Agent Memory Hack Night | Mastra x Elasticsearch

Build AI Agents That Remember 🤖✨

Join Mastra and Elastic for a hands-on hack night exploring agent memory!

Most AI agents start every conversation from scratch, forgetting user inputs and losing track of progress. At this event, you’ll build an agent that can utilize past information to enhance present decisions.

Your agent might remember:

• A user’s preferences
• What has already been tried
• Progress toward a goal
• Previous decisions and their rationale
• Important events or changes
• What should happen next

You’ll also tackle the challenge of prioritizing recent information over older data, ensuring that new decisions can replace outdated ones.

The Stack

• Mastra: An open-source TypeScript framework for building AI agents, handling the agent loop, tools, memory, and workflows.
• Elasticsearch: Provides the retrieval and memory layer, usable as Mastra’s native vector store or for hybrid search combining keyword and semantic matching.

What Can You Build? 🛠️

Create anything that benefits from accessing relevant information or remembering past interactions. Here are a few ideas:

• A learning coach that tracks a student’s progress
• A customer-support assistant that recalls previous attempts
• A research agent that monitors sources and findings
• A travel planner that remembers preferences
• A project assistant that notes decisions and next steps
• A creative collaborator that maintains continuity across sessions

Bring your own data, use our starter datasets, or begin with provided examples. Developers, data practitioners, designers, product builders, and first-time agent builders are all welcome—no prior experience with Mastra or Elasticsearch is required!

Event Schedule

• 5:00 PM - Doors open: Grab food and drinks, meet other attendees.
• 5:30 PM - Kickoff and demo: Introduction to the challenge and tools.
• 5:45 PM - Build time: Choose an idea and start building.
• 8:00 PM - Show and tell: Share your creations and compete for prizes!

FAQ

• Where is the event?
  Elastic office, 33 New Montgomery Street, 9th Floor, San Francisco, CA 94108.
• Who can participate?
  Everyone is welcome, regardless of skill level.
• Do I need to bring my own data?
  No, starter data will be provided, but you can bring your own (no confidential data).
• Can I start my project before the event?
  Ideas can be thought of beforehand, but implementation must occur during the hack night.
• Do I have to attend in person?
  Yes, this event is in-person only. Please RSVP here.