Setup Azure. Form Recognizer learns the structure of your forms to intelligently extract text and data. Form Recognizer is a Cognitive Service that le. First, you will explore how to detect printed text within an image or PDF document. Access document fieldsThe Form Recognizer Studio is available to develop Custom Models for specific document types and Composed Models to combine multiple Custom Models. In the Studio, select the Custom models tile, on the custom models page and select the Create a project button. Include the model ID or custom model name in the Form Recognizer request URL, depending on the API version. . In the form recognizer studio, labeled tables are shown in an array when you are testing your model and the resulting json. Form Recognizer Studio . I hope this helps. Adding Labels Manually. Logs for calls reponse:Azure Form Recognizer Studio is an online tool for visually exploring, understanding, and integrating features from the Form Recognizer service into your applications. For testing, I made a project with a few documents, then I train them using neural model. To get started create a Form Recognizer resource in the Azure Portal and try out your tables in the Form Recognizer Sample Tool. You need to enable JavaScript to run this app. However, I trained the model only on the one table I care about. Provide the storage account and container containing the forms data which you will like to label It's not clear if you want to use the SDK to retrieve semantic document fields or raw JSON text, so I'll share a sample for both. Pre-built API — These are pre-trained models for common scenarios such as. 8. In addition, the service is now easier to use with Form Recognizer Studio and. Document Intelligence Studio - Microsoft Azure. @Md Asfaque With form recognizer there is a functionality to copy your custom model to a different region or a different subscription when you provide the target location and subscription details in the copy authorization request. Azure Form Recognizer now offers a pre-built version of the service in preview for document extraction as well as the following capabilities in preview: signature detection, hotel receipts processing, and deeper extraction of content from US driver's licenses. Invoice Automation is a key component for accounts payable processes. The Studio makes learning. The v3. Azure AI Document Intelligence. 0. Azure Form Recognizer Python SDK : API calls are successful but the values for key-value pairs are empty (Nonetype) As mentioned above, I created a custom model using form-recognizer studio and calling it with python via SDK. A {file}. I hope you're looking for something similar. The secret sauce behind data extraction at scale features Azure Cognitive Services. Let’s review the layout of the workspace together. Even with the misspelling of the word "User" instead of "Use", Copilot still understands the intend and generates two suggestions. Updates for Azure Form Recognizer. You can also try the Train with labels or the Layout API to see if it recognizes the table automatically. The model worked fine last week but it failed all of a sudden this week. Document Intelligence Studio is an online tool for visually exploring, understanding, and integrating features from the Document Intelligence service in your applications. Now we need to convert those coordinates accordingly so that we can draw the bounding boxes on our new JPG files in. This is one method for uploading files. Part 1: Create a custom template model in Azure Form Recognizer. Install the Document. @Ananya Dixith You should be able to use a model that is trained with form recognizer v2. Please note though that the Form Recognizer Power Automate connector does not yet support the new preview release and supports only the 2. Click the Create button. Seems like the table is not detected automatically with Train without labels, can you please share an image of the table, please remove any PII information. Then click the. In the first part, you will be introduced to the Form Recognizer’s features and train a custom model for extracting key-value pairs from customer service review forms. Thanks for reaching out to us for this question, I think you are mentioning Form Recognizer Studio. You can use these three services independently or in various combinations to address different use cases. 0. I want to transfer my form recognizer custom model project from my account to another user account using Python. Get started with Document Intelligence Studio. When Creating a Project in FRS (Form Recognizer Studio): Give the Project a Name and Description; Access by -- either Resource or API Endpoint and Key (here is where the problem is) If User clicks API Endpoint and Key radio button; The following agreement/wording is part of this form:Go to the Form Recognizer resource created in the azure portal, get the Form recognizer service endpoint and API key present in the Keys and Endpoint tab. Start by navigating to the Document Intelligence Studio. Find out how you can optimize document processing with Azure Form Recognizer (AFR). Form Recognizer Error: Check if you have unexpired read/write/list/delete permission to blob container/blob. Azure Forms Recognizer - Saving output results SDK Python. Data extraction. You can use google collab or any local IDE to compile the code. 1. ①： Upload receipt images or pdfs that you want to extract items from. However, the model id generated isnt the usual with alphanumeric but just the name. The accelerator uses the field names that are saved in the machine learning model as a reference to process other forms. You need to enable JavaScript to run this app. However, he is unable to create an new project in the Form Recognizer studio. 