Rossum is an artificial intelligence company that extracts data from documents with human-level accuracy, helping companies automate their data entry tasks and thus creating significant savings. Our cognitive invoice data capture tool enables companies to capture data from financial documents efficiently and eliminates the need for costly manual implementation. Our mission is to teach computers to support human creativity, and unshackle the human mind from rows and spreadsheets.

<a href="https://rossum.ai/" target="_blank">Rossum</a>’s cognitive platform, is able to capture invoice information without any template setup, and UiPath robots bring the ease of integration to the extreme. In this snippet, we provide all the source codes that you will need to<a href="https://rossum.ai/blog/rossum-and-uipath-invoice-extraction-in-15-minutes-source-code-provided/" target="_blank"> automate invoice processing in 15 minutes</a>.A typical accounts payable process consists of the following steps:Gather invoicesExtract data from invoicesPost invoice dataInvoice approvalIn this example, we address step 2.Invoice layouts are dynamic and require a different, cognitive approach that is brought by Rossum.&nbsp;We will show you how to simply capture the data from the invoices using a UiPath script that encapsulates the Rest API calls. The only tools you will need are a Rossum <a href="https://elis.rossum.ai/registration/" target="_blank">trial account</a>, <a href="https://www.uipath.com/developers/community-edition-download" target="_blank">UiPath Studio</a>, and <a href="https://github.com/rossumai/rossum-uipath-integration/archive/master.zip" target="_blank">UiPath workflows</a>.

Capture invoice data without any template setup and integrate using UiPath robots.

MIT License Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the 'Software'), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

Product Marketing Manager

How to create this BOT...Without requesting to AI..Shall we able to run with Local run that is not connected with Http 

 - Very well documented - it's really great to have this technology integrated with UiPath. 


We were founded in 2005 in a tiny apartment in Bucharest, Romania as DeskOver.

Fittingly, it was a customer who, in 2012, first saw the immense possibilities for us in the fledgling RPA market. Our desktop automation product launched in 2013. In 2015, we introduced our enterprise platform along with our new name.

Today, UiPath is the fastest-growing enterprise software company in history with scores of offices, thousands of employees, partnerships with the world’s best consulting and BPO firms, a 500,000-strong developer community, and 5MM+ robots at work in over 5,000 global enterprises.

Our mission is to deliver the leading Robotic Process Automation platform to our clients for an automation first mindset.

We build software robots that automate repetitive processes. Our software robots take on the tedious, mind-numbing work and free people to do the more stimulating, creative work worth doing.

But no matter how much we’ve grown, one thing hasn’t changed. We’re still building a company we love to work for

The Robots Auto Scaling solution is implemented with the help of the official UiPath IT Automation activities - they empower us to automate use cases from all areas of our IT Ecosystem, in both on-premises datacenters and public clouds.

As part of the auto-scaling process, the robot machines are started / stopped automatically as a function of:

hot Robots count - their machines are always running

cold Robots count - their machines will be allocated/deallocated dynamically

Jobs (pending, running, completed, stopped, faulted)

1. Client Tenants – Orchestrator Webhooks

The managed clients need to have configured in the Webhooks area the url associated with the Webhook Receiver’s endpoint for the events job. created / completed / faulted / stopped. These events act as triggers for the autoscaling process and they are processed in bulk, to minimize concurrency risk for servers start / stop operations. 

The SQL Server database with the client Orchestrator acces data + AutoScaling Strategy robot counters can be deployed anywhere and it only contains the Tenants table (sql create script provided). The connection to the DB is done with the UiPath.Database activities – the connection string is retrieved from the TenantsDbConnectionString text Orchestrator asset (from the Management Orchestrator).

3. Webhook Receiver. Webservice / Function

This component consists of minimal code that is designed to receive events, parse their data and forward them to the Management Orchestrator as new queue items.

Most of the RAS solution items are to be configured in an Orchestrator tenant, in a dedicated folder: Processes (ProcessQueueItems, ..), Assets (for DB connection, infrastructure access), Queue + Job Trigger (on new item added). The RAS solution can be deployed in the same Orchestrator tenant as one of the managed clients, as long as it is configured in a folder that is not associeted with a client from the DB.

