From the course: Build Your Own AI Lab
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Learning objectives
From the course: Build Your Own AI Lab
Learning objectives
- Welcome to lesson three, integrating and leveraging AI environments. In this lesson, we will go over hybrid AI labs. In other words, combining home labs and cloud resources. We will talk about synchronizing data and projects and leveraging the strengths of both environments. We'll run open source models, or open weight models, available on hugging face and explore tools like LangChain, LlamaIndex, embedding models, vector databases, and many others.
Contents
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Learning objectives43s
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Using hybrid AI labs to combine home and cloud resources1m 57s
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Synchronizing data and projects4m 16s
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Leveraging the strengths of both environments5m 40s
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Running open-source models available on Hugging Face4m 24s
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Introducing LangChain3m 14s
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Introducing LlamaIndex2m 12s
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Understanding embedding models6m 23s
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Using vector databases4m 56s
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