Research Agents
RAG Pipeline Architecture for Research Agents
Research agents need loops, not one-shot retrieval, to handle ambiguous questions and live data.
Everett Nadkarni
Features Editor · · 11 min read
Scrape Info
The Latest
Research Agents
AI-Powered Answer Engines vs Research Agents
Research agents dig deeper but cost more; answer engines are fast and cheap.
Soren Marlowe
Research Agents
Agentic Design Patterns for Web Research Workflows
How agentic design patterns break down when your agent's tools hit live web data.
Maya Okafor
Crawling & Sitemaps
Large-Scale Web Crawling Architecture Patterns
Prioritized queues, domain affinity, and deduplication keep crawlers fast and polite at scale.
Sana Ibrahim
Web Scraping
Caching and Freshness Management in Agent Scraping
Agents can't see when cached data expires, turning stale information into silent failures at scale.
Soren Marlowe
Web Scraping
Real-Time Scraping Triggers for Event-Driven Agents
Detect what actually matters before you scrape, or drown in noise.
Maya Okafor
Web Scraping
Converting Raw Scraped HTML to LLM-Ready Text
Cleaning HTML to Markdown cuts token waste by 80% and measurably improves model accuracy.
Soren Marlowe
Web Scraping
Converting Raw Web Content to LLM-Ready Input
A four-stage pipeline transforms messy web content into data LLMs can reliably reason over.
Everett Nadkarni