AI Agents
Connect Google Sheets with Slack
12 nodes
220
156
Webhook
Workflow Description
An intelligent agent automation that processes large Google Sheets datasets using OpenAI language models, stores semantic vectors in Weaviate, and delivers instant alerts and analysis results to Slack channels automatically.
How it works
- 1.Receive data from Google Sheets via webhook trigger
- 2.Split and preprocess text using Text Splitter component
- 3.Convert data to semantic embeddings with OpenAI
- 4.Store vectors in Weaviate Vector Store database
- 5.Execute queries and analysis using AI Agent
- 6.Send results and notifications to Slack channels
Use cases
- Monitor large spreadsheets and send real-time team alerts for anomalies or updates
- Analyze text data and generate intelligent summaries distributed across Slack channels
- Answer team inquiries about spreadsheet data directly within Slack conversations
Requirements
- OpenAI API key for language models and embeddings
- Google Sheets account with API access credentials
- Slack workspace with bot permissions for messaging
- Weaviate instance for vector storage and retrieval
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
220
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
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