AI Agents
Extract, analyze spreadsheet data and send intelligent alerts to Slack
12 nodes
291
175
Webhook
Workflow Description
An AI agent that monitors Google Sheets updates, processes data through advanced language models with vector embeddings, and delivers contextual summaries and insights to Slack channels automatically. The agent maintains conversation memory for continuous learning.
How it works
- 1.Webhook receives Google Sheets update triggers
- 2.Data is split into manageable chunks using text splitter
- 3.Content analyzed by AI agent powered by Claude and OpenAI embeddings
- 4.Vector embeddings created and stored in Weaviate for semantic search
- 5.Agent retrieves relevant context and formulates response
- 6.Analyzed insights and alerts sent to Slack channel
Use cases
- Alert teams instantly when sales data or KPIs change in shared sheets
- Summarize project updates and notify team members of critical changes
- Analyze customer feedback collected in sheets and share insights
- Monitor inventory or resource allocation sheets with automated notifications
Requirements
- Google Workspace account with sheet modification permissions
- Slack workspace with bot creation and app installation access
- OpenAI and Anthropic API keys for language models
- Weaviate vector store access for embeddings storage
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
Anthropic
AI Agent
Google Sheets
Slack
Details
Trigger
Webhook
Nodes
12
Apps
8
Views
291
Downloads
175
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
Weaviate Insert
Vector Store Weaviate
Weaviate Query
Vector Store Weaviate
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