Introduction
In this tutorial, we will discuss the two main types of memory used in AI agents: scratchpad and vector store.
What is Scratchpad Memory?
Scratchpad memory is a temporary storage that allows agents to keep track of information during a task.
What is Vector Store Memory?
Vector store memory, on the other hand, is a more permanent storage solution that allows for efficient retrieval of information based on similarity.
Comparing Scratchpad and Vector Store
We will compare the pros and cons of each memory type and provide guidance on when to use each.
Conclusion
By understanding these two memory types, you can make better decisions in designing AI agents.