![Lahiru Fernando](/img/default-banner.jpg)
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Lahiru Fernando
Registrace 25. 12. 2008
Welcome to my Channel!
My name is Lahiru Fernando, and I'm incredibly passionate about increasing education and diversity in Robotic Process Automation. Subscribe for videos that break down all things in UiPath, and in the world of Robotic Process Automation.
Introduce yourself in the comments and looking forward to hear your suggestions, ideas, and feedback!
Disclaimer: All content is my own and does not reflect my current, past, or future employers.
Keep up with me at the links below 👇
My name is Lahiru Fernando, and I'm incredibly passionate about increasing education and diversity in Robotic Process Automation. Subscribe for videos that break down all things in UiPath, and in the world of Robotic Process Automation.
Introduce yourself in the comments and looking forward to hear your suggestions, ideas, and feedback!
Disclaimer: All content is my own and does not reflect my current, past, or future employers.
Keep up with me at the links below 👇
Introduction to Generative AI | How Generative AI Work | @LahiruFernando
This video covers the basics of Generative AI. Understanding the basics and how Generative AI works helps you to correctly apply these technologies in real-world use cases.
*Topics Covered*
----------------------------------
0:00 - Introduction
1:15 - Overview of Generative AI
02:59 - Technology Behind Generative AI and Models
06:13 - Types of Generative AI Based on Data
09:48 - Technology and Platform Providers for Generative AI
14:41 - How Generative AI Work
🔗 *Other Related Content from Channel*
----------------------------------
_UiPath Document Understanding - Generative Classifier and Extractor for Understructured Documents_
czcams.com/video/8dc6E5wY9bU/video.html
_UiPath Document Understanding - Generative Extractor for Tabular Data Extraction and Formatting_
czcams.com/video/BwX5v3UnxfY/video.html
_UiPath with Google Gen App Builder - Use Case Demo_
czcams.com/video/Jl-qzL46yXc/video.html
_UiPath Document Understanding - Generative Validation Explained_
czcams.com/video/VunCSb5hYPE/video.html
📳 *Connect on Social Media*
----------------------------------
► Linkedin: www.linkedin.com/in/lahiru-fernando-6262a429/
► Instagram: lahirufernando90
► Website: www.lahirufernandocreates.com/
► Email: lahirufernando90@gmail.com
#UiPath #generativeai #generativemodels #artificialintelligence #uipathcommunity #intelligentautomation #lahirufernando
*Search Terms*
----------------------------------
- Generative AI Overview
- Introduction to Generative AI
- Generative AI basics
- Understand GenAI
- How does GenAI work
- Generative AI technology providers
- Prompt engineering
- Large language models
- UiPath
- UiPath community
- AI agents
*Topics Covered*
----------------------------------
0:00 - Introduction
1:15 - Overview of Generative AI
02:59 - Technology Behind Generative AI and Models
06:13 - Types of Generative AI Based on Data
09:48 - Technology and Platform Providers for Generative AI
14:41 - How Generative AI Work
🔗 *Other Related Content from Channel*
----------------------------------
_UiPath Document Understanding - Generative Classifier and Extractor for Understructured Documents_
czcams.com/video/8dc6E5wY9bU/video.html
_UiPath Document Understanding - Generative Extractor for Tabular Data Extraction and Formatting_
czcams.com/video/BwX5v3UnxfY/video.html
_UiPath with Google Gen App Builder - Use Case Demo_
czcams.com/video/Jl-qzL46yXc/video.html
_UiPath Document Understanding - Generative Validation Explained_
czcams.com/video/VunCSb5hYPE/video.html
📳 *Connect on Social Media*
----------------------------------
► Linkedin: www.linkedin.com/in/lahiru-fernando-6262a429/
► Instagram: lahirufernando90
► Website: www.lahirufernandocreates.com/
► Email: lahirufernando90@gmail.com
#UiPath #generativeai #generativemodels #artificialintelligence #uipathcommunity #intelligentautomation #lahirufernando
*Search Terms*
----------------------------------
- Generative AI Overview
- Introduction to Generative AI
- Generative AI basics
- Understand GenAI
- How does GenAI work
- Generative AI technology providers
- Prompt engineering
- Large language models
- UiPath
- UiPath community
- AI agents
zhlédnutí: 117
Video
Specialized AI Professional Certification Prep |E15| Communications Mining - Labels @LahiruFernando
zhlédnutí 294Před 4 měsíci
UiPath Communications Mining is a tool that provides AI capabilities to analyze your communication data. The AI model requires certain information during the training stage to understand and learn from your data. Some of the information required are verbatims, labels, entities, and metadata. This video covers the points you need to know about verbatims and Labels. The points discussed here are ...
