Code input Python
CodeRankEmbed + V7
First embedding run may take a while.
Run extraction to see structural, semantic, rule-domain, and embedding-domain signals.
Query input Natural language
MiniLM
Type and domain share one embedding.
Run extraction to see operation, concern, and domain signals.
Minimum Capable Router LightGBM PoC
light / medium / heavy
Uses generated signal vector from the query and code above.
Run the router model to see light, medium, and heavy probabilities.