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Sous is an AI culinary tutor that never forgets you. It remembers your struggles, tracks your growth, and adapts to how YOU learn. Finally, education that actually knows its students.
Refund V2.5 AI that learns and remembers. Powered by Gemini, Neo4j, and MemMachine to analyze evidence and win complex refund cases.
Empowers parents with reliable pediatric guidance
Delta Brief gives busy EMBA students a 1-page, pre-class executive brief that links the upcoming academic lesson to what has changed at their workplace since last session, creating a feedback loop.
Bring ‘who I am’ to every chatbot.
An AI agent that solves 'Vanity Sizing.' It remembers your true body measurements and blocks incompatible purchases before you buy.
An agent that can dynamically handle real-time interactions with people using memory solutions to help you connect and better build your network.
Memoria Scholae is a Neo4j-powered, agentic GraphRAG platform that fuses vector embeddings with multi-hop knowledge graphs to deliver explainable, provenance-grounded scholarly intelligence.
CognitiveCare: Persistent AI for dementia. Using MemMachine, Neo4j, AWS we provide a companion that remembers patient history, tracks meds, and helps doctors monitor care because every moment matters.
Learn with ai
Imagine being able to leave the hospital in less than 10 minutes with the right diagnosis, care, and support.
Neo4j provides explainable violation paths. Neo4j usage: stores constraint/action graph; queries traverse Action > VIOLATES > Constraint and linked nodes to explain “why blocked.”
3-layer memory-powered agent system, self-reflection & learning capabilities. Lifeline UI → EchoForge API → Continuity Core MemMachine + Neo4j. Identity, Decisions, & Agent Version tracking.
This project implements a memory management system for AI agents that allows them to store, retrieve, and organize information in a structured way. (Powered by Neo4j and MemMachine)
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