AI Agents
Workflow analyzer and vector storage system n8n
10 nodes
216
149
Manual trigger
Workflow Description
An intelligent workflow analysis system that extracts n8n automation data, processes it through OpenAI embeddings, stores results in Pinecone vector database, and delivers notifications via Telegram. Enables semantic search and knowledge base creation for enterprise automation processes.
How it works
- 1.Trigger manual execution and retrieve workflow data from Postgres database
- 2.Convert workflow text data into semantic embeddings using OpenAI
- 3.Store vector embeddings in Pinecone for fast semantic search capability
- 4.Send analysis results and alerts through Telegram notifications
Use cases
- Analyze complex n8n automation workflows and document execution paths
- Build searchable knowledge base of enterprise workflow patterns
- Monitor workflow analysis and detect configuration issues in real-time
Requirements
- Postgres database with n8n workflow metadata and execution logs
- API keys for OpenAI embeddings, Pinecone vector store, and Telegram bot
Service Value
Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.
Apps Used
Postgres
Google Drive
OpenAI
Vector Store
Telegram
Details
Trigger
Manual trigger
Nodes
10
Apps
5
Views
216
Downloads
149
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 (10)
Check Last Processing
Postgres
Is New or Updated?
If
Download Workflow File
Google Drive
Analyze Workflow Structure
Code
Create Embeddings
OpenAI
Prepare Vector Data
Code
Store in Pinecone
Vector Store Pinecone
Update Processing Record
Postgres
Send Success Notification
Set
Search files and folders
Google Drive