One deployment of the RAS solution can perform autoscaling for multiple clients at the same time – this is possible by leveraging the Orchestrator’s capability to emit job events via webhooks. The job events that are incoming from the managed clients are received by a small web-service / function and forwarded to a Queue in the Management Orchestrator for processing.

As part of the processing step, a ProcessClient job connects to the Database and tries to identity the client of an event in the Tenants table - if found, the information from the selected row has the client Orchestrator API acces data + the scaling strategy for the client’s folder or folder+environment.

The processing job connects to the client’s Orchestrator and retrieves its current state (jobs running/pending, robots available/disconnected/busy). With all the data available, the job will evaluate the state + scaling strategy robot counters, selects the impacted robot machines and proceeds to apply the neccesary actions (start / stop server).

This mode doesn’t require any of the job events related RAS components (webhooks, events receiver service, queue): the autoscaling process is triggered periodically (scheduled start at each 5+ min), according to a specified scheduled processing job (1 for each client DB entry).

The current version works with classic folders and can allocate/deallocate robot machines from Azure, AWS, VMware, Citrix 

Next releases will work with modern folders too and will add support for Hyper-V and Google Cloud

UiPath Robots Auto Scaling (RAS) is a workflow based solution that helps optimize IT Infrastructure costs by making RPA Deployments run more efficiently.

Product Management & Strategy, Engineering

Visual Basic

Hi! Is this one working only in UiPath cloud, or can it be used in an RPA environment hosted in AWS as well?

Is it possible to update this package for 2020.x support? Lot of activities are not available anymore when you open the project

Auto scaling of virtual machines is amazing. It is expected to be able to reduce cloud costs due to robot operation. It is under review right away.


ABBYY is a Digital Intelligence company. We provide unprecedented access to process-related operational insights that enable true business transformation. ABBYY’s Digital Intelligence platform brings together a class of technologies that help organizations understand their processes from end to end and create context from process data and related content, with the end result of optimizing process execution and enhancing customer experience. 


ABBYY helps organizations to raise their Digital IQ. Enterprises use ABBYY Digital Intelligence solutions to accelerate their digital transformation by complementing intelligent automation platforms like RPA, BPM, ERP, ECM, EHR, and others. 

For more information, please visit www.abbyy.com.

ABBYY FlexiCapture Connector for UiPath enables you to take full advantage of the FlexiCapture enterprise capabilities – classification, data extraction, and verification. 

ABBYY FlexiCapture Distributed is the full enterprise version of FlexiCapture that can then be scaled across an enterprise and adapt to new document types and variations with minimal IT intervention.

A UiPath Custom Activity for the UiPath Designer has been created to allow files to be sent from a UiPath workflow to ABBYY FlexiCapture and get back the results.

ABBYY classification and data extraction results are returned as a document file, data files, files associated with images (e.g. signature image), list of fields capture from the document and their values, and a link to the ABBYY FlexiCapture web application where the document data can be verified.

Note: The connector download and documentation can be downloaded from here.

ABBYY FlexiCapture Connector enables UiPath robot designers to connect ABBYY FlexiCapture Distributed into a robotic process flow

Director, Product Marketing

Hi, i have licensed FlexiCapture - how can get this Connector?

Hi, we need the connector to, we have a licence of FlexiCapture 12, please is possible send us ??

Hi, is there are any plans to make component witch is capable to work with FlexiCapture Engine features? I mean using trained field extraction model, model retraining after verification, pre-proccessing of images and others features of Engine?

Hi Bill, we wait for the connector, when is it possible send us ??..thank for you answer...regards

Hi..can you provide the connector for a trial?

hi we have installled all the servers ,stations, studio and orchestrator as well pls provide the link to download connector.

Abbyy and UIPath are leaders in their domain. However I want to know what is benefit of using Abbyy connector in UIPath. Since same can be automated in Abbyy Flexicapture as well. Do we have to procure separate license of UIpath robot and processing station. It will increase the cost.

I am working as a RPA solution architect. Please can you provide different deployment options of Abbyy with UIpath for small to large invoice processing models.

Hi Team, we would like to integrate the ABBYY tool for extracting data from invoices in our project, could you please explain how to get the license , cost , infra and maintenance details, please send an email to skuppusamy21@csc.com

Hi Team I have a "FlexiCapture Distributed" license.However, uploading of the connector sample project (InvoiceDemoProject) fails. (Successful for trial license.)Cause of FCI template for document definition Also, is it not compatible with UiPath Orchestrator's Organization Unit?InvoiceDemoProject batch type Attended service does not populate UiPath Orchestrator's queue.There is no item of Organization Unit in "UiPath-ExportScript-Configure by script".

