Available Components

Selection Guide

Choose the appropriate memory component based on your needs:
  1. Simple Interactions
    • Use Buffer Memory or Buffer Window Memory for short conversations
    • Best for basic chatbots and brief interactions
  2. Long Conversations
    • Use Conversation Summary Memory or Conversation Summary Buffer Memory
    • Ideal when you need to maintain context over extended dialogues
  3. Persistent Storage
    • MongoDB Atlas: For scalable, cloud-based document storage
    • Redis/Upstash Redis: For fast, in-memory data access
    • DynamoDB: For AWS-integrated applications
    • Choose based on your existing infrastructure and scaling requirements
  4. Specialized Use Cases
    • AgentMemory: For complex agent-based systems
    • ZepMemory/ZepMemoryCloud: For managed, scalable memory solutions
    • Upstash Redis: For serverless and edge deployments