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MICROSOFT AZURE - OCR TO MARKDOWN
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Microsoft Azure - OCR to Markdown

Published September 2024
   •    Updated September 2025

Plugin details

Microsoft Azure OCR to Markdown is an automated data processing system that uses AI and OCR to quickly extract text and structure from documents into markdown format.
Microsoft Azure uses ML to understand the context of documents and automatically extracts key-value pairs data, with normalisation if supported, from various formats and quality.

The demo application link: https://microsoftazuredocumentocr.bubbleapps.io/version-test

Editor Link: https://bubble.io/page?type=page&name=index&id=microsoftazuredocumentocr-editor&tab=tabs-1

💡 𝗦𝘂𝗯𝘀𝗰𝗿𝗶𝗽𝘁𝗶𝗼𝗻𝘀 𝗮𝗿𝗲 𝗽𝗿𝗼𝗿𝗮𝘁𝗲𝗱. 𝗜𝗳 𝘆𝗼𝘂 𝗶𝗻𝘀𝘁𝗮𝗹𝗹 𝗮𝗻𝗱 𝘂𝗻𝘀𝘂𝗯𝘀𝗰𝗿𝗶𝗯𝗲 𝘁𝗵𝗶𝘀 𝗽𝗹𝘂𝗴𝗶𝗻 𝗶𝗻 𝗼𝗻𝗲 𝗱𝗮𝘆 𝘁𝗼 𝘁𝗲𝘀𝘁 𝗶𝘁 𝗼𝘂𝘁, 𝘆𝗼𝘂'𝗹𝗹 𝗼𝗻𝗹𝘆 𝗯𝗲 𝗰𝗵𝗮𝗿𝗴𝗲𝗱 𝟭/𝟯𝟬𝘁𝗵 𝗼𝗳 𝘁𝗵𝗲 𝗺𝗼𝗻𝘁𝗵𝗹𝘆 𝘀𝘂𝗯𝘀𝗰𝗿𝗶𝗽𝘁𝗶𝗼𝗻 𝗳𝗲𝗲.

📖 𝗦𝘁𝗲𝗽-𝗯𝘆-𝗦𝘁𝗲𝗽 𝗶𝗻𝘀𝘁𝗿𝘂𝗰𝘁𝗶𝗼𝗻𝘀 𝗮𝗿𝗲 𝘁𝗵𝗲 "𝗜𝗻𝘀𝘁𝗿𝘂𝗰𝘁𝗶𝗼𝗻𝘀" 𝘀𝗲𝗰𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗗𝗲𝗺𝗼 𝗘𝗱𝗶𝘁𝗼𝗿 𝗶𝘀 𝗶𝗻 𝘁𝗵𝗲 "𝗟𝗶𝗻𝗸𝘀" 𝘀𝗲𝗰𝘁𝗶𝗼𝗻 𝗼𝗳 𝘁𝗵𝗲 𝗣𝗹𝘂𝗴𝗶𝗻 𝗣𝗮𝗴𝗲.

Contact us at [email protected] for any additional feature you would require or support question.

$29

Per month

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5 installs  
This plugin does not collect or track your personal data.

Platform

Web & Native mobile

Contributor details

wise:able logo
wise:able
Joined 2020   •   122 Plugins
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Instructions

START & GET OCR TO MARKDOWN JOB (ASYNC) =======================================

ACTION DESCRIPTION
--------------------------------
START & GET OCR TO MARKDOWN JOB (ASYNC) from a PDF, PNG, JPG, TIF, BMP file returns the markdowned content of the document.

STEP-BY-STEP SETUP
--------------------------------
 0) Sign-up for MICROSOFT AZURE - COGNITIVES SERVICES by following this link: https://azure.microsoft.com/free/cognitive-services/

 1) Create a DOCUMENT INTELLIGENCE INSTANCE by following this link https://portal.azure.com/#create/Microsoft.CognitiveServicesFormRecognizer

 2) In KEYS & ENDPOINT section of the created DOCUMENT INTELLIGENCE INSTANCE, note the KEY, ENDPOINT and enter those in the PLUGIN SETTINGS.

 3)  Set up the "MICROSOFT AZURE - START OCR TO MARKDOWN JOB" action in the workflow.
   Inputs Fields :
     - ENDPOINT : Endpoint in KEYS & ENDPOINT section of the created DOCUMENT INTELLIGENCE INSTANCE.
     - URL SOURCE : PDF, PNG, JPG, TIFF, BMP file from the Bubble.io uploader, or a Protocol-relative URLs (//server/file.ext), a HTTPS file URL (https://server/file.ext). For both Protocol-relative and HTTPS URL, the file must be accessible through HTTPS Protocol.
   Output Fields:
     - HEADERS OPERATION-LOCATION : Returns the OPERATION-LOCATION value is a URL to be used in "MICROSOFT AZURE - GET OCR TO MARKDOWN JOB RESULTS" API DATA Provider.

 4) Set up a DISPLAY DATA IN GROUP that will contain the JOB RESULTS of the API PROVIDER "MICROSOFT AZURE - GET OCR TO MARKDOWN JOB RESULTS" in the workflow, set as GET DATA FROM AN EXTERNAL API DATA SOURCE, in a recurring workflow ('Do every x seconds'), to poll the job completion status on a regular basis.
   Configure this recurring workflow to execute the next step once the job status is SUCCEEDED, using 'Only When' Event Condition, to retrieve the results.

   Inputs Fields :
     - HEADERS OPERATION-LOCATION : The OPERATION-LOCATION value is the URL retrieved from the "MICROSOFT AZURE - START OCR TO MARKDOWN JOB" action.
     - LAST-UPDATED : Must be set as the LAST UPDATED DATE TIME fields of the JOB RESULTS of the "API PROVIDER "MICROSOFT AZURE - GET OCR TO MARKDOWN JOB RESULTS" step.
   Output Fields : Returns an object with STATUS which valid values are notStarted | running | failed | succeeded, returns also ANALYZE RESULT containing the markdown content

 6) (Optional) Add the AZURE AI - MARKDOWN & LATEX PARSER element to display markdown formatting

 FIELDS:
   - MARKDOWN INPUT : Input formatted as Markdown Text.        
   - CSS STYLING : CSS styling to apply to rendered HTML output.

   EVENTS :
   - CODE COPIED : Event triggered when code is copied from the element.

   EXPOSED STATES:
   - HTML : Outputs the input formatted as HTML code.


IMPLEMENTATION EXAMPLE
======================
Feel free to browse the app editor in the Service URL for an implementation example.

ADDITIONAL INFORMATION
======================

> Document Input Requirements and Service Limits : https://learn.microsoft.com/en-gb/azure/ai-services/document-intelligence/service-limits

> Supported Languages & Locales : https://learn.microsoft.com/en-gb/azure/ai-services/document-intelligence/language-support-ocr

TROUBLESHOOTING
================
Any plugin related error will be posted to the the Logs tab, "Server logs" section of your App Editor.
 Make sure that "Plugin server side output" and "Plugin server side output" is selected in "Show Advanced".

> Server Logs Details: https://manual.bubble.io/core-resources/bubbles-interface/logs-tab#server-logs

PERFORMANCE CONSIDERATIONS
===========================
 N/A

QUESTIONS ?
===========
Contact us at [email protected] for any additional feature you would require or support question.

Types

This plugin can be found under the following types:
Api   •   Action   •   Background Services   •   Element

Categories

This plugin can be found under the following categories:
Productivity   •   Ecommerce   •   PDF   •   AI   •   Visual Elements

Resources

Support contact
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