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Working Memory in Practice

Working memory is particularly useful for:

  1. Personal assistants that need to remember user preferences
  2. Customer support agents that need to track issue details
  3. Educational agents that need to remember a student's progress
  4. Task-oriented agents that need to track the state of a complex task

By using working memory effectively, you can create agents that feel more personalized and attentive to user needs.

Here are some best practices for using working memory effectively:

  1. Be selective about what goes into working memory

    • Focus on information that will be relevant across multiple conversations
    • Don't overload working memory with transient details
  2. Use clear instructions

    • Give your agent explicit guidance on when and how to update working memory
    • Instruct it to check memory before asking for information the user has already provided
  3. Design a thoughtful template

    • Structure your template based on the specific needs of your agent
    • Include sections for different types of information
    • Use clear labels and organization to make information easy to find
  4. Test thoroughly

    • Verify that your agent correctly updates and retrieves information from working memory
    • Test edge cases like conflicting information or corrections

In the next step, we'll bring everything together to create a complete memory-enhanced agent with all the features we've explored.