AI Agents
Analyze workflows and store data vectors automatically
10 nodes
219
149
Manual trigger
Workflow Description
Intelligent system that automatically analyzes workflows, extracts data from Google Drive, converts it to vectors using OpenAI, stores them in Pinecone, and sends analysis results via Telegram. Enables fast semantic search and efficient document retrieval with conditional logic and PostgreSQL integration.
How it works
- 1.Trigger analysis manually and select documents to process
- 2.Retrieve files from Google Drive and extract their content
- 3.Convert text to numerical vectors using OpenAI embeddings
- 4.Store vectors in Pinecone vector database for semantic search
- 5.Query and retrieve semantically related data with conditional filtering
- 6.Send analysis summary and insights to Telegram channel
Use cases
- Monitor workflow performance and identify bottlenecks in real-time
- Search through thousands of documents and find relevant information instantly
Requirements
- Google Drive account with file access permissions
- Active OpenAI API key and Pinecone account setup
- Telegram bot configured with proper authentication tokens
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
219
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