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<h1 align="center">Zep Cloud: Examples & Integrations</h1>
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## About This Repository
This repository is **not** Zep's product or service. It contains **example code, framework
integrations, and tools** for building agent memory with [Zep Cloud](https://www.getzep.com/),
Zep's managed agent memory platform.
To use Zep Cloud, sign up at [www.getzep.com](https://www.getzep.com/) and read the
documentation at [help.getzep.com](https://help.getzep.com). Zep's official SDKs are:
- **Python**: `pip install zep-cloud`
- **TypeScript/JavaScript**: `npm install @getzep/zep-cloud`
- **Go**: `go get github.com/getzep/zep-go/v3`
> Looking for the open-source temporal knowledge graph framework that powers Zep? See
> [Graphiti](https://github.com/getzep/graphiti).
## Contents
| Project / directory | Description |
|---------------------|-------------|
| [`examples/`](examples/) | Example apps and snippets in Python, TypeScript, and Go |
| [`integrations/`](integrations/) | Agent-framework integration packages |
| [`ingestion/`](ingestion/) | `zep-ingest` — bulk data ingestion pipeline (Slack, documents, email, JSON/CSV, fact triples) |
| [`ontology/`](ontology/) | Default ontology definitions |
| [Build with Zep](https://github.com/getzep/building-with-zep-plugin) | Agent plugin for Claude Code, Codex, and Cursor (separate repository) |
| [Zep Memory](https://github.com/getzep/zep-memory-plugin) | Agent plugin for Claude Desktop/Cowork and ChatGPT Work (separate repository) |
| [`benchmarks/`](benchmarks/) | Memory benchmarks (LoCoMo, LongMemEval) |
| [`zep-eval-harness/`](zep-eval-harness/) | Evaluation harness for ingestion and retrieval |
| [`legacy/`](legacy/) | Deprecated Zep Community Edition (unsupported) |
## Integrations
Framework integration packages live under [`integrations/`](integrations/), organized
framework-first then language: `integrations/<framework>/<language>/`. Each package is built,
tested, and released independently.
- **Python**: Google ADK, Microsoft Agent Framework, Microsoft AutoGen, AG2, CrewAI, LangGraph, LiveKit, Pydantic AI, Strands Agents
- **TypeScript**: Google ADK, Mastra, Vercel AI SDK
- **Go**: Google ADK
See [`integrations/README.md`](integrations/README.md) for packages, release status, and
links, and [`integrations/CLAUDE.md`](integrations/CLAUDE.md) for conventions.
## Contributing
We welcome contributions. See [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines covering code,
documentation, bug reports, and community examples.
## Community Edition (Deprecated)
Zep Community Edition is no longer supported. Its code has been moved to the
[`legacy/`](legacy/) folder. Read more in
[Announcing a New Direction for Zep's Open Source Strategy](https://blog.getzep.com/announcing-a-new-direction-for-zeps-open-source-strategy/).