Zep AI
Zep AI is a long-term memory service for AI assistants that enables personalized user experiences through chat history recall, data extraction, and low-latency agents.
https://www.getzep.com/
Product Information
Updated:Dec 9, 2024
Zep AI Monthly Traffic Trends
Zep AI saw a 32.8% increase in visits to 52.2K in November. While there are no direct updates or market activities specific to Zep AI, the general AI trends and improvements in AI features across the industry, such as enhanced collaboration and documentation, may have contributed to its growth.
What is Zep AI
Zep AI is a platform designed to enhance AI assistants and chatbots by providing them with long-term memory capabilities. It allows AI applications to recall past conversations, extract structured data, and deliver personalized user experiences. Zep integrates seamlessly with popular frameworks like LangChain and LlamaIndex, offering developers a powerful tool to build more intelligent and context-aware AI applications.
Key Features of Zep AI
Zep AI is a long-term memory service for AI assistants that enables personalized user experiences. It offers features like chat history persistence, auto-summarization, vector search, structured data extraction, and dialog classification. Zep integrates easily with frameworks like LangChain and LlamaIndex, provides SDKs for multiple languages, and focuses on low-latency performance and privacy compliance.
Smart, Low-latency Agents: Learns user facts from chat history and retrieves relevant information in milliseconds
Structured Data Extraction: Extracts structured data from chat messages quickly and accurately, outperforming LLM providers' JSON modes
Dialog Classification: Classifies conversations instantly to understand user intent, emotion, and segment users without adding latency
Data Collections for RAG: Adds business data and documents to prompts for simple, high-performance Retrieval Augmented Generation
User & Chat Session Management: Manages user interactions as first-class citizens, purpose-built for Assistants & Agents
Use Cases of Zep AI
Personalized Customer Support: Create AI assistants that remember past interactions and provide tailored support based on user history
Intelligent Sales Assistants: Build AI agents that understand customer preferences and provide personalized product recommendations
Automated Form Filling: Extract relevant information from conversations to populate forms or API calls automatically
Sentiment Analysis and User Segmentation: Classify user interactions to understand emotions and segment users for targeted marketing or support
Pros
High performance with up to 80% faster processing than major LLM providers
Easy integration with popular AI frameworks and multiple language SDKs
Built-in privacy and compliance features for CCPA and GDPR
Cons
Requires integration effort to implement in existing systems
May have a learning curve for developers new to AI assistant development
How to Use Zep AI
Install Zep: Install Zep using pip or npm depending on whether you're using Python or JavaScript/TypeScript.
Configure Zep: Set up configuration options in a config.yaml file or using environment variables. Include settings for authentication, LLM provider, etc.
Initialize Zep client: Create a Zep client instance in your code, providing the API URL and authentication token if required.
Create a user and session: Use the Zep API to create a user and chat session to associate messages with.
Add messages to memory: As your AI assistant interacts with users, add each message to Zep's memory using the addMemory API call.
Retrieve relevant context: Before generating responses, use Zep's search functionality to retrieve relevant past context for the current conversation.
Extract structured data: Use Zep's data extraction capabilities to pull out structured information from conversations as needed.
Classify dialog intent: Leverage Zep's dialog classification to understand user intent and route conversations appropriately.
Manage user data: Use Zep's user and session management features to organize conversation data and comply with privacy regulations.
Zep AI FAQs
Zep AI is a long-term memory service for AI assistant apps. It allows AI assistants to recall past conversations and user information, enhancing personalized experiences while reducing hallucinations, latency, and costs.
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Analytics of Zep AI Website
Zep AI Traffic & Rankings
52.2K
Monthly Visits
#612787
Global Rank
#4498
Category Rank
Traffic Trends: Jul 2024-Nov 2024
Zep AI User Insights
00:01:36
Avg. Visit Duration
3.4
Pages Per Visit
48.13%
User Bounce Rate
Top Regions of Zep AI
US: 50.8%
IN: 7.77%
TN: 5.86%
GB: 4.09%
CO: 3.37%
Others: 28.12%
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