Introduction to Query Pipelines (Building Advanced RAG, Part 1)

This episode gives you an introduction to using Query Pipelines in LlamaIndex to setup basic to advanced orchestration over your data. This ranges from simple prompt chains to full DAGs that contain a lot of advanced retrieval components.

This video mini-series around advanced RAG orchestration is designed to help you get a handle of how to build complex workflows over your data for different use cases.

EDIT: at 26:19 we erroneously mention `FunctionComponent`, which doesn't exist. Try `FnComponen` instead!

Colab notebook: https://colab.research.google.com/dri...

Timeline:
00:00-07:00 - Intro
07:00-15:50 - Prompt Chaining
15:50-24:13 - RAG Workflows
24:13-27:50 - Custom Components
27:50 - Async/Parallel