Built at Fireworks: Deploy with Microsoft & NVIDIA
Paste a product link, get every listing of that exact product in a catalog, or "not in catalog". Our pipeline on Fireworks beats Claude Opus 5.5 on accuracy at 32x lower cost ($0.89 vs $28.21 per 1,000 lookups). Why it matters: stores list the same product many times under different names. Missed matches split reviews and give wrong price comparisons. False matches show shoppers the wrong item.
Paste a product link, get every listing of that exact product in a catalog, or "not in catalog". Our pipeline on Fireworks beats Claude Opus 5.5 on accuracy at 32x lower cost ($0.89 vs $28.21 per 1,000 lookups). Why it matters: stores list the same product many times under different names. Missed matches split reviews and give wrong price comparisons. False matches show shoppers the wrong item.
Fireworks.aiDeepSeek V4.1 Flash, Kimi K3, Qwen3 Embedding (all on Fireworks); Claude Opus 5.5 as the baseline; Python; WDC Products benchmark; Claude Code for coding helpHackerSquad project
https://github.com/Unrankedbandit/nanode-glimmer-hackathon-2026-11-02
HackerSquad project
Fine tuned model for invoicing. Video is here: https://github.com/Manohar0220/hackathon_fireworks/blob/main/demo_video.mp4
HackerSquad project
finetune for invoicing