Tag
rag
2 articles
Firecrawl: Turn Any Website Into Agent-Ready Markdown
Firecrawl converts messy, JavaScript-rendered websites into clean, LLM-ready markdown for RAG and AI agents. Install with 'pip install firecrawl' and use the Firecrawl class: scrape for known URLs (1 credit), crawl for discovery (1 credit per page, always set a limit), and schema-based extraction for typed JSON. Watch Enhanced/Stealth Mode, which costs 5 credits per page on Cloudflare-protected sites, and note that credits do not roll over.
By Marcus Rivera · 5 min · Jun 10, 2026
RAG Grounding: 7 Ways to Stop LLM Hallucinations in Production
A practitioner's guide to grounding retrieval-augmented generation systems. Covers fixing retrieval first, hybrid dense-plus-keyword search, cross-encoder reranking, contextual compression, refusal prompting, verified citations, Chain-of-Verification, confidence-threshold abstention, and measuring faithfulness with RAGAS.
By Marcus Rivera · 6 min · Jun 9, 2026