1 labeled data. Browse for a file and select a file from the sample dataset that you unzipped in the test folder. Option 2: Azure CLIAzure Form Recognizer is a cloud-based Azure Applied AI Service that uses machine-learning models to extract key-value pairs, text, and tables from your docu. I saw in the documentation that the Form Recognizer studio supports Hebrew only in "Print text in preview" and not "print text". In this course, Microsoft Azure Cognitive Services: Forms Recognizer, you will learn to use OCR technology built into Azure to extract text and key-value pairs of data from PDF documents and images. Document Intelligence Studio - Microsoft Azure. There is a free tier of the service which provides up to. BUT the C# project that I added this form to does not recognize the form. WriteLine ($" Table {i} has {table. If it isn't exactly what you need, then select the auto label button to edit. 0 version. Extract tables, check boxes, and text from forms and documents. It should have such format: API Key - Your Form Recognizer subscription key. It's important to note that you can only compose models of the same type. 1. Form Recognizer Studio . Azure AI Document Intelligence. Follow edited Feb 18, 2020 at 6:46. I have a list of field names that I want to train a custom model on, but in the form recognizer studio I need to manually type the field names then do the annotation, Is there a way to upload a list of labels in the form recognizer studio. There is no documentation which shows how to replicate this. 2. Add On Features. Japanese is a newly supported language for the Business cards model. We'll walk you through using Azure Form Recognizer step-by-step in this article. The model worked fine last week but it failed all of a sudden this week. Once the model is trained and the developer is satisfied with the model quality, the model ID is saved for use with the GitHub action. – BrunoLucasAzure. 1 (have also tried pre-release 4. In this case you might be using the v3. This is my 1st attempt to use Form Recognizer to process PDF papers. Please sign in to rate this answer. it is very similar experience with tagging/labelling in AI builder as discussed earlier. FYI, you can use a pre-built model or train a custom model specific to your needs and use cases. And the second one is a lot clearer, like a screenshot of a digital form. Under the Models tab in Studio, Model Id is actually the name (all string) but when i try to test a new form in my. Followed the link provided and. Navigate to the Form Recognizer Studio: FormRecognizerStudio (azure. These training files can be created and labeled through Form Recognizer Studio, see more information about how to create your training dataset in Building a training dataset. - Forward a copy of the. With just a few samples, you can tailor Form Recognizer to understand your documents, both on-premises and in the cloud. Form Recognizer Studio, Language Studio, or Azure Machine Learning studio label and tag textual data and build the custom models. Try the new barcode extraction in the Form Recognizer Studio. Template models use layout cues to extract values from documents and are suitable to extract fields from highly structured documents with. Himani Talesara. "I really enjoy processing these forms" said no one ever. zip), depending on your selection during training. This module teaches you how to use the Azure Document Intelligence Azure AI service. Document Intelligence Studio is an online tool for visually exploring, understanding, and integrating features from the Document Intelligence service in your. Form Recognizer Studio. Setup an Ubuntu VM on Azure. For Form Recognizer access only, create a Form Recognizer resource. Step 4: Template V/s Neural. I am currently trying to set up a Blob Container to hold the pdfs that my Form Recognizer would read. Create an Azure storage container and upload your training documents. If you are looking something like this please visit this document to know. Document Intelligence Studio - Microsoft Azure. . More than 100 million people use GitHub to discover, fork, and contribute to over 330 million projects. However, in their Form recognizer studio the engine is actually OCRing vertically as well, but even when I use their code this does not seem to work for. But I get the same issue. The tool applies tags in bounding. 1 and hence it is unable to list the model when it connects to your FR resource since the API version cannot be configured for. Form Recognizer Studio simplifies the use of the service, enabling testing pre-built models, testing pre-trained models, and building and testing custom models. You also need an Azure AI Vision API resource to process business cards, ID documents, or Receipts. No, the Form Recognizer Studio (v3) uses a fields. After login with my . The problem is we have huge bunch of fields, adding them to each project to is taking lot of time. Train a custom model. In the Studio you can find the models IDs within the projects in the Model tab. I tried deleting and adding back documents, and it still only recognized 2…. cognitiveservices. 