Overview
This course will explore the use of memory in chatbots to better their conversational capabilities. The fundamentals of conversational memory technology will be discussed, as well as the various kinds of memory like the Conversation Chain, Conversation Summary Memory, Conversation Buffer Window Memory, and Conversation Summary Buffer memory in LangChain. We will review how they can be implemented in chatbot systems, and discuss the benefits that come with doing so. Finally, we will examine the impact of having conversational memory and considerations that must be taken before implementing it in a chatbot.
Syllabus
Conversational memory for chatbots
Why we need conversational memory for chatbots
Implementation of conversational memory
LangChain's Conversation Chain
Conversation Summary Memory in LangChain
Conversation Buffer Window Memory in LangChain
Conversation Summary Buffer Memory in LangChain
Other LangChain Memory Types
Final thoughts on conversational memory
Taught by
James Briggs