AI Agents
Extract spreadsheet data and analyze it with AI in Slack
12 nodes
296
193
Webhook
Workflow Description
Automation receives webhook requests, extracts data from Google Sheets, processes it using OpenAI models enhanced with memory and vector storage, and delivers analytical insights directly to Slack channels.
How it works
- 1.Receive request via webhook and trigger the workflow
- 2.Process text and convert it into vector embeddings
- 3.Query the AI agent for spreadsheet data and retrieve answers
- 4.Send results and analysis to Slack
Use cases
- Send daily summaries of spreadsheet data to your team on Slack
- Answer employee questions about specific data in your sheets automatically
Requirements
- OpenAI API key and Pinecone account for vector storage
- Organized Google Sheets and access permissions for your Slack workspace
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
296
Downloads
193
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