0 in Power Automate, it will probably require making requests directly to the Form Recognizer API using the HTTP connector. The logic app task only works with models created with the FOTT sample labeling tool. Hi @Sriramsubramaniyan Nadarajan , Thanks for using Microsoft Q&A Platform. Compose two custom template models together into a single model. Azure AI Document Intelligence An Azure service that turns documents into usable data. The new, beta Form Recognizer client libraries target the 2. Form Recognizer can be used with the REST API as well as the Python, C#, Java, and JavaScript SDKs. Unsupervised learning allows the model to understand the layout and field data without. So in order to use this feature we need to make seperate projects for seperate models,Am I. The studio provides a platform for you to experiment with the different Form Recognizer models and interactively sample their returned data without the need to write code. Select Custom Model from the Azure Form Recognizer Studio; Create a New Project, Give the appropriate Project name and description, and click continue. A single file containing one document. Use the container and blob information to give as the input for the recognizer. It could also be used in integrated solutions for optimizing the auditing needs of users. You need to enable JavaScript to run this app. Pageable<CustomFormModelInfo> models = client. So I tried the real stuff for our customer (tagging like 25 documents still as proof of concept). HI @romungi-MSFT . Azure AI services contains a broad set of capabilities including text analytics; facial detection, speech and vision recognition; natural language understanding, and more. Option 1: Azure Portal. py extension. Below is an example of how you can create a Form Recognizer resource using the CLI: PowerShell. 0 (preview) and models that were trained with v2. I created a custom model in the Form Recognizer Studio. Document Intelligence Studio query field extraction is currently available with the general document model starting with the 2023-07-31 (GA) API and later releases. Analyze a Healthcare Insurance Card or Vaccination Card in Form Recognizer Studio. Save the code in a file with a . The Form Recognizer service makes training a custom document model very easy. Improve this answer. I created a. It also is important to help facilitate this Form Recognizer has it’s own Azure Form Recognizer Studio for this process. txt to form recognizer? I haven't completely understood your question could you please add more details on this. Azure Form Recognizer is a cloud-based managed AI service that uses machine-learning / Deep learning models to extract and analyze form fields, text, and tables from your documents. As I said I am new to Azure, so I have no idea what to. Form Recognizer Logic App is currently using Form Recognizer v1. You can extract information from a W-2 model with 3 simple steps: For other types of documents, you can train a Form Recognizer custom model to extract the. Document - Extract text, selection marks, tables, entities, and general key-value pairs from. Label values as they appear on the form; don't try to split a value into two parts with two different tags. Recognizing artist’s work is an essential to establish the artist’s provenance. . If you can point us in the right direction with some documentation on this, then it would be beneficial. The first one is an image scan from a paper form, which you can see from the scanned text. Select the User type as Guest. Azure AI Document Intelligence. Try the new barcode extraction in the Form Recognizer Studio. Azure Form Recognizer is an Azure Cognitive Service focused on using machine learning to identify and extract text, key-value pairs and tables data from documents. The link will be provided after your subscription is whitelisted. To do that, we'll type the following comment sentence: # user form recognizer client to recognize image from myReceiptUrl . Form Recognizer Studio - copy fields from one model to another. 1 person found this answer helpful. "Using System. Success Criteria. You need to enable JavaScript to run this app. ->Browse required Invoice pdf file and click analyze after. In Form Recognizer Studio, select the top right gear button (Settings), choose the Resources tab and check the Price Tier you're using to analyze the documents. Full series information: info here: on Microsoft Learn:-. Use Form Recognizer Studio . Now I am trying to get recognition results for the new PDFs using the azure-ai-formrecognizer package:I'm trying to setup a custom model with Form recognizer 2. It is the interface to use for analyzing with prebuilt models (receipts, business cards, invoices, identity documents), recognizing content/layout from forms, and analyzing custom forms from trained models. For every value that is extracted by the Form Recognizer, it provides a confidence level, a value between 0 and 1. Select the Analyze icon from the navigation bar to test your model. The reason behind asking this question was, their is huge possibility that the table area of the document is not divided using lines, and data in the description part of the table can be dumped. 