Hi Team,I have to do a POC on ABBYY OCR and not sure which ABBYY tool need to install and integrate with UiPath.Can ABBYY Flexicapture Connector will fulfill my below requirement?"I need to extract only few fields from whole pdf/image documents"I have Uipath community trial edition and looking for ABBYY's trial version.Please guide me with the UiPath integration process and software downloadable url links.Thank you.Your help is appreciated on this

Hi Team,I am&nbsp;working on a project to automate&nbsp;Invoice processing, I want to try ABBYY and see if its helpful for my automation. Please suggest should I try using ABBYY FlexiCapture Connector, is it freely available or do we have some trial version of same.Thanks in advance.

Could you please provide link to download this connector

Hi,I am using this connector and trying to extract pdf's. But the capture data activity is getting stuck once it reaches the verification stage, and also I'm not receiving the verification url as per the requirement. Please let me know.

Hi All,I would like to know few details on abbyy-flexicapture-connector:1. Whether Abby flexi capture should be installed in our local machine to get "Uipath ABBY flexi capture acivity" or not2. Is possible to connect the uipath with flexi capture machine which has been installed on another machine or server.

Hi,Can I use UiPath from the same machine where Abby Distributor installed via Connector?Actually I am getting the following error:Please ensure that the option 'Enable web station' is enabled in workflow stage properties.Can any one help me on this?

is there any possibility to send this source code ?

Thank you for the response of the organizational unit.I have some problems.1. Characters are garbled when queued in Japanese 2. Is it possible to register the queue so that it can be used as it is with the GetQueueItem activity? 3. Can I set a script that does not save images? Client is Windows 10 (1803) .Net Framework 4.7.2Export error occurs when UiPath Orchestrator server is TLS v1.2 or later⇒It became OK when "ServicePointManager.SecurityProtocol" was set in the export script

Hi,How to get trial license of ABBYY Flexicapture Distributed from UiPath for using this Connector?Please guide me on this ? I already requested ABBYY team , But they are redirecting back to UiPath Team .

Hi,I am testing ABBYY Flexicapture connector , getting this error Failed to get document processing results.Please, make sure that export stage is enabled in the FlexiCapture workflow. I configured export settings also. Please guide me on this issue.

When I try to create the batch using the Batch Sender workflow in the sample, i get the following error: Create Batch: Failed to open session for the role type 'ScanningOperator' and workstation type 'Scanning'. Please ensure the User name and Password used for connect to ABBYY FlexiCapture Application Server are correct.

When I try to create the batch using the Batch Sender workflow in the sample, I get the following error: Create Batch: Failed to open session for the role type 'ScanningOperator' and workstation type 'Scanning'. Please ensure the User name and Password used for connecting to ABBYY FlexiCapture Application Server are correct.

I requested information in abbyy.com for uipath connector till now there is no response .

I got same error as Jose Velez: Create Batch: Failed to open session for the role type 'ScanningOperator' and workstation type 'Scanning'. Please ensure the User name and Password used for connect to ABBYY FlexiCapture Application Server are correct.

We have purchase ABBYY Flexicapture license from ABBYY to build our project using Project Setup Station, and we have uploaded the project to ABBYY cloud.

In UIPath, we are trying to use ABBYY Connector activity in UIPath Studio, and receiving the below error 