UiPath Document Understanding - Generative Validation Explained | 2023.12 Release |@LahiruFernando
zhlédnutí 429Před 4 měsíci
Generative AI capabilities are changing how we build AI solutions to perform complex tasks. Document processing is one of the activities that require AI to accurately handle different variations. However, AI-powered document processing doesn't mean it can perform everything without human involvement. AI capabilities have proved themselves in processing complex documents. However, validating the...
Specialized AI Professional Certification Prep |E14| Communications Mining Overview |@LahiruFernando
zhlédnutí 340Před 4 měsíci
UiPath Communications Mining is a platform that can process unstructured communication data. It helps extract meaningful structured data and identify opportunities for improvement. Communications mining is an important topic to learn for the Specialized AI Professional certification. This video is the start of a series on UiPath Communications Mining explaining its concepts, techniques, and how...
Specialized AI Professional Certification Prep |E13| Document Understanding Template|@LahiruFernando
zhlédnutí 264Před 5 měsíci
UiPath Document Understanding Template is typically used as the base for any document understanding solution. It offers prebuilt workflows for attended and unattended document processing. The video explains the template and its components in detail. *Topics Covered* 0:00 - Introduction and upcoming videos on Communications Mining 1:50 - Document Understanding Template Explained 26:00 - Addition...
Specialized AI Professional Certification Prep | Ep12| Training DU Classifiers | @LahiruFernando
zhlédnutí 186Před 5 měsíci
There are three different classifiers available in UiPath Document Understanding. The classifiers are trained in two stages; initial training and fine-tuning based on manually verified data. The tutorial explains the training activities, training methods, and features available for training classifiers. *Topics Covered* 0:00 - Introduction 0:30 - What are the trainable classifiers in Document U...
Specialized AI Professional Certification Prep| E10| Classifiers and Best Practices |@LahiruFernando
zhlédnutí 184Před 5 měsíci
Classification is one of the important steps in UiPath Document Understanding. It specifies the type of the document that is being processed. However, it is not mandatory to perform classification every time. This tutorial explains several key points that you need to know about Classification in UiPath Document Understanding. *Topics Covered* 0:00 - Introduction 0:50 - What is Classification 01...
Specialized AI Professional Certification Prep| E10| Taxonomy Manager Field Configs |@LahiruFernando
zhlédnutí 139Před 6 měsíci
Taxonomy Manager in UiPath Document Understanding helps define the document and field structures. It contains features that enable extraction from dynamic layouts. Some of these features include extracting multiple values for a field and adding values that don't exist in the document. The video covers everything you need to know about how, why, and when to configure and use these properties. *T...
Specialized AI Professional Certification Prep| EP9 | Taxonomy and Taxonomy Manager |@LahiruFernando
zhlédnutí 170Před 6 měsíci
One of the important components of the UiPath Document Understanding is Taxonomy Management. In simple words, a defined taxonomy gives instructions to the bot on what documents you process along with the fields of interest. It is important to have a clear understanding of the taxonomy, usage, access methods, and best practices for defining a taxonomy. The video answers the following questions. ...
Specialized AI Professional Certification prep| EP8| Digitize Activity Configuration @LahiruFernando
zhlédnutí 173Před 6 měsíci
The Digitization of UiPath Document Understanding is not just OCR. It performs many activities behind the scenes to extract the best possible result from the documents. The video focuses on learning the different configurations available in the Digitize Document activity. Learning how and when to use these settings helps to generate the best results from the Digitization functions. *Topics Cove...
