Datasets for RAG, fine-tuning and training built from public sources
Wedding speech AI generator that creates three personalized speeches in about 60 seconds
Stage
Not given
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Founded
Not given
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Based in
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JP
Pricing model
Paid
Paid
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)
Standard: $19.90 (approximately 2,980 yen, one-time payment) for three personalized speech manuscripts. Free plan includes 26 sample speeches, question form experience, and one demo generation.
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
Three speeches with different tones (humor-focused, emotion-focused, balanced)
Wedding etiquette checking for unlucky words and proper closings
Automatic length adjustment to 600-900 characters (2-3 minutes reading time)
Personalized speeches using user's own memories and wording
Speech generation in seconds after answering questions
48-hour full refund guarantee
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
Purpose-built for Japanese wedding customs and etiquette, unlike general AI tools
Generates three complete speeches with different tones for users to choose from
One-time payment without subscription or recurring charges
Automatic etiquette checking to avoid unlucky words and ensure proper formal closings
Speech Kobo