semantically similar documents are retrieved from Pinecone with reranking for relevance.
The core magic happens in the RAG s
Platform
n8n
Category
Sales
Price
$24.99
Creator
QualityWorkflows
RAG
Pinecone
Slack
GPT-4o
Google Drive
Google Sheets
AI Recommendations
Sales Automation
Pipeline Management
Agentic AI
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.