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newsDatabricks·July 26, 2023

Demonstrate-Search-Predict: Composing Retrieval and Language Models for Knowledge-Intensive NLP

Summary

The video introduces the Demonstrate Search Predict programming model and compiler designed for building knowledge-intensive NLP pipelines with foundation models. It demonstrates how DSP uses primitives and compilers to automatically optimize, prompt, and fine-tune complex multi-hop question-answering systems.

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