0 has issue with built in connection. The following screenshot from the Form Recognizer Studio shows an example of OCR for Russian text. That same response will have the "Operation-Location" which is a call to "analyzeresults". Use the "Create a project" command to start the new project configuration wizard. Part 1: Create a. Document - Extract text, selection marks, tables, entities, and general key-value pairs from. Next, we need to use the form recognizer client for recognizing a receipt URL. 0 API or the labeling tool are not available via the Logic App Form Recognizer connector. 0 Studio (preview) for a better experience and model quality, and to keep up with the latest features. I deleted my original form recognizer resource and created a new one. Toronto Office. To get started create a Form Recognizer resource in the Azure Portal and try out your tables in the Form Recognizer Sample Tool. However, this didn't change the 2 page limit. In Form Recognizer Studio, select the top right gear button (Settings), choose the Resources tab and check the Price Tier you're using to analyze the documents. Click the Users blade. It then outputs structured data that includes the relationships in the original file. azure-form-recognizer. Just looked at the CORS image again and realized you have enabled CORS for the Studio not the labeling tool. I just got confirmation from the pm. words, selection marks, tables) from documents. You must select a table from the Form recognizer tag insertion field. Please refer to the API migration guide to learn more about the new API to better support the long-term product roadmap. Vinod Kurpad is back to talk about and demo the newest features from Azure Form Recognizer including document classification capability, updates to existing models like the new query fields based on OpenAI models and key normalization. Azure Gov Team. In the API version, you. Azure Form Recognizer. This is exactly what I'm. OCR for Russian example . The first one is an image scan from a paper form, which you can see from the scanned text. Measuring performance of OCR and field recognition; Putting your knowledge into practice and performing the benchmark calculations; Annotating a ground truth using Forms Recognizer Studio. You can also directly use the open source labeling tool, please see the section further down in the doc: The OCR Form Labeling Tool is also available as an open-source project on GitHub. This seems to be a recent problem as I could do it some weeks ago. The async sample can be found here. Form Recognizer offers a collection of pre-built endpoints for extracting data from invoices, documents, receipts, ID cards, and business cards. Azure Form Recognizer Python SDK : API calls are successful but the values for key-value pairs are empty (Nonetype) As mentioned above, I created a custom model using form-recognizer studio and calling it with python via SDK. Content is a string containing the full text of the input document, so your loop is iterating over the char's of the document, not the recognized documents or their fields. Hi There We are using pdf documents to label it using Form recognizer Studio. Chapters 00:00 - AI Show 00:15 - Welcome and Introductions 00:44 - What is Form Recognizer 03:29 - What's new in Azure Form Recognizer 08:31 - Demo begins - Get. Create a Cognitive Service's resource if you plan to access multiple cognitive services under a single endpoint/key. Since 2005 she has solicited biographies from BC ceramic artists while collecting their. I received a response from Microsoft team on this, The way compose model works seems to be refined on 3. Once the resource is created, go to Keys and Endpoint to copy your credentials. # Create a new resource group to hold the Form Recognizer resource # If using an existing resource group, skip this step az group create --name <your-resource-name> --location <location>. Even with the misspelling of the word "User" instead of "Use", Copilot still understands the intend and generates two suggestions. Why can't Form Recognizer SDK v3 find any OCR documents to train? Hot Network Questions Limited letter renderer: BIOPD Looking for a tv series with a food processor that gave out everyone's favourite food Is it illegal to voluntarily work longer than the law. After creating Form Recognizer, you can use Form Recognizer Studio. For the. Extract text, key-value pairs, tables, and structures from forms and documents using common layouts and prebuilt models, or create your own custom models. Azure AI Document Intelligence. Destination is the Form Recognizer app which we want the model to be copied/migrated to. Below is an example of how you can create a Form Recognizer resource using the CLI: # Create a new resource group to hold the Form Recognizer resource # If using an existing resource group, skip this step az group create --name <your-resource-name> --location <location>. Convert CSV to JSON using Azure Logic App. to_dict () for page in form_pages] json_string. Create a project in the Form Recognizer Studio. Follow these steps to create a new Form Recognizer instance: In the Azure Portal, click on the "+ Create a resource" button in the top left corner. 0. Select the Azure Form Recognizer Studio permission. It includes the following options: Form - Extracts information from forms (PDFs and images) into structured data based on a model created from a set of representative training forms. Does form recognizer learn from usage over the time. Form Recognizer Studio - Cross page tables fail when generating models. 