Architecture Overview
v4.2.0 Stable
database
Data Input
User interactions & Metadata
analytics
Pandas Processing
Feature Engineering & Cleanup
psychology
Scikit-Learn Engine
Cosine Similarity Calculation
magic_button
Recommendations
Real-time inference output
Similarity Matrix
grid_view
PRD-A
PRD-B
PRD-C
PRD-D
PRD-A
1.0
0.94
0.42
0.12
PRD-B
0.94
1.0
0.68
0.24
PRD-C
0.42
0.68
1.0
0.81
Product A vs Product B
link
0.94
Backend Stats
Total Interactions
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trending_up
Active Bridge
Model Accuracy
--
bolt
Live sync
Engine Latency
--ms
P99 response
Technology Stack
Python 3.11
Pandas
Scikit-Learn
Flask API