track1-agent

Interactive demo of the classification & routing layer — the deterministic "brain" that decides how every task in the real submission gets handled, before a single Fireworks token is spent.

AMD Developer Hackathon Act II · Track 1 · Team timihack

CATEGORY

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TIER

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TOKEN BUDGET

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COMPLEXITY SIGNALS

length

reasoning

structure

This demo runs the real category/complexity classifier and tiered model-routing logic client-side, in JavaScript, ported directly from app/classifier.py, app/model_selector.py, and app/prompt_shaping.py in the submitted repository. It shows the routing decision only — actual answer generation happens inside the submitted Docker container via Fireworks AI, using whichever models the evaluation harness injects through ALLOWED_MODELS at runtime (never hardcoded).

Full source: github.com/timihack/track1-agent