Vector Databases: Long-term Memory of LLMs

Table of Contents:IntroductionUnderstanding Large Language ModelsChallenges with retaining LTMWorkingEmbeddingsVector IndexingKey TakeawaysIntroduction:

In the rapidly evolving landscape of artificial intelligence, Large Language Models (LLMs) have become the cornerstone of various applications, from natural language processing to content generation. These models, such as GPT-3 and its successors, demonstrate unparalleled language understanding and generation capabilities. However, the...