Specialized AI Professional Certification Prep| Ep7| Document Understanding OCR Services
zhlédnutí 210Před 7 měsíci
Optical Character Recognition (OCR) is one of the important parts of the Digitization step in UiPath Document Understanding. It is important to know the capabilities of different OCR engines and where OCR is applied within the platform. This information is useful when working with different document types and data extraction requirements. This video covers some information you need about OCR Se...
Specialized AI Professional Certification Prep| Ep6| Document Understanding Products @LahiruFernando
zhlédnutí 235Před 7 měsíci
UiPath Document Understanding enables automating simple to complex document automation tasks. It is a combination of multiple products that work together to get the best results. It is important to know what products are used for Document Understanding, and how they work together. The video focuses on describing the different products used for UiPath Document Understanding. *Watch Previous Epis...
Specialized AI Professional Certification Prep | Ep5 | AI Center Pipelines | @LahiruFernando
zhlédnutí 445Před 7 měsíci
AI Center Pipelines are one of the core parts of the UiPath AI Center. We use Pipelines to train and evaluate machine learning models. The video focuses more on explaining the pipelines and covers important points to remember for the Certified AI Professional certification. *Topics Covered* 0:00 - Introduction 00:30 - Information on AI Center Pipeline Screen 03:11 - Different Pipeline Types and...
Specialized AI Professional Certification Prep | Ep4 | AI Center ML Packages | @LahiruFernando
zhlédnutí 281Před 7 měsíci
ML Packages in UiPath AI Center provide all the code and metadata needed to train and deploy machine learning models. Understanding ML packages, functionality, and other concepts is important to work on any AI-powered automation. The video covers everything you need to know about ML packages in AI Center. *Video Chapters* - 0:00 - Introduction - 01:10 - Types of ML Packages - 01:55 - Methods to...
Specialized AI Professional Certification Prep | Ep3 | AI Center Data Sources |@LahiruFernando
zhlédnutí 250Před 7 měsíci
Specialized AI Professional Certification Prep | Ep3 | AI Center Data Sources |@LahiruFernando
Specialized AI Professional Certification| Ep 2 | AI Center Components | Prep Guide @LahiruFernando
zhlédnutí 621Před 7 měsíci
Specialized AI Professional Certification| Ep 2 | AI Center Components | Prep Guide @LahiruFernando
Specialized AI Professional Certification| Ep. 1 | Topics Covered | Prep Guide | @LahiruFernando
zhlédnutí 1,3KPřed 8 měsíci
Specialized AI Professional Certification| Ep. 1 | Topics Covered | Prep Guide | @LahiruFernando
UiPath Document Understanding Template Testing Digitize Workflows | @LahiruFernando #uipathcommunity
zhlédnutí 386Před 9 měsíci
UiPath Document Understanding Template Testing Digitize Workflows | @LahiruFernando #uipathcommunity
UiPath Document OCR - Endpoints Through AI Center | Quick Answers | @LahiruFernando #uipathcommunity
zhlédnutí 388Před 9 měsíci
UiPath Document OCR - Endpoints Through AI Center | Quick Answers | @LahiruFernando #uipathcommunity
UiPath Automation Developer - Specialized AI Training | Know the Content Covered | @LahiruFernando
zhlédnutí 198Před 9 měsíci
UiPath Automation Developer - Specialized AI Training | Know the Content Covered | @LahiruFernando
UiPath with Google Gen App Builder - Use Case Demo | @LahiruFernando | #generativeai
zhlédnutí 208Před 9 měsíci
UiPath with Google Gen App Builder - Use Case Demo | @LahiruFernando | #generativeai
UiPath Document Understanding Follow Up - After Dev Dives | @LahiruFernando | #documentunderstanding
zhlédnutí 208Před 10 měsíci
UiPath Document Understanding Follow Up - After Dev Dives | @LahiruFernando | #documentunderstanding
UiPath Document Understanding - Process Multiple Documents on a Single Page | RPA | IDP
zhlédnutí 433Před 11 měsíci
UiPath Document Understanding - Process Multiple Documents on a Single Page | RPA | IDP
UiPath Document Understanding - Generative Extractor for Tabular Data Extraction and Formatting
