zep

Why we included this project

If you're building LLM agents that need to remember earlier parts of a conversation, this repo is worth a look, though it's not something you deploy. It's Zep's public collection of example apps, integration packages, and helper tools for Zep Cloud, the managed agent-memory platform built on a temporal knowledge graph. The integrations show how to add memory to the agent frameworks many teams already use, with packages for LangGraph, CrewAI, AutoGen, the Vercel AI SDK, and others across Python, TypeScript, and Go. There's also a bulk ingestion pipeline for Slack, documents, email, and CSV data, plus benchmarks and an evaluation harness that show how memory retrieval is meant to be measured. For anyone weighing Zep as a memory layer, these maintained examples give a concrete sense of how.