# Zep Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/zep
> Markdown URL: https://aitinkerers.org/technologies/zep.md
> Technology record last updated: 2026-04-08T04:56:02Z
> Generated: 2026-09-20T22:35:32Z

Long-term memory and data persistence for AI agents and LLM applications.

Zep provides the memory layer for production AI (built for speed with a C++ core). It handles session history, automated summarization, and vector embeddings to ensure LLMs maintain context over weeks, not just minutes. The platform reduces token waste by pruning irrelevant data while surfacing key facts through a searchable memory store. It integrates via Python or TypeScript SDKs and supports local deployment or cloud hosting for sub-10ms retrieval.

- Official technology site: https://www.getzep.com
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Ask the Oracle Before You Decide : Simulating the Future with LLM Agents](https://toronto.aitinkerers.org/talks/rsvp_VTeGGfFVq8g)

Pythia is an LLM-powered simulation engine that models how individual cognitive biases and crowd psychology interact to shape real-world decisions, before those decisions are made. For the demo: you give it a scenario (a market move, a policy choice, a personal decision under pressure), and it spins up a cast of behaviorally-distinct AI agents, each carrying a named bias like Loss Aversion, FOMO Drive, or Anchoring and drops them into a live crowd field. You watch opinion dynamics unfold tick by tick. At a critical moment, one agent is sent to the Temple of Learning: their behavior is evaluated, their rules are amended, and they re-enter the simulation. Run over run, the system gets more accurate. The visualization shows all of it : the crowd state, the agent trajectories, the oracle's intervention, the improving accuracy curve.

- Event context: AI Tinkerers Toronto - April 2026 - hosted by Shopify — 2026-04-29 — Toronto
- Public talk page: https://toronto.aitinkerers.org/talks/rsvp_VTeGGfFVq8g

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