Google Proposes New Titans Architecture Beyond Transformers

Google Proposes New Titans Architecture Beyond Transformers

-Titans: Learning to Memorize at Test Time Ali Behrouz† , Peilin Zhong† , and Vahab Mirrokni† Google Research Abstract For more than a decade, extensive research has been conducted on how to effectively utilize recurrent models and attention mechanisms.While recurrent models aim to compress data into fixed-size memories (known as hidden states), attention allows for … Read more

Mastering LangGraph-Memory: A Comprehensive Guide

Mastering LangGraph-Memory: A Comprehensive Guide

LangGraph allows you to easily manage conversation memory in graphs. These operational guides demonstrate how to implement various strategies for this. Managing Conversation History One of the most common use cases for persistence is using it to track conversation history. It makes continuing conversations easier. However, as conversations get longer, this conversation history accumulates and … Read more