Deduplication and Normalization of Extracted Web Records
Clean records unlock accurate retrieval and agent decisions before the model runs.
Tomasz Wierzbicki
Section
Extraction Patterns
9 stories in Extraction Patterns.
AI-Assisted Extraction for Inconsistent Page Layouts
Semantic extraction makes web scraping resilient to layout changes.
Deja Okonkwo
JSON-LD and Structured Markup Extraction From Web Pages
JSON-LD markup cuts extraction costs by skipping rendering and LLM parsing.
Deja Okonkwo
Handling Schema Drift in Long-Running Extraction Pipelines
Design for change rather than hoping schema drift won't happen to your extraction pipeline.
Caleb Schreiber
Extracting Structured Brand Data From Company Websites
A tool to extract live brand data from company websites as structured JSON.
Deja Okonkwo
CSS Selector vs XPath vs AI Extraction for Structured Data
Each approach trades upfront cost against long-term maintenance burden.
Tomasz Wierzbicki
Handling Pagination and Infinite Scroll in Extraction Pipelines
How pagination silently breaks AI pipelines and five patterns to fix it.
Caleb Schreiber
HTML to LLM-Ready Markdown Conversion at Scale
Clean HTML conversion to Markdown is the foundation for effective AI pipelines.
Caleb Schreiber
JSON Schema Design for Structured Web Data Extraction
Schema quality determines extraction accuracy, not JSON validity.
Deja Okonkwo