zhlédnutí 1,8KPřed 11 měsíci
UiPath Document Understanding - Generative Extractor for Tabular Data Extraction and Formatting
UiPath Document Understanding Template - Solution Architecture - Part 5 - Digitization
zhlédnutí 241Před 11 měsíci
UiPath Document Understanding Template - Solution Architecture - Part 5 - Digitization
UiPath Document Understanding - Generative Classifier and Extractor for Unstructured Documents
zhlédnutí 1,9KPřed 11 měsíci
UiPath Document Understanding - Generative Classifier and Extractor for Unstructured Documents
UiPath Document Understanding Template - Solution Architecture - Part 4 Initialization Components
zhlédnutí 276Před 11 měsíci
UiPath Document Understanding Template - Solution Architecture - Part 4 Initialization Components
New Book Release | Intelligent Document Processing: A Guide for Building RPA Solutions | RPA |
zhlédnutí 76Před rokem
New Book Release | Intelligent Document Processing: A Guide for Building RPA Solutions | RPA |
UiPath Document Understanding Solution Architecture - Part 3 | Understand Config File | RPA | DU
zhlédnutí 543Před rokem
UiPath Document Understanding Solution Architecture - Part 3 | Understand Config File | RPA | DU
UiPath Document Understanding Solution Architecture - Quick Setup - Document Understanding Template
zhlédnutí 1,4KPřed rokem
UiPath Document Understanding Solution Architecture - Quick Setup - Document Understanding Template
awesome video, regards from Colombia, have you ever thought of making a video doing the Sample Exam that Uipath provides to practice?
Great video!! What is the wait in other process sequence for?
Awesome explanation bro!!👏👏💪
Thank you bro🙏
Clear and to the point . Thanks !!!
Thank you so much! :)
Thanks for the this video
Hi @Lahiru, Thank you so much for the video series. I have one q, in the uipath documentation it is recommended to retrain the model on minor version as base version that is 0. Is there any particular reason you have chosen the minor version as retrained model version while running the pipeline at 44:30?
Hello Akshay< Thank you for the comment and a great question. Yes, the recommended one is to always use the base version (version 0) for the minor version. It was a small mistake on my side when I created the video.. Unfortunately I cannot edit that part on this one. But I published a separate video following this explaining which one to go with. So you are correct. it should always be zero for the minor version.
I do not see a way to pass the prompt externally ( tried to pass a variable but it did not work) ? Ideally the prompt query will be taken from the user and needs to be passed to the Extract Document Data Prompt , right?
Hello.. Sorry for the late response. You can use the latest Document Understanding activities to perform this task. It’s possible to dynamically assign prompts in the latest one. I also built similar workflows and it’s working perfectly 😊
What is new line separator u have used in generate datatable from text activity
Hi Shirish, In the Generate Data Table Wizard (timestamp 16:08), im using the option "[NewLine]" from the dropdown o specify the line separator.
Great content as always, but I cannot get ANY data out as JSON. Has anything changed since the release of this video?
Hello.. Hmm... I used it recently as well for something similar and it worked as usual. I don't think anything changed to not give you the JSON output. Maybe try with different prompts to see if it works?
Well planned and neatly explained ❤
Thank you bro!
Thanks for the videos, awaiting more videos on comms mining
Yes... more videos are coming in the next few days. I got busy with some project work and that's why the delay!! :)
Hi Lahiru, It's really amazing feature.Nice explanation. I have tried to implement the same code but facing Error ST-DBP-025 variables serialization. Could you please help me out.
Hello, Hmm.. I would like to see your code. Maybe you can share a screenshot on WhatsApp or my email?
Sure. Will send you via WhatsApp
Sure. I have texted you on linkedin.
P r o m o S M
Hi, do you have session 6 (classification) on this course?