4. You need to enable JavaScript to run this app. Steps. How do i draw regions and label in fott tool. Furthermore, most file formats cannot just be appended together to concatenate the content. You need to enable JavaScript to run this app. Making an Azure resource for Azure Form Recognizer is the first step in. → Using this Azure service, we can extract data. You can use the Form Recognizer labeling tool to label the data. Apr 12. There's also a great breakdown of the amazing Microsoft Copilot Studio with Omar Aftab, Gary Pretty, and Kendra Springer, plus exciting sessions from Rajesh Jha, Jared. 1. – Mohamed Azarudeen Z. The API calls are still successful however the Key-Value pairs it retuns are empty. ocr. Document Intelligence Studio - prebuilt contract. Here are the best practices for. Use the Azure Document Intelligence Studio min. Choose the Azure region and provide a Name. – BrunoLucasAzure. This step connects the form recognizer studio to ADLS storage/container resource in your subscription to access the training data. After labelling next step will be creating custom modelOption 1: Azure Portal. Could you please help us to understand what level of access/role is needed to create a project in. i am using Form recognizer studio. The tool applies tags in bounding. ; Across other Form Recognizer resources that exist in any other supported region. In general though you could train a form recognizer model from the labeling tool use the predict API and download the JSON results. Input the page numbers and/or ranges of pages you want to get in the result. Please refer to the API migration guide to learn more about the new API to better support the long-term. He then shared the project with the provided share option within the Form Recognizer Studio. Prebuilt models for business cards and invoices. I am able to add an existing form to a project and see the code and the visual form itself. 1 GA API. We are building in . You can access the Recognize Text feature as either an Azure resource (the REST API or SDK) or a cognitive-services-recognize-text container. Form Recognizer learns the structure of your forms to. Table of Contents. You can use a programming language SDK or the REST API to easily retrieve and utilize your data. Hot Network QuestionsAs I know Form Recognizer Studio is an online tool for visually exploring, understanding, and integrating features from the Form Recognizer service into your applications. . So neural models can only be composed with neural models and template models vice versa. A Form Recognizer model can only be used within the context of a resource. It doesn't matter the file or the project. Screenshot of Azure Form Recognizer Studio. You can use these three services. Try the updated business card model in the Form Recognizer Studio. Applications for Form Recognizer service can extend beyond just assisting with data entry. Getting Started from Azure Form Recognizer. → So manually copying from a large amount of document files can be a long or erroneous process. Instead of selecting from a dropdown list, this is an alternative method for labeling fields. @Garth You should be able to view the list of directories in your form recognizer studio settings page and then select the new directory name and resource that is created in this directory. And then choose the pricing tier. This tool lets you test and configure the above-mentioned abilities. So I'm going to start off by talking primarily about the studio first, right? And the studio is essentially the best experience that you can have with form recognizer today. The simple and flexible interface to create projects to label and train a custom model and model management functions like copying custom models provide you with all the tools to. Hi, yes, if you want to use the currently available form recognizer task in logic apps you will need to use fott-2-1. Image Ref: Form Recognizer Home Page. However, the document/field/values for the table are all Null. The Form Recognizer March release is a major update that includes many new features our customers have asked for: Customization: The service now supports training with and without labels, which makes it easier for customers to reliably extract valuable information from their forms. Document - Extract text, selection marks, tables, entities, and general key-value pairs from. Start with prebuilt models or create custom models tailored. I have uploaded 5 documents and created label data that consists of a number of. Image Ref: Form Recognizer Home Page. In Form Recognizer Studio, the 'Numbers' in front of the tags in the Custom model menu are keyboard shortcuts that allow you to quickly select a tag for a specific field without having to manually choose/search from the dropdown list of the labels. Hi @Paul Andrews , Thanks for using Microsoft Q&A Platform. I am working with Azure's form recognizer service to OCR some factory blueprints. As the service expands, the REST API has been redesigned for improved usability, the migration guide will help you transition to the new API. Follow. Please use the new Form Recognizer v3. To try out these new features in the Python client library, run the following command to install the library: pip install azure-ai-formrecognizer --pre. With just a few samples, Form Recognizer tailors its understanding to your documents,. You need to enable JavaScript to run this app. json. ToList<CustomFormModelInfo> (); } I can tell if the model is composed by checking the property IsComposedModel. @Shiv Patel I believe you have created a model from Azure form recognizer studio using an API version greater than v2. Learn about the latest updates in Azure Form Recognizer, including the Form Recognizer v2. I'm able to analysis forms I have in a blob container. But I get the same issue. 