Using community detection to automatically partition semantically similar llms chat sessions

A non-transitory storage medium having stored therein instructions that are executable by one or more hardware processors to perform operations comprising:

• for each of one or more interactions of a chat session between a user and a chatbot, performing a building phase that comprises mapping the interaction into either a graph or an n-dimensional space;
• performing a verification phase that comprises partitioning the chat session;
• and
• using partitions of the chat session obtained during the verification phase to generate a subject-wise summarization of the chat session and/or to generate multiple chat sessions.