AI Agents
Analyze spreadsheet data with an AI agent and send insights to Slack
12 nodes
302
147
Webhook
Workflow Description
Webhook-triggered automation that processes spreadsheet data through an intelligent AI agent powered by OpenAI embeddings and vector search, then delivers analyzed results directly to Slack with conversation memory.
How it works
- 1.Receive incoming data via webhook and split into processable chunks
- 2.Convert chunks to embeddings via OpenAI and store in Pinecone vector database
- 3.Execute intelligent agent that queries embeddings and maintains conversation context
- 4.Fetch and update Google Sheets data based on agent analysis
- 5.Send final report and recommendations to designated Slack channel
Use cases
- Generate daily sales summaries from spreadsheets and send them to team channels
- Answer HR staff questions about payroll data through intelligent conversational interface
- Monitor performance metrics and alert teams when KPIs exceed defined thresholds
Requirements
- Active OpenAI and Pinecone API keys with appropriate permissions
- Google Sheets account with edit access and Slack workspace with target channel
- External webhook source to trigger automation with structured data payloads
Service Value
Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.
Apps Used
Text Splitter
OpenAI
Vector Store
Memory
AI Agent
Google Sheets
Slack
Details
Trigger
Webhook
Nodes
12
Apps
7
Views
302
Downloads
147
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
OpenAI
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