AI Agents
Automate Google Sheets with Intelligent AI Agent
11 nodes
273
148
Webhook
Workflow Description
This workflow deploys an AI agent that processes data through text chunking, embeddings, and vector search, then automatically writes insights to Google Sheets. The agent maintains conversation history and queries intelligent language models for real-time decisions.
How it works
- 1.Receive data requests via webhook trigger
- 2.Chunk large texts into manageable segments
- 3.Convert text chunks into numerical embeddings
- 4.Search Weaviate vector store for relevant context
- 5.Invoke OpenAI model for intelligent inference
- 6.Write results directly to Google Sheets rows
Use cases
- Automatically populate spreadsheets based on semantic queries
- Process bulk documents and store summaries in Sheets
- Build smart classification systems that categorize new data into predefined columns
Requirements
- OpenAI API key with sufficient quota
- Google Sheets with editor-level permissions
- Weaviate instance configured for vector storage
- OAuth authentication between n8n and Google Workspace
Service Value
Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.
Apps Used
Text Splitter
Embeddings
Vector Store
Memory
OpenAI
AI Agent
Google Sheets
Details
Trigger
Webhook
Nodes
11
Apps
7
Views
273
Downloads
148
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 Hugging Face
Insert
Vector Store Weaviate
Query
Vector Store Weaviate
Tool
Tool Vector Store
Memory
Memory Buffer Window
Chat
OpenAI
Agent
Agent
Sheet
Google Sheets