From the course: Azure OpenAI: Generative AI Models and How to Use Them

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How to use embeddings for clustering

How to use embeddings for clustering - Azure OpenAI Service Tutorial

From the course: Azure OpenAI: Generative AI Models and How to Use Them

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How to use embeddings for clustering

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- [Instructor] Let's go into an example of how to use embeddings for semantic search. Instead of going to the Azure OpenAI Studio, we will go straight into some codes, because embeddings is very technical. So, what you see here is a Jupyter Notebook. This is a way of programming Python code but in an interactive way. So, the first thing we will need to do is import some libraries, so we'll just quickly execute that, and then, we need to set up the configuration of our OpenAI service. You will notice that our API type is Azure, because we're connecting to the Azure OpenAI services, and we're not connecting to the OpenAI services, so that's therefore Azure. Then, we need to configure our OpenAI key and our resource endpoint and the version. Next step is that we're going to read some data. So, I have a CSV file that contains 2,000 small news articles, where we have a title, a description. Also, a label, but the last…

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