RemoteException wrapping System.InvalidOperationException: Failed to get processing results from FlexiCapture 12 server.  ---> RemoteException wrapping System.TimeoutException: Processing timeout 00:05:00 seconds has been expired. The document is on the Import stage. 
   at Abbyy.Connectors.FlexiCaptureConnector.FlexiCaptureProject.WaitForFirstDocumentUntilStage(Int32 batchId,
Func`2 ExitCondition)
   at Abbyy.Connectors.FlexiCaptureConnector.FlexiCaptureProject.WaitForFirstDocumentUntilCompleted(Int32 batchId)
   at Abbyy.Connectors.FlexiCaptureConnector.FlexiCaptureProject.GetFirstCompletedDocument(Int32 batchId)
   at Abbyy.Connectors.FlexiCaptureConnector.FlexiCaptureConnector.GetFirstCompletedDocument(Int32 batchId)
	--- End of inner exception stack trace ---
   at Abbyy.Connectors.FlexiCaptureConnector.FlexiCaptureConnector.GetFirstCompletedDocument(Int32 batchId)
   at Abbyy.Connectors.FlexiCaptureConnector.FlexiCaptureConnector.GetFirstDocument(Int32 batchId)
   at Abbyy.Activities.UiPath.FlexiCaptureActivities.FlexiCaptureActivity.Execute(CodeActivityContext context)
   at System.Activities.CodeActivity.InternalExecute(ActivityInstance instance,
ActivityExecutor executor,
BookmarkManager bookmarkManager)
   at System.Activities.ActivityInstance.Execute(ActivityExecutor executor,
BookmarkManager bookmarkManager)
   at System.Activities.Runtime.ActivityExecutor.ExecuteActivityWorkItem.ExecuteBody(ActivityExecutor executor,
BookmarkManager bookmarkManager,
Location resultLocation)

Please advise us on this error, Thanks !!!

I am trying to work with Abbyy 12 from UiPath 2019.4. But I am getting this error while creating a Batch in the project. Could you please let me now what could be the issue

An ExceptionDetail, likely created by IncludeExceptionDetailInFaults=true, whose value is:

System.InvalidOperationException: Failed to add a new batch. ----> System.ServiceModel.CommunicationException: There was an error while trying to serialize parameter urn:http://www.abbyy.com/FlexiCapture:AddNewBatch. The InnerException message was 'Member Value in type Abbyy.FlexiCapture.AppSrvApi.RegistrationProperty cannot be serialized. This exception is usually caused by trying to use a null value where a null value is not allowed. The 'Value' member is set to its default value (usually null or zero). The member's EmitDefault setting is 'false', indicating that the member should not be serialized. However, the member's IsRequired setting is 'true', indicating that it must be serialized. This conflict cannot be resolved.  Consider setting 'Value' to a non-default value. Alternatively, you can change the EmitDefaultValue property on the DataMemberAttribute attribute to true, or changing the IsRequired property to false.'.

easy to understand - Thanks for the connector, by viewing this could able to create own customized workflow as per project requirement.


Thanks,
Pathrudu Chintakayala


Please ensure that the option 'Enable web station' - I am getting the below error after connecting through UiPath to Abby via Connector. I am not using any Queues or Orhcestrator.
Please ensure that the option 'Enable web station' is enabled on the workflow stage properties dialog for the 'verificaion stage'.


When I try to create the batch using the Batch Sender workflow in the sample, I get the following error: Create Batch: Failed to open session for the role type 'ScanningOperator' and workstation type 'Scanning'. Please ensure the User name and Password used for connecting to ABBYY FlexiCapture Application Server are correct.
What permissions I am missing?

IVR (“Interactive Voice Response”) systems are often the first point of contact for customers as part of an enterprise’s contact care system. Unfortunately, IVRs often fall short on the promise of providing “self-service” solutions for customers as IVRs are only capable of connecting to systems that are accessible via API, which even when available can be expensive to implement such solutions.

With UiPath’s Robotic Process Automation (RPA) platform, Amazon Connect can be connected to any system via RPA, drastically expanding IVR fulfillment capabilities to gather information and perform actions across a plethora of systems from on-prem mainframes to cloud-based web services. Increasing the success rate of customer requests being fulfilled by the self-service IVR frees your contact center agents up to work on more complex customer issues. The results? Improved customer and employee experiences, enhanced accuracy, reduced Average Handling Time (“AHT”), and acceleration of your digital transformation initiatives, resulting in a rapid return on investment.

UiPath is a Select Tier Technology Partner of the AWS Partner Network. Learn more about the UiPath-AWS Partnership.

The UiPath Enterprise Platform connects Amazon Connect to any system, including those not previously accessible via Amazon Connect. This enables a zero-touch, fully automated contact center solution and complete customer self-service, freeing up agents to work on more complex customer issues.​ This integration services all regions where Amazon Connect is available globally across Americas, EMEA, and APAC.

The UiPath Enterprise Platform connects Amazon Connect to any system, including those not previously accessible via Amazon Connect.

