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| Name | Introduction to Query Pipelines (Building Advanced RAG, Part 1) |
| Video Uploader | Video From LlamaIndex |
| Upload Date | This Video Uploaded At 09-02-2024 16:45:12 |
| Video Discription | 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/drive/13oFQGzUTUhfg2kMviaU24S5q4usj0Bdv?usp=sharing 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 |
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