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Tiktok TechJam Track 4, running an AI shopping agent
From browsing to buying. In fewer turns.
A lightweight conversational shopping prototype that tracks changing preferences and returns catalog-grounded recommendations with a local, no-LLM pipeline.
A shopping agent that treats changing your mind as a first-class event. Finds a shopper's exact product in under 3 turns even when the network dies.
KRSH AI-Agent is an autonomous desktop companion powered by Gemini and Google ADK, turning natural-language goals into actions with computer control, browsing, memory, voice, and task execution.
Give every retired battery its next chapter, reuse it or responsibly recycle it.
A private, offline-first shopping agent that understands evolving needs, adapts when shoppers change their minds, and finds the right product faster.
An LLM-powered shopping copilot that uncovers the right product from 50,000 options in 10 turns or fewer using intelligent questions and hybrid search.
Users inspect a synthetic factory, optimize an isolated scenario, compare it to the committed baseline, and request human approval.
Real-time collaborative rooms where humans and AI agents draw together.
Intent Ledger is an offline hybrid facet-graph shopping copilot that remembers changing needs, narrows exact constraints, and protects recall with progressive search.
Conversational product discovery—fast, private, and explainable.
An autonomous AI analytics engine that converts natural language queries into verified SQL and executive business insights using Google Gemini.
TrippyShoppy is a deterministic, offline-first conversational shopping agent.
Building a conversational search system that asks smart questions and finds a customer’s ideal product from 50,000 items within 10 turns.
A shared control plane where researchers and browser agents inspect evidence, run bounded experiments, and review durable results together.
Find What You Mean, Not Just What You Type.
Find what fits, conversation by conversation.
Quobe transforms solitary reading into a shared social experience, turning physical book pages into interactive club conversations. It reimagines book clubs around the exact lines that move you.
Upload a UI sketch. A team of ADK agents built in Google Antigravity plans, codes, self-heals build errors, and deploys a live app to Cloud Run in your GCP project.
A correct extraction can still produce the wrong decision. PROOFCHAIN checks whether business documents agree enough to act — and stops when they don't.
Stop scrolling through filters. Just tell our AI what you're looking for, and it asks the right questions to find your perfect product in minutes, not hours.
Finds the exact product a shopper wants from 50,000 items in 2.06 turns, scoring 0.891 against a 0.107 baseline. Keyword retrieval and rule-based dialog state, no model in the scored path.
bbq sauce has designed a shopping copilot to find the perfect product for you in a Top 10 list in roughly 3 turns, with no LLM API, fully offline, with every design decision backed by data.
