← All IntelClip / AI ToolsGraph projection trick: collapsing relationships for cleaner theming
From AI on Your Lakehouse: Context Comes in Shapes, Not Queries — Zach Blumenfeld, Neo4j · ≈1:28:49
“So there's some graph manipulation that we do to bring it efficiently into a projection.”
“We collapse the relationships on the URI so that the if we have sections that interlink with each other like one section of a doc interlinks to another subsection, we just aggregate that all to the document level.”
What’s in it
- Explains a graph trick for simplifying document-to-document link structures
- Shows how collapsing sub-section links improves community detection in graphs
- Details a projection technique used to clean up interlinked document graphs
Clip transcript
about the projection. So there's some graph manipulation that we do to bring it efficiently into a projection. Um, basically we collapse the relationships on the URI so that the if we have sections that interlink with each other like one section of a doc interlinks to another subsection, we just aggregate that all to the document level. Um, and that creates kind of a cleaner interpretation to how our documents link together rather than just all our individual sections and we can get out the communities um, easier that way as well.
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