AI Agents
Product: Idea to Shop Vector - Dimension 768
8 nodes
223
153
Automatic trigger
Workflow Description
An intelligent automation template that transforms product ideas into searchable vector embeddings with 768-dimensional precision, combining text segmentation, AI summarization, and vector storage for rapid semantic discovery and evaluation.
How it works
- 1.Trigger workflow when a new product idea is created in Notion
- 2.Split product descriptions into logical segments using token-aware text splitting
- 3.Load and validate product data from attached documents and sources
- 4.Generate intelligent summaries of key content sections using Gemini AI
- 5.Convert segmented text into 768-dimensional vectors using Gemini embeddings
- 6.Store vectors and metadata in Pinecone for fast semantic search and retrieval
Use cases
- Build a searchable product idea library with instant semantic discovery capabilities
- Identify duplicate or similar ideas automatically before development begins
- Enable teams to find relevant historical concepts for current projects quickly
Requirements
- Active Notion workspace with a products database configured
- Valid Google Gemini API credentials with embedding model access
- Configured Pinecone vector database instance with 768-dimensional indexes
Service Value
Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.
Apps Used
Text Splitter
Notion
Document Default Data Loader
Gemini
Vector Store
Details
Trigger
Automatic trigger
Nodes
8
Apps
5
Views
223
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 (8)
Token Splitter
Text Splitter Token Splitter
Notion - Page Added Trigger
Notion
Notion - Retrieve Page Content
Notion
Filter Non-Text Content
Filter
Summarize - Concatenate Notion's blocks content
Summarize
Create metadata and load content
Document Default Data Loader
Embeddings Google Gemini
Gemini Model
Pinecone Vector Store
Vector Store Pinecone