📣 Learn about using Generative AI in studio web and document understanding from two of our top UiPath experts in this session. Find out about generative extraction and classification of documents and connectors that are available in Studio that you can use. You will be shown a demonstration on Generative AI. There will be time to respond to any questions you have at the end of the session. Generative extraction and classification of Documents in Studio Web. AI connectors and APIs that are currently available in Studio. Gen AI Demo. 👨🏽‍🤝‍👨🏻 Speakers: Monica Luca, Senior Product Manager @UiPath Scott Schoenberger, Senior Product Manager @ UiPath

1. UiPath Americas
Community
AI Developer Session
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UiPath. All rights reserved.

2. 2
Agenda
01
02
03
04
Intro
Generative extraction & classification of Documents in Studio Web
Common Generative AI Connector Use Cases
Q&A

3. Generative
extraction &
classification in
Studio Web
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Public Preview

4. Intro
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About us

5. 5
What is It?
Classify Document and
Extract Document Data
Activities enhanced with
generative capabilities, allowing
users to input a prompt based
on which the document is
classified, or data is extracted
from it – no model setup
required, just activities!
Who Needs It?
- Citizen & RPA developers
looking to leverage
Document Understanding
- without model setup, to
quickly get up & running
when pretrained models are
not available
- to process unstructured
documents
Customer Benefits
- Ability to process
unstructured documents
- Get up & running quickly, no
model setup required
Generative extraction & classification in
Studio Web

6. 6
Use Cases
1. As a recruiter, I want to search for skilled candidates (a certain skill set) in CVs. Before extracting
the data, I want to see whether the documents sent via email are indeed CVs – or something else
(e.g., Cover letter)
2. As a Lawyer, when identifying a certain type of contract, then I want to extract certain clauses if
available in contracts.
3. As an HR Manager, I want to extract the name & dob of employees, regardless of whether from
passport, id or drivers license - I just need these 2 fields.

7. 7
Let’s See It

8. Using
Generative AI
Connectors
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GA

9. 9
• Large Connector Catalog of
pre-built API connectors
• Curated Activity Packs for a
uniform, productive
integration experience for
users, developers and
partners
• Robots react and respond
automatically with server-side
triggers to any business
process event
• Seamlessly available across
the UiPath Business
Automation Platform
Start quickly with prebuilt connectors

10. 10
Generative AI Connectors
Google Vertex
- Access to text/chat bison (PaLM 2)
OpenAI & Azure OpenAI
- GPT-3, 3.5, 4
- Text/chat
Anthropic
- Claude2, Claude
Instant
SageMaker
- Jumpstart, Custom,
AWS Marketplace
Bedrock Coming Soon!
- Titan
- AI21 Labs
- Anthropic
What are we missing?

11. 11
Common Use Cases
1. Summarize Text: Summarize candidate's resume and send summary to interviewer ahead of
interview
2. Question Answering: Using an uploaded legal document as context, answer various questions
and return answers in a usable format for form submission / upload into a database
3. Classification: Determine the sentiment of customer reviews according to a particular rating
scale
4. Translation of documents: Translate and/or transliterate documents from a detected language
to a target language
5. Forecasting: Reviewing various data sources, return a summary of product usage trends along
with insights to further investigate

12. 12
Let’s See It

13. Q&A
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14. Thank you
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