AI Agents
Automate Google Sheets with an Intelligent Agent
11 nodes
321
160
Webhook
Workflow Description
Workflow that connects incoming webhooks to Google Sheets using an AI-powered agent built on OpenAI. Splits incoming data, converts it to vector embeddings, stores them in a vector database, maintains conversation memory, and writes results directly to your spreadsheet.
How it works
- 1.Receive webhook data and split it into manageable text chunks
- 2.Convert text chunks into vector embeddings using Hugging Face
- 3.Store embeddings in Weaviate vector database with session memory
- 4.Run OpenAI-powered agent to reason and process the data
- 5.Write final results and insights to Google Sheets rows
Use cases
- Ingest large reports and automatically populate spreadsheet rows with extracted data
- Analyze text content and classify it across multiple spreadsheet columns
- Answer spreadsheet-related queries using AI reasoning over stored knowledge
Requirements
- Valid OpenAI API key with sufficient credits
- Google Sheets spreadsheet with write permissions
- Configured Weaviate vector database or connection credentials
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
321
Downloads
160
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