Principal product manager

Deep learning now allows us to easily create artificial intelligence to help automate analysis techniques which were previously thought impossible for computers. In this project, I use deep learning model to accurately diagnose pneumonia through chest x-ray image inputs and UiPath automating the deep learning training and testing process.

1. I chose a simple architecture to work on.

2. Because first few layers capture general details like colour blobs, patches, edges, so, instead of randomly initialize weights for these layers, it would be much better if you fine-tune them by importing the pre-trained weights from imagenet.

3. I added layers that introduce a lesser number of parameters. For example, SeparableConv in Keras is a good replacement for Conv layer. It introduces less number of parameters and filters comparing to normal convolution while capturing more information.

4. I also added a batch norm with convolutions. For a deep network, the batch norm is an efficient choice.

5. I put dense layers at the end and trained with a higher learning rate and experiment with the number of neurons in the dense layers. Once the model learnt a good depth, I started training my network with a lower learning rate along with decay.

After saving the best deep learning model, I built a workflow in UiPath to automate my testing process. The workflow will load the deep learning model, ask the users to select their chest Xray image and use the pre-trained model to test on the selected image. The diagnosis results will be displayed in a message box along with the selected image. All results will be saved into a log so that users can keep track of their testing process.

Deep learning model to accurately diagnose pneumonia through chest Xray image inputs and UiPath automating the deep learning training and testing process

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Research Assistant

what is the password to use the app? cant find it anywhere

but there is not anything mentioned to do change in Main.py file. and I think there is a lot of info is missing for prerequisite, can you please check.

As I can see we have to create env with env name opencv-env  and also the sys path has been set to you local system path 

sys.path.append('C:/Users/Mango/Download/Anaconda3/envs/opencv-env/Lib/site-packages')

Try Again - True/yes part is working but not the False/no part.

 - 私は医者ではないので信憑性の判断はできませんが、こんなことができるなんてすばらしい。


 - This is interesting. Is this currently in use for any of the medical sectors / teams? I see a False Positive of 2% on a sample size of 624. So 8 out of 390 cases. Is that acceptable?


I think you've shown one optimal solution for the fusion of RPA and ML. It's wonderful.

This template can be used as a starting point for automating processes where the input data comes from an Excel file or other tabular data.

The project was created starting from the standard Robotic Enterprise Framework, available in UiPath Studio starting with version 2018.1. Several changes were made:

TransactionItem variable type changed to DataRow, instead of QueueItem.

Input data is read in the Init state and kept in memory in the TransactionData variable.

GetTransactionData workflow was changed accordingly to get a DataRow from input data based in Transaction Number.

A status file is created in the Init state and updated after each transaction, in SetTransactionStatus workflow.

InputFilePath - can be either a CSV file (.csv file extension) or an Excel file (any supported extension)

InputFileSheetName (used only for Excel input files)

InputFileEncoding (used only if input file is in CSV format)

StatusFileFormat - currently only two formats are supported: Excel (default) or CSV

StatusFileExcludeColumns - allows you to omit specific columns from the Status file.

Robotic Enterprise Framework configured and optimized to get the input data from a tabular data source, such as an Excel or CSV file.

Excel ファイルや CSV ファイルなど、表形式データソースからの入力データを取得するために設定および最適化された Robotic Enterprise Framework。 入力データを Excel ファイルなどの表データから取得するプロセスを自動化するための出発点として、このテンプレートを使用できます。

RPA Consultant

What is the advantage of using this template? Is it possible to run thin on multiple robots at once?

When using this framework Status file doesnot have header

Hi Silviu,Is it possible to edit the name of this project? to promote re use of this framework?Thanks,Owen

Hi Silviu,An enhancement, in framework request to add remarks for Success transaction for status file ion Remarks column in status file is empty for Success Transaction (Remarks=string.empty). Is it worth creating out argument for Remarks in Process.xaml.If you can suggest some other better workaround for it.Please mailTo: dnigam@vmware.com for any queries and questions. Thanks,Devashish

Hi Silviu, Thanks for developing this. This saves a ton of time. Can you explain how to install it such that it will appear as an option on UiPath Studio?