1. Part 2: End-to-end document processing. It will then populate the detected text as the. The model worked fine last week but it failed all of a sudden this week. Azure の Cognitive Services の中のひとつ、Form Recognizer をサクッと試せるツール Form OCR Testing Tool のセットアップ方法のメモです。 実際に使ってどれくらいの精度でるんやろってのがみたいところですが、それは分析した請求書といったフォームへの依存が強い可能性もあるので触れません。自分が. We had already trained the model and created a composed model, but currently, we are facing the issue, it gives the 500. Form Recognizer analyzes your forms and documents, extracts text and data, maps field relationships as. Extract printed and handwritten text along with barcodes, formulas and font styles from images and documents. In the two-part series “Automate document processing with Form Recognizer and Logic Apps” you learned how to train custom models in Azure Form Recognizer for extracting key-value pairs from documents and build an end-to-end form processing solution using Form Recognizer, Logic Apps, Azure Cosmos DB, and Power BI. You need to enable JavaScript to run this app. The skill requires the FORM_RECOGNIZER_ENDPOINT and FORM_RECOGNIZER_KEY property set in the appsettings to the appropriate Form Recognizer resource endpoint and key. It just happens to be the bit that does the actual work . Form Recognizer extracts information from forms and images into structured data. Converting the PDF coordinates to JPEG coordinates. It ingests text from forms and outputs structured data that includes the relationships in the original file. FormRecognizer Latest Stable 3. Use the "Create a project" command to start the new project configuration wizard. You will learn how to: Provision a Form Recognizer resource. Azure Form Recognizer is an applied AI service to extract texts from images and PDFs. Azure Form Recognizer is a cloud-based Azure Applied AI Service that extracts key-value pairs, text, and tables from your documents using AI-powered data solutions. Form Recognizer uses machine learning models trained to extract text from images of invoices, receipts, and more. In v3. The IDs prebuilt model now extracts DateOfIssue, Height, Weight, EyeColor, HairColor and DocumentDiscriminator. Add the Get blob content step: Search for Azure Blob Storage and select Get blob content. 1. PowerShell. 1 answer. To learn more or contribute, see OCR Form Labeling Tool. With the Form Recognizer Studio, you can now explore all Form Recognizer capabilities with sample documents or validate results on your documents. Azure AI Document Intelligence An Azure service that turns documents into usable data. To better understand the situation, are you using the Prebuilt Invoice model in Azure Form Recognizer Studio or creating a custom model? Have you tried out setting field subtype: currency in FR Studio Custom Model as shown here?. I think I've figured out the issue with the Project getting deleted. Each build mode specifies a different machine-learning algorithm. Azure AI services or Document Intelligence resource. AI Document Intelligence is an AI service that applies advanced machine learning to extract text, key-value pairs, tables, and structures from documents automatically and accurately. Like mentioned before, you can train the model using Form Recognizer Studio but in this sample all the document and labelling are already provided. If you have not created the destination app create it and before going to the next steps. You can get started by exploring the pretrained models with sample or your own documents. Now available in Azure Government, Form Recognize r is an AI-powered document extraction service that understands your forms, enabling you to extract text, tables, and key value pairs from your documents, whether print or handwritten. Click "Continue". Form Recognizer Studio Layout analysis demo . It ingests text from forms and documents. 0 Studio (preview) for a better experience and model quality, and to keep up with the latest features. Some of the text in these blueprints are printed vertically, but Azure seems to only do OCR horizontally. Step 4: Template V/s Neural. Learn more. Extract text, tables, structure, key-value pairs, and named entities from documents. # Create a new resource group to hold the Form Recognizer resource # if using an existing resource group, skip this step az group create --name <your-resource-name> --location <location>. Introduction to Azure Form Recognizer. It could also be used in integrated solutions for optimizing the auditing needs. 1) Form Recognizer extracts information from forms and images into structured data. Select query fields For query field extraction, specify the fields you want to extract and Document Intelligence analyzes the document accordingly. Improve this answer. Follow the quickstart for step 1, to set up the Form Recognizer service and get a custom endpoint and API key. Replace the values of PROCESSING_DIRECTORY and FILE_NAME variables with the file path and file name which you would like to get the input pdf/image and store the JSON result as a file.