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HNSW Indexes and Custom Prompts!
Zep v0.13.0, released today, now includes support for HNSW indexes and the ability to set custom prompts for summarization tasks.

Announcing Zep's New Web Admin UI! π₯π
View, edit, and delete Users, Sessions, and Collections. See complete message histories, data enrichments, and more.

ICYMI: Zep Vector DB, User Store, LlamaIndex support & more!
Wow, despite the great August weather in California π΄βοΈ, we shipped a ton of good stuff π. Here's the run-down in case you missed it.

Introducing the Zep User Store
Zep v0.11.0, released today, now includes a User Store. A User represents an individual interacting with your application.

Foundations of LLM App Building in TypeScript
Learn how to build three foundational LLM apps using TypeScript, LangChain.js, and Zep.

Announcing Anthropic Claude Support! π
Zep v0.10.0, released today, supports Anthropic's Claude family of LLMs for summarization and extraction tasks.

Zep β€οΈ LlamaIndex: A Vector Store Walkthrough
LlamaIndex is a simple but powerful framework for building LLM apps. It's also an excellent tool for populating and searching Zep's Vector Store. This walkthrough demonstrates using LlamaIndex's new ZepVectorStore to do just that.

Introducing the Zep Document Vector Store
With the addition of a Document Vector Store, Zep is now a single, batteries-included platform for grounding LLM apps with long-term memory.

ICYMI: Zep X Langchain, Session Metadata, and more π₯β‘οΈ
July was a busy month at Zep! Just in case you missed anything, here's a roundup.

Diagnosing and Fixing Slow Chatbots with LangSmith and Zep
Poor chatbot response times can result in frustrated users and churn. Langchainβs new LangSmith service makes it easy to diagnose the cause of latency in an LLM app. In this article, we use LangSmith to analyze a very slow Langchain app and improve performance by an order of magnitude using Zep.

Session Metadata πΎ, Custom OpenAI Endpoints π§, & Kubernetes Deployment π₯
Zep now includes support for adding arbitrary metadata to Sessions and more deployment options

Improved Langchain Support!
Langchain now includes improved support for Zep, with a new ZepMemory class, access to enriched messages, and more.
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