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tiktoktechjam - shopping copilot
MoodMirror — Your emotions, reflected through AI. Analyzes your voice and facial expressions to understand your mood and deliver an intelligent score with personalized results.
Per-Agent token budgets for the Agent Launchpad: enforced in the control plane before a run starts, with a ledger of every allow, charge, deny, and reset decision.
Multi-Turn Shopping Copilot for Catalog Findability
Adds scoped, revocable access control to Agent Launchpad. Every request to an Agent is checked server-side against granted permissions, denied outside scope, and logged with actor, action, decision.
A dynamically dispatched, hardware-aware Transformer kernel suite that achieves 11.97x speedups peak and processes 100k tokens by exploiting NVIDIA architecture and custom Triton-Gluon fusion.
A Recommended Systems ML research agent that diagnoses instead of guessing results from a training loop. It reports the baseline, forms its own hypotheses, and records why its ideas fail.
SEAM is an adaptive AI shopping agent that clarifies vague needs, remembers preferences, and searches 50,000 products to deliver fast, personalized recommendations.
Narrow is an offline shopping agent that asks the smartest question each turn, narrowing 50,000 products to your exact match in about 2 turns, no LLM, no API cost with an 100% product hit rate.
The autonomous agent framework for GPU kernel optimization: The agent does the exploring, tuning, measuring and record-keeping all in a end-to-end loop.
offline, LLM-free shopping agent
An AI agent that runs its own machine-learning research until it beats the benchmark baseline then stops, and explains why.
ShopPal: a conversational AI agent that asks smart questions instead of guessing. Deployable, offline, no paid LLM required.
AutoMetal is an AI performance engineer for Apple M2 that finds the fastest precision-passing Transformer path for every workload, from fused kernels to streaming 100k-token inputs.
A token budget governance layer that re-forecasts an agent workflow's token cost after every task and stops for human approval before the run is projected to overspend.
Transactional middleware that lets AI agents explore safely and makes only validated outcomes real.
A CLIP-based AI-image detector, rigorously stress-tested for robustness to real-world compression, blur, noise and cross-generator shift — failure modes measured, not hidden!
Offline multi-turn product search: ask, learn, match.
NovaForge is an open‑source development toolkit for building, customizing and deploying modern applications with flexible modular architecture.
A conversational shopping agent with dynamic state tracking and in-memory FTS5 retrieval, driving a 98% Hit Rate@10 and 0.728 MRR in just 2.29 turns.
Real ou Fake analyses structural invariants and semantic consistency using a dual-stream architecture combining discrete Wavelet Transforms and vision-language.
Find out the probability that the image is ai-generated
"An autonomous agent that does the work of a machine learning engineer: given a dataset and a metric, it writes code, trains models, reflects on results, and iterates—all on its own."
Backend middleware that redacts sensitive runtime data while preserving clear, structured Agent Run evidence.
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