Overview
Explore the concept of Generative AI and its application in Long-Term Memory for Large Language Models (LLMs) in this informative video. Dive into Generative Question-Answering (GQA) systems and learn how retrieval augmentation can enhance LLM performance. Discover the potential of OpenAI's GPT-3, Cohere, and open-source Hugging Face models in creating straightforward GQA systems. Examine the OP stack for retrieval augmented GQA and witness practical examples in action. Gain insights into the future implications of Generative AI technology and its far-reaching impact beyond current expectations.
Syllabus
What is generative AI
Generative question answering
Two options for helping LLMs
Long-term memory in LLMs
OP stack for retrieval augmented GQA
Testing a few examples
Final thoughts on Generative AI
Taught by
James Briggs