AI Agents
Analyze data and update Google Sheets with an intelligent AI agent
11 nodes
334
184
Webhook
Workflow Description
An automation that receives data via webhook, analyzes it using an AI agent powered by Claude, extracts relevant information from a vector database, and automatically logs results in Google Sheets for tracking and review.
How it works
- 1.Receive webhook request and split text into processable chunks
- 2.Convert data to vectors and store in Weaviate for intelligent search
- 3.Process queries through an AI agent powered by Claude with contextual memory
- 4.Search for matching information in the vector database
- 5.Format and log results directly to Google Sheets
Use cases
- Automatically categorize messages and notes into organized spreadsheet rows
- Answer stored inquiries based on historical information in spreadsheets
- Document conversations and decisions in Google Sheets for future reference
Requirements
- Anthropic API key to run Claude language model
- Connected Weaviate vector database for embedding storage
- Google Workspace account with write permissions to Google Sheets
Service Value
Ready-made workflow template for automation delivery and service execution.
Apps Used
Text Splitter
Embeddings
Vector Store
Memory
Anthropic
AI Agent
Google Sheets
Details
Trigger
Webhook
Nodes
11
Apps
7
Views
334
Downloads
184
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
Lm Chat Anthropic
Agent
Agent
Sheet
Google Sheets