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Copy file name to clipboardexpand all lines: README.md
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*[Set Up OpenAI Embeddings Language Processing](#set-up-language-processing-via-openai-embeddings)
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*[Set Up OpenAI Whisper Language Processing](#set-up-language-processing-via-openai-whisper)
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*[Set Up Azure AI Language Processing](#set-up-language-processing-via-microsoft-azure)
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*[Set Up Azure AI Computer Vision Image Processing](#set-up-image-processing-via-microsoft-azure)
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*[Set Up Azure AI Vision Image Processing](#set-up-image-processing-via-microsoft-azure)
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*[Set Up OpenAI DALL·E Image Processing](#set-up-image-processing-via-openai)
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*[Set Up Azure Personalizer Recommended Content](#set-up-recommended-content-via-microsoft-azure-personalizer)
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*[Set Up Azure AI Personalizer Recommended Content](#set-up-recommended-content-via-microsoft-azure-ai-personalizer)
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*[WP CLI Commands](#wp-cli-commands)
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*[FAQs](#frequently-asked-questions)
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*[Support](#support-level)
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* Generate transcripts of audio files using [OpenAI's Whisper API](https://platform.openai.com/docs/guides/speech-to-text)
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* Convert text content into audio and output a "read-to-me" feature on the front-end to play this audio using [Microsoft Azure's Text to Speech API](https://learn.microsoft.com/en-us/azure/cognitive-services/speech-service/text-to-speech)
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* Classify post content using [IBM Watson's Natural Language Understanding API](https://www.ibm.com/watson/services/natural-language-understanding/) and [OpenAI's Embedding API](https://platform.openai.com/docs/guides/embeddings)
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* BETA: Recommend content based on overall site traffic via [Microsoft Azure's Personalizer API](https://azure.microsoft.com/en-us/services/cognitive-services/personalizer/)_(note that we're gathering feedback on this feature and may significantly iterate depending on community input)_
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* Generate image alt text, image tags, and smartly crop images using [Microsoft Azure's Computer Vision API](https://azure.microsoft.com/en-us/services/cognitive-services/computer-vision/)
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* Scan images and PDF files for embedded text and save for use in post meta using [Microsoft Azure's Computer Vision API](https://azure.microsoft.com/en-us/services/cognitive-services/computer-vision/)
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* BETA: Recommend content based on overall site traffic via [Microsoft Azure's AI Personalizer API](https://azure.microsoft.com/en-us/services/cognitive-services/personalizer/)_(note that we're gathering feedback on this feature and may significantly iterate depending on community input)_
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* Generate image alt text, image tags, and smartly crop images using [Microsoft Azure's AI Vision API](https://azure.microsoft.com/en-us/services/cognitive-services/computer-vision/)
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* Scan images and PDF files for embedded text and save for use in post meta using [Microsoft Azure's AI Vision API](https://azure.microsoft.com/en-us/services/cognitive-services/computer-vision/)
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* Bulk classify content with [WP-CLI](https://wp-cli.org/)
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| Audio Transcripts | Title Generation | Text to Speech |
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| :-: | :-: | :-: |
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*[WordPress](http://wordpress.org) 5.7+
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* To utilize the NLU Language Processing functionality, you will need an active [IBM Watson](https://cloud.ibm.com/registration) account.
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* To utilize the ChatGPT, Embeddings, or Whisper Language Processing functionality or DALL·E Image Processing functionality, you will need an active [OpenAI](https://platform.openai.com/signup) account.
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* To utilize the Computer Vision Image Processing functionality or Text to Speech Language Processing functionality, you will need an active [Microsoft Azure](https://signup.azure.com/signup) account.
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* To utilize the Azure AI Vision Image Processing functionality or Text to Speech Language Processing functionality, you will need an active [Microsoft Azure](https://signup.azure.com/signup) account.
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## Pricing
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The service that powers ClassifAI's ChatGPT, Embeddings and Whisper Language Processing and DALL·E Image Processing, OpenAI, has a limited free trial and then requires a [pay per usage](https://openai.com/pricing) plan.
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The service that powers ClassifAI's Computer Vision Image Processing, Microsoft Azure, has a ["free" pricing tier](https://azure.microsoft.com/en-us/pricing/details/cognitive-services/computer-vision/) that offers 20 transactions per minute and 5,000 transactions per month.
