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Azure Cognitive Search AMA: Vector search, Azure OpenAI Service, generative apps, plugins & more
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Tuesday, Jul 25, 2023, 09:00 AM PDTEvent details
In this session we’ll answer questions about the emerging Retrieval-Augmented Generation pattern and how you can use Azure OpenAI service and Azure Cognitive Search to implement it today in your appl...
EricStarker
Updated Jul 25, 2023
jankruse
Jul 20, 2023Occasional Reader
In your Blog (https://techcommunity.microsoft.com/t5/azure-ai-services-blog/announcing-vector-search-in-azure-cognitive-search-public/ba-p/3872868) you are referring to Vector Search (using embeddings) for Audio. Which Services / APIs are provided for that?
- liamca-msftJul 25, 2023
Microsoft
That somewhat depends on what the use case is. For example, a very common one is to be able to convert audio to text (e.g. transcription) which is then searchable. For this there is Azure Speech Services (https://learn.microsoft.com/en-us/azure/ai-services/speech-service/overview) as well as the introduction of OpenAI Whisper (https://techcommunity.microsoft.com/t5/azure-ai-services-blog/openai-whisper-is-coming-soon-to-azure-openai-service-and-azure/ba-p/3876671). Once it is in text format you can then use typical text models such as Azure OpenAI Ada 002. There are also numerous models that can be used to create embeddings based on other audio types.