AI Agents
Extract and analyze spreadsheet data with AI intelligence in Slack
12 nodes
375
184
Webhook
Workflow Description
Automation that connects Google Sheets with Slack through an AI agent. Receives requests via webhook, analyzes data using OpenAI and Anthropic models with vector storage, and delivers insights to Slack channels instantly. Combines text splitting, embeddings, and intelligent retrieval for contextual responses.
How it works
- 1.Receive webhook request and trigger the AI agent workflow
- 2.Split spreadsheet content into manageable processing chunks
- 3.Generate data embeddings and store them in Weaviate for intelligent search
- 4.Query OpenAI and Anthropic models for deep analysis and recommendations
- 5.Send results and actionable insights to designated Slack channels
Use cases
- Send daily summaries of sales data from spreadsheets to project teams via Slack
- Answer team inquiries about spreadsheet data using AI directly in Slack conversations
- Analyze large reports and automatically deliver key insights to stakeholders
Requirements
- Google Sheets account with read and write permissions configured
- Valid API keys for OpenAI and Anthropic services
- Slack workspace with message posting and webhook permissions enabled
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
375
Downloads
184
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