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articles/cosmos-db/vector-database.md

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@@ -138,8 +138,9 @@ Use the natively integrated vector database in [Azure Cosmos DB for PostgreSQL](
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The natively integrated vector databaseg in the NoSQL API is under development. In the meantime, you may implement RAG patterns with Azure Cosmos DB for NoSQL and [Azure AI Search](../search/vector-search-overview.md). This approach enables powerful integration of your data residing in the NoSQL API into your AI-oriented applications.
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#### Code samples
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#### Links & Code samples
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- [What is the database behind ChatGPT? - Microsoft Mechanics](https://www.youtube.com/watch?v=6IIUtEFKJec)
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- [.NET tutorial - Build and Modernize AI Applications](https://github.com/Azure/Build-Modern-AI-Apps-Hackathon)
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- [.NET tutorial - Bring Your Data to ChatGPT](https://github.com/Azure/Vector-Search-AI-Assistant/tree/cognitive-search-vector)
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- [.NET tutorial - recipe chatbot](https://github.com/microsoft/AzureDataRetrievalAugmentedGenerationSamples/tree/main/C%23/CosmosDB-NoSQL_CognitiveSearch)

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