Research Agents
Structured Retrieval and Grounding Layers in Deep Research Agent Frameworks
Deep research agents iterate through retrieval and reasoning loops to synthesize answers.
Maya Okafor
Editor at Large · · 10 min read
Scrape Info
The Latest
Data Extraction
Table and List Extraction From Web Pages
Extracted data needs semantic structure, not just text, to work with AI systems.
Sana Ibrahim
Data Extraction
Entity and Relationship Extraction From Unstructured Web Text
Machines need structured data to reason reliably on web text without silent failures.
Everett Nadkarni
Data Extraction
Parsing JavaScript-Rendered Content
Discover which scraping technique works for each JavaScript rendering pattern.
Soren Marlowe
Data Extraction
Schema Design for Web Extracted Data
Define your fields before you scrape, or spend months untangling the mess later.
Everett Nadkarni
Data Extraction
Extracting Structured Data From JavaScript-Rendered Pages
Detect which pages need browser rendering before you pay the cost of running them.
Maya Okafor
Data Extraction
ETL Pipeline Design for Web Data Extraction
Web data breaks traditional ETL; here's how to rebuild it.
Everett Nadkarni
Data Extraction
LLM-Powered Data Extraction From Unstructured Web Pages
LLM extraction survives redesigns where selectors fail, but needs careful pipeline design to work.
Sana Ibrahim
Data Extraction
LLM-Based Data Extraction vs Rule-Based Parsers
LLM extractors handle messy, variable documents that break rule-based parsers.
Everett Nadkarni
Data Extraction
Web Scraping APIs That Return Structured JSON for LLM Pipelines
Page retrieval—not extraction—is where most web scraping fails for AI agents.
Maya Okafor
Data Extraction
Batch Web Data Extraction Services for High-Volume AI Agent Workflows
Reliable data extraction at scale keeps AI agents from drowning in bad inputs.
Soren Marlowe
Data Extraction
Open Source Knowledge Graph Tools for Web Data
Knowledge graphs move from research to production as the best fit for reasoning over web data.
Everett Nadkarni