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The service that powers ClassifAI's Azure AI Vision Image Processing, Microsoft Azure, has a ["free" pricing tier](https://azure.microsoft.com/en-us/pricing/details/cognitive-services/computer-vision/) that offers 20 transactions per minute and 5,000 transactions per month.
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The service that powers ClassifAI's Text to Speech Language Processing, Microsoft Azure, has a ["free" pricing tier](https://azure.microsoft.com/en-us/pricing/details/cognitive-services/speech-services/) that offers 0.5 million characters per month.
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The service that powers ClassifAI's Recommended Content, Microsoft Azure's Personalizer, has a ["free" pricing tier](https://azure.microsoft.com/en-us/pricing/details/cognitive-services/personalizer/) that offers 50,000 transactions per month.
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The service that powers ClassifAI's Recommended Content, Microsoft Azure AI Personalizer, has a ["free" pricing tier](https://azure.microsoft.com/en-us/pricing/details/cognitive-services/personalizer/) that offers 50,000 transactions per month.
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## Installation
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## Set Up Image Processing (via Microsoft Azure)
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Note that [Computer Vision](https://docs.microsoft.com/en-us/azure/cognitive-services/computer-vision/home#image-requirements) can analyze and crop images that meet the following requirements:
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Note that [Azure AI Vision](https://docs.microsoft.com/en-us/azure/cognitive-services/computer-vision/home#image-requirements) can analyze and crop images that meet the following requirements:
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- The image must be presented in JPEG, PNG, GIF, or BMP format
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- The file size of the image must be less than 4 megabytes (MB)
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- The dimensions of the image must be greater than 50 x 50 pixels
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### 1. Sign up for Azure services
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-[Register for a Microsoft Azure account](https://azure.microsoft.com/en-us/free/) or sign into your existing one.
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- Log into your account and create a new [*Computer Vision*](https://portal.azure.com/#blade/Microsoft_Azure_Marketplace/GalleryFeaturedMenuItemBlade/selectedMenuItemId/CognitiveServices_MP/dontDiscardJourney/true/launchingContext/%7B%22source%22%3A%22Resources%20Microsoft.CognitiveServices%2Faccounts%22%7D/resetMenuId/) Service if you do not already have one. It may take a minute for your account to fully populate with the default resource group to use.
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- Log into your account and create a new [*Azure AI Vision*](https://portal.azure.com/#blade/Microsoft_Azure_Marketplace/GalleryFeaturedMenuItemBlade/selectedMenuItemId/CognitiveServices_MP/dontDiscardJourney/true/launchingContext/%7B%22source%22%3A%22Resources%20Microsoft.CognitiveServices%2Faccounts%22%7D/resetMenuId/) Service if you do not already have one. It may take a minute for your account to fully populate with the default resource group to use.
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- Click `Keys and Endpoint` in the left hand Resource Management menu to view the `Endpoint` URL for this resource.
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- Click the copy icon next to `KEY 1` to copy the API Key credential for this resource.
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* Once images are generated, choose one or more images to import into your media library
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* Choose one image to insert into the content
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## Set Up Recommended Content (via Microsoft Azure Personalizer)
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## Set Up Recommended Content (via Microsoft Azure AI Personalizer)
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Note that [Personalizer](https://azure.microsoft.com/en-us/services/cognitive-services/personalizer/) requires sufficient data volume to enable Personalizer to learn. In general, we recommend a minimum of ~1,000 events per day to ensure Personalizer learns effectively. If Personalizer doesn't receive sufficient data, the service takes longer to determine the best actions.
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'description' => sprintf(
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wp_kses(
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// translators: 1 - link to create a Personalizer resource.
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__( 'Azure Cognitive Service Personalizer Endpoint, <a href="%1$s" target="_blank">create a Personalizer resource</a> in the Azure portal to get your key and endpoint.', 'classifai' ),
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__( 'Azure AI Personalizer Endpoint, <a href="%1$s" target="_blank">create a Personalizer resource</a> in the Azure portal to get your key and endpoint.', 'classifai' ),
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array(
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'a' => array(
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'href' => array(),
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'label_for' => 'api_key',
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'input_type' => 'password',
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'default_value' => $default_settings['api_key'],
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'description' => __( 'Azure Cognitive Service Personalizer Key.', 'classifai' ),
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'description' => __( 'Azure AI Personalizer Key.', 'classifai' ),
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