21min 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

Optimizing Data Agents for Efficient Retrieval

The chapter explores the implementation and optimization of data agents for various data tasks. It covers topics such as embedding models, retrieval parameters, routing modules, and query plans. The speakers also discuss strategies to improve retrieval, address challenges related to re-indexing, and highlight the benefits of fine-tuning embedding models.

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