azure-ai

Full-text and vector search are executed by indexing text documents within a configured search service, enabling hybrid queries that combine keyword matching and vector similarity to retrieve relevant information.

Yes, you can extract text from images and forms using document intelligence capabilities. This functionality performs form extraction and optical character recognition to pull structured information from scanned documents.

Yes, Azure Cognitive Services must be properly configured to use speech-to-text and text-to-speech. The suite requires Azure Search, Azure Speech, and Azure AI services to be available in your environment.

The best way to convert speech to text and generate spoken audio is by using a configured speech service. This provides dedicated speech-to-text recognition for transcription and text-to-speech synthesis for audio generation.

Yes, this approach works with GPT models and embeddings for text analysis. It provides access to OpenAI capabilities, allowing you to generate text, create vector embeddings, and produce images with DALL-E.

You should not use a single suite for search, speech, and document intelligence if your environment lacks the required Azure dependencies. It requires Azure Search, Azure Speech, and Azure AI services to be available and properly configured.