Semantic Search
Website
Build a web content search system using smart chunking and vector embeddings
Building a Website Search Workflow
Pixeltable website search works in two phases:
- Define your workflow structure (once)
- Query your content database (anytime)
1
Install Dependencies
Define Your Workflow
Create table.py
:
Use Your Workflow
Create app.py
:
What Makes This Different?
Web Scraping
Automatic content extraction:
Smart Chunking
Token-aware content splitting:
Vector Search
Natural language search:
Workflow Components
Advanced Usage
Custom Chunking Strategies
Configure different chunking approaches:
Advanced Search Functions
Create specialized search functions: