From the course: REST APIs, Vectors, and AI in SQL Server 2025
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large language models in a nutshell - SQL Server Tutorial
From the course: REST APIs, Vectors, and AI in SQL Server 2025
large language models in a nutshell
- [Narrator] Let's talk about artificial intelligence in SQL 2025, and we will start by large language models in a nutshell. An AI model or large language model is an AI system trained on vast amount of text data to understand and generate human-like language. These models can then be used to both understand human language, but also to generate human-like language. As shown in this example, LLMs work by using deep neural networks typically transform architectures to predict the next word in a sentence. Learning patterns, grammar, and meaning from massive text data sets. Large language models can then be used to summarize content, write text for you, answer questions, translate content for you, and many, many other use cases. You've probably used them before in the past through tools like ChatGPT, copilot or Google's AI search, for example. In the background, those AI models will store your input and data as…
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large language models in a nutshell1m 44s
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What LLMs can do with SQL: Conversational and generative use cases35s
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Understanding embeddings and vector storage5m 21s
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Demo: Distance-based search9m 42s
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Scaling and optimizing vector workloads through vector indexes1m 9s
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Demo: Vector indexes2m 39s
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