9min chapter

Latent Space: The AI Engineer Podcast — Practitioners talking LLMs, CodeGen, Agents, Multimodality, AI UX, GPU Infra and all things Software 3.0 cover image

RAG Is A Hack - with Jerry Liu from LlamaIndex

Latent Space: The AI Engineer Podcast — Practitioners talking LLMs, CodeGen, Agents, Multimodality, AI UX, GPU Infra and all things Software 3.0

CHAPTER

Fine Tuning Algorithms and Knowledge Incorporation

This chapter explores the challenges of fine tuning algorithms and incorporating new knowledge into them. The hosts discuss their attempts to use open AI's endpoints to have the model memorize text, as well as the limitations of the open AI API. They also discuss the concept of RAG (Retrieval-Augmented Generation) and its potential to learn and supplement prior knowledge.

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