Hey Silviu, great work so far!Question: if I need to append one extra column (scrapped text from application) to the generated status file (excel sheet) what do you recommend doing? modifying settransaction data or doing directly on the process? so basically I have a tabular data that I input in a application, but I would like to add that extra information that is generated after those inputs are done (something like a confirmation code) on a windows desktop custom app

Thanks a lot for the template. It is really useful. I'm expericencing some troubles while extracting zip files though. 12 files encountered errors in the headers, including Config.xlsx. I think I can make them up on my own, but it would be nice if you can fix this in case anyone else faces it in the future.

Ready made REFrameWork for Excel - Interesting modification to the original REFrameWork to be ready made for Excel files. The additions of the Status File with configurable log fields is very nice and allows for further manipulations of the failed transactions by the operations team. Although not many structural changes to the original version, really helps to get started in the same way for tabular input for all projects.
The modularity also helps and one can change the SetTransactionStatus.xaml as well as the new CreateStatusFile.xaml to fit different needs.
I would suggest as new features for a future release:
Configurable columns in the Status File - based on the log fields maybe? Although a separation might be better. This might be required in case parts of the transaction information is confidential and one might want to hide certain columns from the status file (which can be further sent over email automatically)
Currently Excel is supported without modification of the framework. The input file can be csv for instance, so a check for the extension and automatically using the correct activity (Read CSV vs Read Range). Also, native support for DB. Maybe another layer of separation (outside of Init) which will output the Transactions DataTable.
An interesting and useful feature is having support for resuming the work done based on what has been already processed (status file) - kind of the same mechanism that the Orchestrator queue has, but limited to one robot only (locally).


Very Useful - Thanks Silviu for this, it is very useful!


Very useful - Hello Silviu
, thanks for the collaboration. I have used this framework without any failure.


Excellent Work - Framework really wonderful. Added more additional sequences. Excellent work guys.


A very useful RE Framework - This is a very useful REFramework if you don't need Orchestrator. Very clean and friendly framework. Very good job Silviu !


Clean and Useful REFramework!  - Very useful if you don't use Orchestrator. Congrats! Good Job!


Very useful !!  - Very useful !! After few bug fixes it would be great (Bugs URL: https://go.uipath.com/question/reframework-for-tabular-data)


Very useful and nicely built - Very useful and the workflow is quite user friendly and easily understandable.. Well done..
As an additional node, I was think about getting data from text files which are delimited by a special character. Would be glad if such scenarios also can be considered and added as a structured datatable which can be used for processing. It would go hand in hand with CSV's and excel files :)
Thanks for your effort on this.. This is one of the best solutions i have seen for structured data..


Useful as a design pattern! - Useful as a framework design pattern for processing Excel tabular data!
Thank you!


 - Very simple REF but powerful and comes in handy!!!
Great work !


 - Thanks Silviu - really appreciate you taking the time to create this. I've used it on many occasions when tabular data is used. :) 


Looks like a great template but I am getting errors extracting the downloaded zip file. This was also recently reported by someone else in the Questions section
(resubmitted review changing from 3 to 5 stars: I was able to successfully extract the zip when downloaded from github. Hopes this helps someone else looking to use this template)

- Thanks Silviu, It is very useful framework! I will use it a lot! Good Job!

UiPath’s vision for the “Automation First” era has led to the addition in its market-leading Enterprise RPA Platform of dedicated official out-of-the-box IT Automation capabilities that empower all companies to take their Digital Transformation to the next level. Official activities packs:

The IT Automation focused solution comprises four components:

IT Infrastructure and Services Management

..that offer a strong value proposition to all levels:

RPA Developers: the new IT Automation activities and workflow templates empower developers to accelerate the building of end-to-end business automation that can now include background running IT tasks and operations (User Management, Server Management, Cost Control & Green Computing, Cloud Migration, and more)

IT Leaders: the new capabilities enable IT Departments to automate previously un-addressable scenarios and further increase their agility (faster response to IT requests, incidents), efficiency (lower IT costs).

Cybersecurity Engineers: Azure public-facing Virtual Machines can be secured from brute force attacks with the solution’s ready to use workflows that block attacker IP addresses in the VM’s Network Security Groups. The Security Center Alerts types that can be processed automatically are: Suspicious authentication activity, Possible incoming SQL brute force attempts detected, Web Fingerprint Detected, and Failed SSH brute force attack.

