AI Agents
Automate Google Sheets
11 nodes
225
163
Webhook
Workflow Description
An intelligent automation template that integrates an AI agent with Google Sheets for automatic data processing. It receives requests via webhook, processes text, generates embeddings, stores them in a vector database, and writes results directly to spreadsheets.
How it works
- 1.Receive incoming request via webhook and trigger workflow
- 2.Split input text using Text Splitter
- 3.Generate vector embeddings via Cohere and store in Redis
- 4.Invoke AI agent with context-aware memory buffer
- 5.Execute vector queries and retrieve relevant documents
- 6.Write analysis results automatically to Google Sheets
Use cases
- Automate classification and organization of large text datasets across spreadsheets
- Build an intelligent document search system with results stored in Sheets
Requirements
- Valid Cohere API credentials and Google Sheets access permissions
- Running Redis database instance accessible from n8n
Service Value
Ready-made workflow template for automation delivery and service execution.
Apps Used
Text Splitter
Embeddings
Vector Store
Memory
Lm Chat Hf
AI Agent
Google Sheets
Details
Trigger
Webhook
Nodes
11
Apps
7
Views
225
Downloads
163
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 (11)
/
Sticky
Sticky Note
Webhook
Webhook
Splitter
Text Splitter Character Text Splitter
Embeddings
Embeddings Cohere
Insert
Vector Store Redis
Query
Vector Store Redis
Tool
Tool Vector Store
Memory
Memory Buffer Window
Chat
Lm Chat Hf
Agent
Agent
Sheet
Google Sheets