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danielchalef committed Sep 18, 2023
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Expand Up @@ -35,12 +35,17 @@ Zep: A platform for productionizing LLM apps.

[![Zep Demo Video](https://img.youtube.com/vi/d6ryNEvMXno/maxresdefault.jpg)](https://www.youtube.com/watch?v=d6ryNEvMXno)

<h2>Use as drop-in replacements for LangChain or LlamaIndex components, or with a frameworkless app.</h2>
##

## ⭐️ Core Features
### 💬 Designed for building conversational LLM applications
- Understands chat messages, roles, and user metadata, not just texts and embeddings.
- Zep Memory and VectorStore implementations are shipped with your favorite frameworks: LangChain, LangChain.js, LlamaIndex, and more.
- Manage users, sessions, chat messages, chat roles, and more, not just texts and embeddings.
- Build autopilots, agents, Q&A over docs apps, chatbots, and more.

### 🛠️ Use as drop-in replacements for LangChain or LlamaIndex components, or with a frameworkless app.
- Zep Memory and VectorStore implementations are shipped with LangChain, LangChain.js, and LlamaIndex.
- Python & TypeScript/JS SDKs for easy integration with your LLM app.
- TypeScript/JS SDK supports edge deployment.

### 🔎 Vector Database with Hybrid Search
- Populate your prompts with relevant documents and chat history.
Expand All @@ -53,11 +58,8 @@ Zep: A platform for productionizing LLM apps.

### ⚡️ Fast, scalable, low-latency APIs and stateless deployments
- Zep’s local embedding models and async enrichment ensure a snappy user experience.
- Storing documents and history in Zep and not in memory enables stateless deployment.
- Storing documents and history in Zep and not in memory enables stateless deployment.

### 🛠️ Python & TypeScript/JS SDKs, Edge Deployment
- Python & TypeScript/JS SDKs for easy integration with your LLM app.
- TypeScript/JS SDK supports edge deployment.

## Learn more
- 🏎️ **[Quick Start Guide](https://docs.getzep.com/deployment/quickstart/)**: Docker or cloud deployment, and coding, in < 5 minutes.
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