diff --git a/README.md b/README.md index 36eedfc9..3fd5b52f 100644 --- a/README.md +++ b/README.md @@ -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) -

Use as drop-in replacements for LangChain or LlamaIndex components, or with a frameworkless app.

+## ## ⭐️ 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. @@ -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.