AI Agents
Automate Google Sheets
11 nodes
231
153
Webhook
Workflow Description
An intelligent automation template that combines advanced language models with Google Sheets through webhook triggers, enabling smart data processing, contextual queries, and automatic spreadsheet updates. The system leverages embeddings, memory management, and vector search to handle complex data interactions efficiently.
How it works
- 1.Receive incoming request via webhook containing data or query to process
- 2.Split long text documents into manageable chunks using Text Splitter
- 3.Convert text segments into numerical embeddings using OpenAI models
- 4.Search for relevant information in Redis-backed Vector Store
- 5.Pass context, conversation memory, and query to the AI Agent using Lm Chat Hf
- 6.Execute agent actions and write results back to Google Sheets automatically
Use cases
- Automatically update Google Sheets based on intelligent queries and data summarization from large datasets
- Extract insights from accumulated data and organize them into formatted spreadsheets without manual intervention
Requirements
- API keys for OpenAI, Google Sheets, and an operational Redis server for vector storage
- Understanding of embedding concepts and memory management in conversational AI workflows
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
Lm Chat Hf
AI Agent
Google Sheets
Details
Trigger
Webhook
Nodes
11
Apps
7
Views
231
Downloads
153
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
OpenAI
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