AI Agents Hackathon: Memories That Last brings together builders, founders, students, and researchers to create the next generation of intelligent agents.
This hackathon focuses on memory-powered AI, combining:

  • MemVerge’s MemMachine → persistent long-term memory for agents

  • Neo4j Graph Database → deep connected reasoning & relationships

  • LLMs + tools + workflows → to build real, production-ready AI systems

Participants will build agents that think, store context, recall information, reason over graphs, and evolve over time — just like humans.

Whether you're designing personal AI companions, multi-agent workflows, graph-aware copilots, or full enterprise automations, this hackathon gives you everything to build AI that never forgets.

Agenda:

17th Dec

  •  10:00 AM – Doors open
  •  10:00–10:30 AM – Coffee and Networking
  •  10:30–10:40 AM – Opening remarks & logistics overview
  •  10:45–11:15 AM – Neo4j workshop, join remotely here
  •  11:15–11:45 AM – MemMachine workshop join remotely here
  •  12:00- 5:00 PM – Team Formation, Lunch, Hacking

18th Dec

Teams continue hacking remotely

10:00 PM - Submissions close

Requirements

Your submission must include:

1. Working AI Agent Demo

A project that uses MemMachine and Neo4j in any of these ways:

  • Persistent agent memory

  • Graph-based reasoning

  • Conversational or tool-using agents

  • Multi-agent workflows

  • Recommendation, search, planning, routing, etc.

2. GitHub Repository

Include:

  • Source code

  • Architecture overview (README)

  • Setup instructions

  • Configs for MemMachine & Neo4j

3. Demo Video (2–4 minutes)

Show:

  • What you built

  • How it works

  • What problems it solves

  • Why memory + graph reasoning matters

4. Devpost Write-up

Include:

  • Problem

  • Solution

  • Tech stack

  • How MemMachine + Neo4j are used

  • Future improvements and extensions

Hackathon Sponsors

Prizes

$1,000 in prizes
First Prize
$500 in cash
1 winner

Second Prize
$300 in cash
1 winner

Third Prize
$200 in cash
1 winner

Devpost Achievements

Submitting to this hackathon could earn you:

Judges

Gauri Nagavkar
Developer Advocate Lead - MemVerge, Inc

William Lyon
Neo4j

Judging Criteria

  • Innovation & Creativity
    How unique, original, or creative is the idea? Does the project push boundaries in how AI agents use memory or graphs?
  • Use of MemMachine (Memory Layer)
    How well does the project leverage persistent memory? Does the agent meaningfully store, recall, and use long-term context?
  • Use of Neo4j (Graph Reasoning)
    Does the project use graph relationships, Cypher queries, or connected reasoning in a valuable way? Is Neo4j essential to the solution?
  • Demo Quality
    Is the video clear, concise, and compelling? Does it show the problem, solution, and the memory + graph features effectively?
  • User Experience & Design
    Is the interface, workflow, or interaction smooth and intuitive? Does the user understand how to interact with the agent?

Questions? Email the hackathon manager

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