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Turn any research paper into a knowledge graph

The Grafy team · Jun 26, 2026 · 1 min read
knowledge graphpdfresearchdocument analysis
Turn any research paper into a knowledge graph

Reading a dense paper end to end is slow, and a flat summary loses the structure that makes the work make sense. Grafy takes a different path: it reads the document and lays out the concepts and how they relate as a graph you can explore.

1Upload PDF2Extract3Concept graph4Explore
Upload PDF → Extract → Concept graph → Explore

From pages to nodes

Grafy segments the document, pulls the key ideas, and connects them by the relationships it finds — so a transformer paper becomes nodes like self-attention, multi-head, positional encoding with edges showing how each supports the next.

Ask questions in context

Every node is a place you can branch from. Ask "explain this for a beginner" on one concept, or "how does this compare to the baseline?" on another, and the answer attaches right where it belongs.

Why a graph helps

Structure is memory. When ideas keep their relationships, you can skim the shape of an argument, jump to the part you need, and come back later without losing your place.

Ready to try it? Ingest your first PDF — browsing is free.

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