Business Execs: UiPath’s IT workflow solutions integrate seamlessly with existing IT eco-systems and further accelerate the already fast ROI that comes with UiPath’s Enterprise RPA platform.

unpack the workflows in you preferred location (e.g. Documents\UiPath)

Workflows that enable organizations from all industries to accelerate the automation of their IT ecosystem in the areas of Cloud, Server Virtualization, User Management, Security, Networking and more.

The Ephesoft package can do digitization of semi structured and unstructured data.Package consists of 7 activitiesTransact Scope&nbsp;-&nbsp;The activity opens a connection to your instance of Transact, allowing all contained activities to be authenticated. Also pulls Batch Classes to be used at design time.&nbsp;Upload Batch&nbsp;- The activity sends multiple files to your Batch Class for processing.Get All Batch Instances&nbsp;- The activity retrieves all active Batches with a specified status.Classify Document&nbsp;-&nbsp;The activity submits a (potentially multi-page document) for OCR and classification. As this file can contain multiple different types of documents (e.g. invoice, contract, transcript...), a list of all constituent document types is returned along with the fields they may comprise.Single-Page Extraction&nbsp;-&nbsp;The activity submits a single-page file for fast OCR, classification, and extraction of fields.Multi-Page Extraction&nbsp;-&nbsp;The activity will submit multi-page files covering several document types and tables for processing.&nbsp;Get Extraction Results&nbsp;-&nbsp;Retrieves extracted fields and tables using the reference code from the previous activity. <a href=https://integrations.uipath.com/docs/ephesoft-transact target=_blank>Click here for documentation on the activities</a>

Ephesoft Transact offers machine learning-powered extraction of structured or unstructured documents

Connect Dev

if you can provide any demo workflow? would be apprcitaed 

I am exploring But had some quires ..if you can provide any demo workflow? Thanks Advance

Is it possible to explain how the document classification confidence score is calculated? With some documents (between 2-5%) I am getting different results with this compared to the 'test classification' function on transact, the API (/rest/ocrClassifyExtract), and the document review function. 

The documentation mentions it's a Lucene score? This seems to suggest it's linked to the search classification plugin but this is disabled in the batch class I am using and when manually tested, provides a significantly different result.

For Example: When the same document is run through the various pathways the results are:

Test Classification (search classification):   Type A (24%)

Easy to set up, easy to use - I've installed it and was using it in a matter of minutes. 


Single document extracts - I just started developing using this solution but so far it has been intuitive. One change would be great if the output was in a datatable instead of a collection.


Provides an introduction on how to use ServiceNow API endpoints for UiPath automation. Not an exhaustive implementation, but should be considered more as a starting point and an example on how to use the HTTP Request activity to perform different actions on ServiceNow platform. API automation is faster at run-time compared with traditional UI automation, at the cost of additional learning required for the API endpoints methods and parameters.Several components to perform different actions in ServiceNow application using the API:<ul><li>DownloadAttachment.xaml&nbsp;-&nbsp;This workflow gets the binary file attachment for a given Attachement ID value and saves it in a specified File Path.</li><li>DownloadTaskList.xaml&nbsp;-&nbsp;Download the tasks filtered by specified criteria in one of the supported output formats. The output file can be in different formats, such as XLSX, XLS, PDF, CSV. Other formats are supported by Service Now api, but not implemented or tested in this workflow.</li><li>GetAttachmentsList.xaml&nbsp;- This workflow gets the attachments list for a record in a given table. The output if formated as a DataTable with 4 columns for the attachment ID, file name, content type and size in bytes.</li><li>GetRecord.xaml&nbsp;-&nbsp;This method retrieves the record identified by a specified Identifier in a given table.The Display Values are returned, instead of internal values and the reference links are not returned.</li><li>GetRecords.xaml&nbsp;-&nbsp;Retrieves multiple records for the specified table filtered by specified criteria. We can also specify is an array with the fields that are retrieved from the webservice. Correspond to the Service Now sysparm_fields parameter.</li><li>GetRequestItemVariables.xaml&nbsp;-&nbsp;This method retrieves the variables for a given request item.&nbsp;Only the variable name (internal) and value are retrieved.&nbsp;Uses the GetRecords.xaml workflow configured for the Variables table (sc_item_option_mtom), the query parameter for Request Item filtering and the output includes only two fields - variable's name and value.</li><li>UpdateRecord.xaml&nbsp;-&nbsp;This workflow updates the specified record with the new data contained in the input DataTable object. At least two columns are required, first column is used for field name and the second column is used for new value.</li></ul>Communication with ServiceNow application is done using the HTTP Request activity, found in the UiPath.WebAPI.Activities package.&nbsp;All requests are authenticated using HTTP Basic Authentication which is secure only when secure HTTP is used.How to get a test environment for ServiceNow:Signup for a ServiceNow account <a href="https://signon.service-now.com/ssoregister.do?redirectUri=https://developer.servicenow.com" target="_blank">here</a>.Login to ServiceNow, after account is created.Request a <a href="https://developer.servicenow.com/app.do#!/instance" target="_blank">test instance</a>. Note: the instance is deleted after 10 days of inactivity.Login to your test instance.&nbsp;

