Zep AI Introduction

Zep AI works by persistently storing and recalling chat histories, automatically generating summaries, and embedding messages for efficient search and retrieval. It uses low-latency agents to quickly access relevant information from past conversations. The platform also offers features like structured data extraction, which can pull specific data points from chat messages more accurately than typical LLM JSON modes. Additionally, Zep includes a dialog classifier that can understand user intent and emotion without adding latency to the user experience. For data management, Zep provides a simple vector store called Document Collections, allowing developers to easily incorporate relevant business data into their AI prompts without needing a separate vector database.