AI Agents
Query Google Sheets data intelligently through Slack conversations
12 nodes
273
169
Webhook
Workflow Description
An automation that receives user queries from Slack, processes them with an AI agent powered by Anthropic models, searches your Google Sheets data using vector embeddings, and returns accurate answers directly in Slack conversations.
How it works
- 1.Receive query from Slack via webhook trigger
- 2.Split and analyze query text for processing
- 3.Search Google Sheets data using intelligent agent with context memory
- 4.Convert results through vector embeddings and storage
- 5.Deliver formatted response back to Slack
Use cases
- Answer employee questions about large spreadsheet datasets instantly
- Automatically generate and share dynamic reports with team members
- Provide intelligent search interface for quick data retrieval from records
Requirements
- Active Google Sheets account with data access
- Slack workspace with message posting permissions
- API keys for OpenAI and Anthropic services
- Supabase database configured for vector 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
273
Downloads
169
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
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