Graph view
Semantic rerank
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Search — 60 nodes scoped vs naive ~26k (~17.4x)lexical
Tips: try "Turnover Shield MRR", "First 1k MRR tracker", "Stripe enables MRR", "Ava Jacobian 4 J-Spaces"
Lab · Knowledge graph
A query-first agent graph. A private multi-root graph, published here as a light public cut: lexical + degree + community search with an optional semantic toggle (Ollama mxbai-embed-large, free and local) — Task Compiler (59x token reduction), Impact BFS, Onboarding god nodes and a Cost dashboard. pgraphify query "Turnover Shield MRR" --semantic — the 71x thesis for query-first agents vs naive grep.
Solo personal project, no connection to employer, built with public/free-tier only — Ollama mxbai-embed-large, NetworkX, tree-sitter, Vis Network. Private multi-root → public light 250 nodes (ecosystem seeds, PII stripped). Source: personal-graphify/docs/public/graphify-public-non-pii.json • Vercel cleanUrls:true • Goal first-1k-mo-passive linked via turnover-shield-revenue-tracker.json (goal:first-1k)