Build SELF-DISCOVER from Scratch with LlamaIndex

In this video we will look into implementing recent SELF-DISCOVER paper as LlamaPack with LlamaIndex.

OUTLINE:

00:00 - Introduction.
00:17 - SELF-DISCOVER Paper review.
03:06 - Implementation Overview with QueryPipeline.
04:30 - LlamaPack implementation.
08:12 - Notebook walkthrough of using LlamaPack.

Paper: https://arxiv.org/abs/2402.03620
LlamaPack: https://github.com/run-llama/llama_index/tree/main/llama-index-packs/llama-index-packs-self-discover
Notebook: https://github.com/run-llama/llama_index/blob/main/llama-index-packs/llama-index-packs-self-discover/examples/self_discover.ipynb

build implementation introduction llamaindex look notebook overview paper review scratch video walkthrough will