Academic-Graph-Agent

Build, query, and visualize literature relationship clusters using Kuzu and Cypher.

Fetch paper metadata from lightweight academic sources like arXiv and save normalized paper JSON records.

Write lightweight graph edges from normalized paper entities into a local graph store.

Build a lightweight local vector-style index record from normalized paper data.

Normalize extracted paper entities into canonical forms with lightweight audit logs.

Generate a lightweight structured reflection JSON for a single paper record.

Orchestrate the lightweight academic pipeline by chaining paper-fetch, paper-reflect, and paper-normalize.