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tutorialsDatabricks·July 26, 2023

Sponsored: AWS|Build Generative AI Solution on Open Source Databricks Dolly 2.0 on Amazon SageMaker

Summary

The video demonstrates how to build a retrieval augmented generation solution using open source models and vector databases on Databricks and Amazon SageMaker to reduce hallucinations when querying proprietary data. It walks through a technical demonstration of preparing PDF documents, storing embeddings in a vector store, and running a biomedical question-answering pipeline with source citations.

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