Hi.. Classification is not a part of this as it is very well explained in the Advanced Document Understanding course. It’s exactly the same. Suggest you look for the classification video set in that series my friend
Can we add extra field which is not is schema.json file
Another great explanation, thanks Lahiru 👍👍
Hi Lahiru, This video was very informative, but the main challenge I’m having in reporting post the task completed, in case of large volume multiple tasks will be completed at the same time and resume hence updating the excel/report causing issues like excel used by another process as all tasks are in parellel for each, can you please help if there is any way or workaround to deal with this problem.
Hey Rohit, Seems like you are writing the output into a single excel file. I think what you can do is: before writing you can check whether the file is in use by another process. You can use a Retry activity inside a try catch. This way you can attempt to write, if fails wait for sometime and then try again in a loop.. What are your thoughts?
Hi Lahiru, Thank you so much for quick response. I tried adding the append activity in the retry scope and it worked seamlessly.
awesome video bro!
When is the best time to use anchors?
Anchors help adjust your template for slight changes like changes that happen while scanning. For example, scaling into smaller sizes, skewing, landscape, portrait page changes etc.
@@LahiruFernando Is it possible to have combination of anchor and custom area?
@@Kalbo07 Yes it is possible to have a custom area along with an Anchor. Al you have to do is the following: Once you are in the template editor, on the top there is an option to select Custom Area, Anchor, Token, etc. Select Anchor option. Now highlight the custom area that you want to extract (also known as the Target) and then indicate the anchors you want to include for the target. You can have one or many anchors depending on your use cases for a target
Hello, May I ask how can we train the other extractors aside from Machine Learning extractors? I referring to Form extractor, regex and intelligent extractors
Hello, At the moment retraining is only available for Machine Learning extractor because it uses AI models. The other extractors (regex and Form Extractor) are more rule based. Hence, those cannot be retrained. However, you can of course update the regex/ template configurations to make it capture more variations. For example: - add more dynamic regex patterns to capture text - add dynamic capabilities in templates like Anchors to allow slight variations in the structure (especially for scanned documents) - refine the capture regions in templates
@@LahiruFernando Thanks a lot man
Congrats my man
amazing bro!😍👏👏👏
Thank you so much 😀
Hi Lahiru. Sorry for the dumb question . When you are saying the slash key for selecting the row you mean forward slash and backward slash key. Also how can we access these docs for practicing purpose
Hey.. Im not sure how I missed your comment. Sorry for the late reply.. I'm referring to this one: "/" You can actually download Form 4 documents online for any company. It's publicly available. Do a quick Google search for SEC Form 4 for any company.
Hi Lahiru! Glad that you're doing videos on sAI. I am waiting for the Comm Min part.
Communication mining is coming soon!! I’m just a little bit slow until DevCon is over 😀
Please Lahiru my exam is in 11 days, I need you man!@@LahiruFernando
I have been asked in interviews about Insights . As a developer how much knowledge is required about insights
Hi.. Well, I don't think a developer should be an expert in UiPath Insights. Its a different product used for monitoring the automations. If I'm a developer, I haven't seen any requirement for me to know Insights as of now. However, its something good to know and have an understanding about what happens there. But for an Architect, yes they need to know about Insights.
@@LahiruFernando Thanks for the reply.
awesome bro.keep it up!🙌
Thank you so much 😀
Thanks for the detailed explanation .
Hello sir I am glad that I found your videos. This helps me a ton for my bachelor thesis. I know this video is older, some things within Ui Path and the AI Center look a bit different now, but I still managed to do it. Very Helpful video. Thank you!❤
Hi, Thank you so much for sharing your thoughts. This means a lot. Yes, the video is a bit old now and things are slightly different. But still, the concept we follow is the same. That’s the main thing we need to learn.. Great to hear you still find it helpful. Thanks once again for sharing
Can we know how many videos Will be uploaded related to this topic
There will be quite a lot actually. We have to cover everything about AI Center, DU, and Communication mining. I also refer to old videos I already have so we don’t need to repeat the content. Every video has a lot of related videos and documentation links that you can refer to for additional in-depth knowledge.. But do you think it’s a good idea to post something that includes the list of topics in this series (including the ones that are yet to be published)?