Components to perform different actions on the ServiceNow platform using the REST API endpoints.

ServiceNow API エンドポイントの UiPath オートメーションでの使用方法を紹介するコンポーネントです。実装が容易で、ServiceNow プラットフォーム上で様々な処理を実行する HTTP Request アクティビティの使用方法を学ぶサンプルとしても利用できます。API エンドポイントのメソッドとパラメーターについての習得コストを考えても、API オートメーションは従来の UI オートメーションに比べ高速です。API を使用して ServiceNow アプリケーションでの処理を実行するコンポーネントは次の通りです。<ul><li>DownloadAttachment.xaml&nbsp;- 指定された Attachment ID (添付 ID) の添付バイナリを取得し、指定された File Path (ファイルパス) でファイルを保存する</li><li>DownloadTaskList.xaml&nbsp;- 指定された条件でフィルタリングしたタスクをダウンロードする (利用できるダウンロードの出力形式には、XLSX、XLS、PDF、CSV があるが、ServiceNow API でサポートされているその他の出力形式については未実装あるいは未テスト)</li><li>GetAttachmentsList.xaml&nbsp;- 指定されたテーブルのレコードに対し添付リストを取得する。出力形式は DataTable で Attachment ID (添付 ID)、File Name (ファイル名)、Content type (コンテンツタイプ)、Size (サイズ - バイト数) の 4 列を持つ</li><li>GetRecord.xaml&nbsp;- 指定されたテーブルにおいて Identifier (識別子) で特定されたレコードを取得する。Display Values が戻され、内部の値と参照リンクはもどされない</li><li>GetRecords.xaml&nbsp;- 指定されたテーブルにおいて指定された条件でフィルタリングして得られた複数のレコードを取得する。ウェブサービスから取得された複数のフィールドからなる配列を指定することも可能。ServiceNow の sysparm_fields パラメーターに対応する</li><li>GetRequestItemVariables.xaml&nbsp;- リクエストアイテム用の変数を取得する。取得するのは変数名 (内部) と値のみ。Variables テーブル (sc_item_option_mtom)、Request アイテムをフィルタリングするクエリ、2 項目 (変数名と値) だけを含む出力用に設定された GetRecords.xaml を使用する</li><li>UpdateRecord.xaml&nbsp;- 入力の DataTable オブジェクトに含まれる新しいデータで指定されたレコードを更新する。最低 2 つの列 (1 つ目がフィールド名、2 つ目が新しい値) を必要とする</li></ul>ServiceNow アプリケーションとの通信は UiPath.WebAPI.Activities パッケージの HTTP Request アクティビティを使って行われます。すべてのリクエストの認証は、HTTP Basic Authentication (セキュア HTTP が使用される場合にのみセキュアとなる) で行われます。ServiceNow 用のテスト環境の取得方法は下記のとおりです。<ul><li>ServiceNow アカウントを<a href="https://signon.service-now.com/ssoregister.do?redirectUri=https://developer.servicenow.com" target="_blank">登録</a></li><li>アカウント作成後に ServiceNow にログイン</li><li><a href="https://developer.servicenow.com/app.do#!/instance" target="_blank">テストインスタンス</a>をリクエスト&nbsp;注意: 使用されない日が 10 日続くと、インスタンスは削除されます</li><li>テストインスタンスにログイン</li></ul>

ServiceNow プラットフォーム上の操作を REST API エンドポイントを使って実行できるコンポーネント

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