> For the complete documentation index, see [llms.txt](https://tailwindsdocs.innovativesol.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://tailwindsdocs.innovativesol.com/readme/chatflows/langchain/vector-stores/zep-collection-cloud.md).

# Zep Collection - Cloud

Upsert embedded data and perform similarity or mmr search upon query using Zep, a fast and scalable building block for LLM apps.

<figure><img src="https://662370747-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F3VoWwSsyrEg0DEvIIjv9%2Fuploads%2Fgit-blob-fc799e6acd15b3d26978d8bc4539404eb0bd3266%2Fimage%20(8)%20(1).png?alt=media" alt="" width="286"><figcaption><p>Zep Collection - Cloud Node</p></figcaption></figure>

{% hint style="info" %}
This section is a work in progress. We appreciate any help you can provide in completing this section. Please check our [Contribution Guide](https://github.com/innovativeSol/tailwinds-docs/blob/main/CONTRIBUTING.md) to get started.
{% endhint %}