AI Agents
Analyze Google Sheets data and share insights with Slack
12 nodes
226
156
Webhook
Workflow Description
An intelligent automation receives webhook requests, processes Google Sheets data using an AI agent powered by Anthropic's models, stores information in a vector database, and retrieves contextual answers from your data. Results are sent directly to Slack channels for team visibility.
How it works
- 1.Receive incoming request via webhook and extract query parameters
- 2.Split and process Google Sheets content into manageable chunks
- 3.Generate embeddings and store vectorized data in Supabase
- 4.Query AI agent with conversation memory to answer data questions
- 5.Deliver analysis results to designated Slack channel
Use cases
- Enable instant employee Q&A about project data stored in shared Google Sheets
- Automatically analyze sales reports and financial data, sending AI-generated summaries to Slack
Requirements
- Google Workspace account with edit permissions on target spreadsheets
- Slack workspace with bot or app access for message posting
- Anthropic API key to access Claude language models
Service Value
Ready-made workflow template for automation delivery and service execution.
Apps Used
Text Splitter
Embeddings
Vector Store
Memory
Anthropic
AI Agent
Google Sheets
Slack
Details
Trigger
Webhook
Nodes
12
Apps
8
Views
226
Downloads
156
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
Supabase Insert
Vector Store Supabase
Supabase Query
Vector Store Supabase
Vector Tool
Tool Vector Store
Window Memory
Memory Buffer Window
Chat Model
Lm Chat Anthropic
RAG Agent
Agent
Append Sheet
Google Sheets
Slack Alert
Slack