AI Agents
Query Google Sheets data and send intelligent summaries to Slack
12 nodes
317
155
Webhook
Workflow Description
Automation receives webhook requests, analyzes Google Sheets data using an OpenAI-powered AI agent with semantic search via embeddings and vector storage, and delivers insights to Slack channels while maintaining conversation context and memory.
How it works
- 1.Receive webhook request and convert content to embeddings
- 2.Split and index spreadsheet data in Pinecone vector store
- 3.Activate OpenAI agent to intelligently search and analyze data
- 4.Retrieve matching records from Google Sheets
- 5.Send analyzed results and recommendations to Slack
Use cases
- Answer data questions from Slack without manually opening spreadsheets
- Extract and analyze large datasets, sending executive summaries to teams
- Automate daily reporting workflows from Google Sheets to Slack notifications
Requirements
- Google Sheets account with API access to target spreadsheets
- n8n workflow with OpenAI and Pinecone API credentials configured
- Slack workspace with n8n app installed and channel permissions granted
Service Value
Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.
Apps Used
Text Splitter
Embeddings
Vector Store
Memory
OpenAI
AI Agent
Google Sheets
Slack
Details
Trigger
Webhook
Nodes
12
Apps
8
Views
317
Downloads
155
How to Use
- 1.Click "Download Template"
- 2.Open your n8n dashboard
- 3.Go to Workflows > Import from File
- 4.Select downloaded file and configure credentials
Nodes Used (12)
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Sticky Note
Sticky Note
Webhook Trigger
Webhook
Text Splitter
Text Splitter Character Text Splitter
Embeddings
Embeddings Cohere
Pinecone Insert
Vector Store Pinecone
Pinecone Query
Vector Store Pinecone
Vector Tool
Tool Vector Store
Window Memory
Memory Buffer Window
Chat Model
OpenAI
RAG Agent
Agent
Append Sheet
Google Sheets
Slack Alert
Slack