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articles/cosmos-db/mongodb/vcore/AI-ad-gen.md

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- **OpenAI Embeddings**: Utilizes the cutting-edge embeddings from OpenAI to generate vectors for inventory descriptions. This approach allows for more nuanced and semantically rich matches between the inventory and the advertisement content.
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- **Content Generation**: Employs OpenAI's advanced language models to generate engaging, trend-focused advertisements. This method ensures that the content is not only relevant but also captivating to the target audience.
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> [!VIDEO https://www.youtube.com/live/MLY5Pc_tSXw?si=fQmAuQcZkVauhmu-&t=1078]
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<!-- > [!VIDEO https://www.youtube.com/live/MLY5Pc_tSXw?si=fQmAuQcZkVauhmu-&t=1078] -->
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## Prerequisites
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- Azure OpenAI: Let's setup the Azure OpenAI resource. Access to this service is currently available by application only. You can apply for access to Azure OpenAI by completing the form at https://aka.ms/oai/access. Once you have access, complete the following steps:

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