Free Download LLM Foundations 1 Cache, Vector DB, and RAG
Released: 02/2024
Duration: 1h 33m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 190 MB
Level: Advanced | Genre: eLearning | Language: English
As large language models grow in popularity, the infrastructure to be used around them also becomes vital to reduce costs, generate accurate responses, and improve efficiency. Vector databases play a vital role in several LLM use cases to help alleviate LLM shortcomings, reduce costs and latency. Knowledge of its basics and applications are vital for any engineer building applications with LLMs, and in this course, Kumaran Ponnambalam teaches you the basics of vector databases and how to use them in LLM caching and retrieval-augmented generation (RAG).