Sir, I can see all the data fields in ML skill after retrained instead of mentioned fields in labelling.. could you please help me am I missing anything here
Hello, In the machine learning extractor activity, have you retrieved the latest fields from the model? You can do this by clicking on Configure Extractors on the data extraction scope and clicking on the settings button for ML extractor. There you’ll see a button called Get Capabilities
@@LahiruFernando Thanks for your quick reply sir.. after retrain the model I can able to see the fields
@@bhavanakoturu597 Awesome... So its sorted :)
great
Hi Lahiru, Video is detailed and easy to go through. Thanks for it. I am getting ST-DBP-024 error when setting Main.Attended as main file and try to run. I am restricted to edit workflow analyzer settings. Could you please help me on this.
Very insightful... Thank you for the clear explanation. There are limited descriptions on the Tests part of the DU Process template. Please have another video on the Mocks. Thank you in advance!
Hi! I'm going through the "Build a Document Understanding Automation in Studio" training in UiPath Academy. There is a zip file that contains a sample workflow, but the invoices used in the video are not present. Is there somewhere in the Academy or elsewhere I can go to download these sample files to use? Or are you able to share them with me? Thanks for your help.
Actually, I found an invoice in one of the folders from the performer. Not sure if there are any others besides this one, but at least I have this one.
Thank You creating this playlist
please change your mic sir
HI.. thanks for the feedback. Im working on it.. You'll get improved audio soon :)
@@LahiruFernando thank you sir...one more thing please upload a end to end use case project in du with ai center...and du framework also it will very helpfull for us...thanks
@@user-nh5ot9fq1j will surely do along with these videos. Thanks for your suggestion my friend
Nice.... Please plan to DU and Ai centre with Action centre one week course ❤
great content!
great initiative on specialized ai program bro! hats off 🙌🙌😊😊
I've been thoroughly enjoying your series-it's truly amazing! I wanted to suggest a potential improvement for the audio quality, and one thing that might enhance it is considering the use of a condenser microphone. I believe it could contribute to an even better overall experience for your audience. Just a friendly suggestion to elevate an already fantastic series!
Hello my friend, Really happy to know you love the videos. Thank you so much for the awesome feedback and improvement ideas. I’m always happy to hear it and it means a lot. I will consider this and do my best to improve. I just started my vacation. So have time to look into it more 😀 Thanks again for the awesome tips my friend..
Excellent video
Very helpful video. I did the same approach suggested by you but when i am trying to retain the ML skill i am getting error : some documents contain fields which are not found in current schema do you have any idea on this error
Hello.. That’s a weird error.. Have you used the schema from out of the box model or did you create it from scratch?
@@LahiruFernando I used India invoice scheme from box model
@@j.v.manojkumar2673 Can you try the Normal Invoice model and see if that works?
@@LahiruFernando Sure I will try it and let you know. Thanks for responding.
This is awesome, feel appreciated Lahiru. How do I access Part 2 of this?
Nice 👍
Hi I am using the ML Skill for Generic Documents , it is trained on 10 docs but still no data is extracted in Validation Station , please help on this
Hello, Have you enabled the Extractor to extract the fields through the Configure Extractors option in the Data Extraction Scope? If that doesn't work, try whether it is working on a trained document. If not, you may need more sample documents to train the model better. Let me know if this helps
Yes Sir I have configured the extractor and on get capability I am getting all the required fields
On the invoice type document it is working but then on generic it is not working, I have 20 sample data so I just used 10 let me add a few more and check
Thanks Lahiru, for all your time & efforts on this, much appreciated!
Brother is it free and live session? When it will start? I can't wait anymore
It is already available in the UiPath Academy under Learning Plans
How can I use other activities to get the IResource data type as input?
HI, You can use the File Exists activity. It gives the IResource output for all files stored in the local drives.
Excellent !! Please throw more light on internal architecture
Hi Yash bahi, I am working on a uipath document understanding project, With DU template Cab you please suggest, which video i cannl refer in your list. Any way to connect with you
Hi.. You can go through the advanced document understanding course to understand how to create workflows. You can also check the model training playlist for ml training.. This video has a QR that you can use to connect with me on WhatsApp. Scan and let’s connect 😊