AI Agents
Analyze Google Sheets data and respond intelligently via Slack
12 nodes
311
202
Webhook
Workflow Description
An intelligent automation that monitors Google Sheets updates, analyzes them using an AI agent, and sends summaries and answers directly to Slack channels. Uses vector search and memory for context-aware responses without manual intervention.
How it works
- 1.Receive webhook notification when spreadsheet is updated
- 2.Split data into processable chunks using text splitter
- 3.Convert data to embeddings and store in vector database
- 4.Process user queries through AI agent with contextual memory
- 5.Retrieve relevant data from vector store
- 6.Send responses and summaries to Slack channel
Use cases
- Instant alerts when sensitive data is added to spreadsheets
- Answer team questions about sheet contents directly from Slack
- Auto-generate smart summaries of large spreadsheet reports
Requirements
- Google Cloud account with Sheets API enabled
- OpenAI API key for language model and embeddings
- Slack workspace with bot permissions configured
- Weaviate vector database for storing embeddings
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
311
Downloads
202
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
OpenAI
RAG Agent
Agent
Append Sheet
Google Sheets
Slack Alert
Slack