# llms.txt — Graphify.md
# graphifymd.com — The knowledge layer your agents are missing

# DOMAIN KNOWLEDGE — full typed CKG (42 nodes · 51 edges · v1.1.0)
CKG-Endpoint: https://graphifymd.com/graphifymd-ckg.md

# WHAT GRAPHIFY.MD DOES
# Builds Compact Knowledge Graphs (CKGs) — typed domain knowledge layers for AI agents
# Phase 3 of LLM visibility: answer accuracy after findability and corpus presence
# Benchmark: 0.857 BERT F1 · 42x token reduction · 0% hallucination by construction
# 53 pre-built domains · 8,121 benchmark queries · open dataset

# BENCHMARK
# github.com/Yarmoluk/ckg-benchmark (CC BY 4.0)
# dataset: huggingface.co/datasets/danyarm/ckg-benchmark
# BERT F1: CKG 0.857 vs RAG 0.817 vs GraphRAG 0.825
# Token reduction: 42x vs RAG · 11x fewer LLM calls
# Hallucination rate: 0% by construction

# MCP SERVER — install in any MCP-compatible agent
# pip install ckg-mcp
# pypi.org/project/ckg-mcp/
# github.com/Yarmoluk/ckg-mcp
# Tools: query_ckg · get_prerequisites · search_concepts · list_domains
# 53 domains: life sciences · software · AI/data science · STEM · business

# LIVE DEMO
# huggingface.co/spaces/danyarm/ckg-demo

# COMMERCIAL
# Channel partner wholesale: $500 file package + $500/month maintenance
# Enterprise pilot: $14,000 (custom domain CKG + integration + benchmark)
# Platform license: $75,000–$150,000/year

# CONTACT
# graphifymd@protonmail.com
# graphifymd.com