[OpenAI] Support for vector search for Azure Cognitive Search

[mkemmerz]

Describe the solution you'd like The Java SDK for OpenAI should offer a configuration setting to enable vector search on top of the currently supported keyword search.

Probably the AzureCognitiveSearchChatExtensionConfiguration should support this.

The vector / hybrid search has examples here: https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/search/azure-search-documents/src/samples/java/com/azure/search/documents/VectorSearchExample.java

Those are quite complex to use though. An easy integration into the OpenAI would be really great.

Describe alternatives you've considered Calling the OpenAI API directly, without the usage of the SDK.

Additional context The search type ("Suchtyp") can be configured on Azure's Cognitive Search field as "Hybrid (Vector + Keyword)":

[joshfree]

@mssfang PTAL

[mssfang]

@mkemmerz You can find a sample in our repo that shows how to use Azure Search extension in the OpenAI SDK.

https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/openai/azure-ai-openai/src/samples/java/com/azure/ai/openai/ChatCompletionsWithYourData.java#L59

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[mkemmerz]

Thanks for the support!