Datasets for RAG, fine-tuning and training built from public sources
Step-by-step, code-free AI guides for professionals, entrepreneurs, and freelancers
Stage
Not given
Not given
Founded
Not given
Not given
Based in
Not given
US
Pricing model
Paid
Free
Pricing
Web Corpus: starter sets from $49 (250,000-500,000 documents); shelf corpora from $99-$199 per shelf (one-time license); Everything (full crawl) $3,000 one-time; Whole Library (all builds for one year) $5,000 per year. Reference Collections: Encyclopedia $1,200 commercial or $349 research (one-time)
Not given
Key features
Web corpus with 100.7M documents and 105B tokens from Common Crawl
Documents scored with Bear Rank and shelved by subject
15 million encyclopedia entries with sources and model attribution
200 million synthetic Q&A records with metadata
Delivered as JSONL and Parquet formats
Free samples available on Hugging Face
Command-line client with resumable downloads and SHA-256 verification
Statistics collection with 7,000 topics and 140,000 figures
Glossaries for 10,000 topics with one million definitions
Book Q&A dataset with 8,000 titles for reading comprehension
Role-specific guides for HR, finance, marketing, and project management
Copy-and-paste ready prompts and templates
AI tool comparisons
Free downloadable checklists and workflows
Regular updates for 2026 tools and best practices
Integration guides for existing tools like Excel, Google Docs, Slack, and Notion
What makes it different
All datasets built only from public sources with full provenance tracking
Every record includes source attribution and licensing information
Eight curated subject shelves for targeted corpus selection
Flexible purchasing: buy individual shelves, slices, or entire library
Over 4 TB of clean, deduplicated text ready for machine learning
Specializes in jargon-free content avoiding hype and complexity
Focus on practical, real-world workflows for business tasks
All guides are completely code-free and no technical experience required
Covers ethical AI adoption and data privacy
Founder has Stanford and Coursera AI certifications with proven efficiency gains up to 30%
The Non-Tech AI