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Holistic AI Research Note 2025 July 3th

Date
Date
2025 Jul 22 0:0 → 2025 Jul 24 0:0
Created by
Created by
Seonglae ChoSeonglae Cho
Created time
Created time
2025 Jul 22 10:26
Last edited by
Last edited by
Seonglae ChoSeonglae Cho
Last edited time
Last edited time
2025 Aug 1 15:17
Refs
Refs
  1. extract every tneities and relatiaons (without formatinng)
  1. validate and build knoweldge graph
 

models.py sqlalchemy 2.0 mapped column

 

Visualization

notion image
 
 
 
 
 

Graph trimmed

fixed hybrid
 

Graph replaced

fixed hybrid
 
 
 
 

Crew Replaced

fixed hybrid without original data

Crew Hierarchy

reduced (fair comparison)
 

trimmed 길다

수정된 hybrid가 좋음

replaced 짧다

complex 한 trace with validation hybrid가 더좋음

hierarch 가장 쉽다

simple 한 validation only hybrid 가 더좋음

Crew AI examples

Trim only

improved hybrid

Trim + Replaced

improved hybrid

Trim + Replaced + Hierarchy

improved hybrid
 
 
 
 

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