[Final Invite] Build AI memory on Memgraph

Hi ,

Two days to go. On Thursday, Ante Javor shows what a coding agent remembers when its memory lives in a graph instead of a single session.

The reference implementation in Memgraph’s AI Toolkit records each Claude Code or Codex session as it happens: prompts, replies, tool calls and the notes the agent saves. When a session ends, it extracts the people, projects and facts those sessions mention into a knowledge graph.

That step runs on your machine and needs no LLM API key. The next session, in either agent, opens with a note on where you left off and can ask the graph for the rest.

Three reasons to spend 45 minutes with us:

• One install, two agents. Claude Code and Codex share one memory, so switching tools stops meaning re-explaining your work.
• A memory you can read. Every session is a graph you open with Cypher, so you can check what your agent knows and where it learned it.
• Yours to change. Swap the ontology, connect an agent built on the Claude Agent SDK or OpenAI Agents SDK, or extend the graph for your team.

📅 Mark your calendar:

• Date: Thursday, October 29th, 2026

• Time: 9am PST | 12pm EST | 5pm BST | 6pm CET

• Duration: 45 minutes

Stay Graph-spired! 🚀

Katarina Supe
Head of Developer Experience @ Memgraph

Memgraph Ltd., One Suffolk Way, 1st Floor, Suite B, Sevenoaks, Kent, TN13 1YL, United Kingdom