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.

Colab notebook: https://colab.research.google.com/drive/13oFQGzUTUhfg2kMviaU24S5q4usj0Bdv?usp=sharing

Timeline:
00:00-07:00 - Intro
07:00-15:50 - Prompt Chaining
15:50-24:13 - RAG …

advanced basic building components data introduction llamaindex orchestration part pipelines prompt query rag retrieval series setup simple video