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Graphify

Graphify /The Messy Folder

The Messy Folder

See why a folder full of useful files still lacks usable structure, and identify the entities and relationships a knowledge graph must preserve.

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8 videos in this course

Graphify

Jump across the full chapter sequence without leaving the player.

01

The Messy Folder

See why a folder full of useful files still lacks usable structure, and identify the entities and relationships a knowledge graph must preserve.

02

Beyond Chunks

Learn where isolated chunks and similarity scores lose direction, context, and the structural question of how one entity relates to another.

03

Seven Stages

Walk through the seven-stage pipeline that turns raw sources into a usable graph while keeping each transformation explicit and testable.

04

Free Code Intelligence

Extract the relationships already present in a codebase and turn them into graph structure that supports dependable code intelligence.

05

Tokens Well Spent and the Honesty Stamp

Budget extraction tokens deliberately and attach source evidence so generated facts remain traceable, reviewable, and honest.

06

Merge, Deduplicate, and Cluster

Resolve duplicate entities, merge compatible records, and cluster related nodes without erasing meaningful distinctions.

07

Ask the Graph, Keep It Fresh

Query the graph effectively while keeping nodes, edges, and source evidence synchronized as the underlying content changes.

08

Ship It, Break It, Transfer It

Package the graph for delivery, exercise its failure modes, and move it between environments without losing structure or provenance.