- Overview
- UiPath GenAI Activities
- Release notes
- About the UiPath GenAI Activities package
- Project compatibility
- Working with UiPath GenAI activities
- Supported models
- Act! 365
- ActiveCampaign
- Adobe Acrobat Sign
- Adobe PDF Services
- Amazon Bedrock
- Amazon Connect
- Amazon Polly
- Amazon SES
- Amazon Transcribe
- Anthropic Claude
- Asana
- AWeber
- Azure AI Document Intelligence
- Azure Maps
- BambooHR
- Box
- Release notes
- About the Box activity package
- Project compatibility
- Add Shared Link to File
- Add Shared Link to Folder
- Search for Content
- Cancel Sign Request
- List Sign Requests
- Create Sign Request
- Resend Sign Request
- Upload File Version
- Copy File
- Delete File
- Download File
- Get File Info
- Get Folder Items
- Upload File
- Copy Folder
- Create Folder
- Delete Folder
- Delete Record
- Get Record
- Insert Record
- Replace Record
- List All Records
- Brevo
- Calendly
- Campaign Monitor
- Cisco Webex Teams
- Citrix ShareFile
- Clearbit
- Confluence Cloud
- Constant Contact
- Coupa
- Customer.io
- Datadog
- Deputy
- Discord - Preview
- DocuSign
- Drip
- Dropbox
- Dropbox Business
- Egnyte
- Eventbrite
- Exchangerates
- Expensify
- Facebook
- Freshbooks
- Freshdesk
- Freshsales - Preview
- Freshservice
- GetResponse
- GitHub
- Google Maps
- Google Speech-to-Text
- Google Text-to-Speech
- Google Vertex
- Google Vision - Preview
- GoToWebinar
- Release Notes
- About the GoToWebinar activity package
- Project Compatibility
- Delete Webinar
- Get Webinar
- Get Webinar Meeting Times
- Get Webinar Registrant
- Get Webinar Start URL
- List Account Webinars
- List All In Session Webinars
- List All Webinar Attendees
- List All Webinar Registrants
- List All Webinars
- Quick Create Webinar
- Quick Update Webinar
- Search Recording Assets
- Delete Record
- Get Record
- Insert Record
- List All Records
- List Records
- API References
- Greenhouse
- Hootsuite
- HTTP Webhook
- Hubspot CRM
- HubSpot Marketing
- iContact
- Insightly CRM
- Intercom
- Jira
- Release notes
- About the Jira activity package
- Project compatibility
- Create Issue
- Add Issue Attachment
- Download Issue Attachment
- Get Instance Details
- Add Comment
- Get Comments
- Get Issue
- Search Issues by JQL
- Update Issue
- Update Issue Assignee
- Find User by Email Address or Display Name
- Update Issue Status
- Delete Record
- Get Record
- Insert Record
- List All Records
- Replace Record
- Upsert Record
- Invoke Operation
- Delete Issue
- Event Trigger
- Keap
- Klaviyo
- LinkedIn
- Mailchimp
- Mailjet
- MailerLite
- Mailgun
- Marketo
- Microsoft Azure OpenAI
- Microsoft Dynamics CRM
- Microsoft Sentiment
- Microsoft Teams
- Release Notes
- About the Microsoft Teams activity package
- Project compatibility
- Create Channel
- Invite Member to Channel
- List All Channels
- Send Individual Chat Message
- Reply to Channel Message
- Create Online Teams Meeting
- Send Channel Message
- Send Group Chat Message
- Get Channel by Name
- Get Individual Chat
- Get Team by Name
- Invite User to Team
- List All Channel Messages
- List All Chat Messages
- List All Team Members
- Get Online Teams Meeting
- List All Recordings
- List All Transcripts
- Download Meeting Transcript/Recording
- List All Records
- Insert Record
- Update Record
- Get Record
- Delete Record
- Technical references
- Microsoft Translator
- Microsoft Vision
- Miro
- Okta
- OpenAI
- Oracle Eloqua
- Oracle NetSuite
- Release Notes
- About the Oracle NetSuite activity package
- Project Compatibility
- Delete Record
- Get Record
- Insert Record
- List All Records
- Update Record
- Create Basic Company Customer
- Create Basic Company Vendor
- Create Basic Contact
- Create Basic Individual Customer
- Create Basic Individual Vendor
- Create Basic Support Case
- Update Basic Company Customer
- Update Basic Company Vendor
- Update Basic Contact
- Update Basic Individual Customer
- Update Basic Individual Vendor
- Update Basic Support Case
- Customer Created
- Customer Updated
- Record Created
- Record Updated
- Support Case Raised
- Support Case Updated
- Vendor Created
- Vendor Updated
- PagerDuty
- Paypal
- PDFMonkey
- Pinecone
- Pipedrive
- QuickBooks Online
- Quip
- Salesforce
- Release Notes
- About the Salesforce activity package
- Project Compatibility
- Create Account
- Update Account
- Create Contact
- Update Contact
- Create Lead
- Update Lead
- Create Opportunity
- Upload File
- Download File
- Search Records
- Get Opportunity
- Get Lead
- Get Contact
- Get Account
- Add File to Record
- Create Bulk Upload Job
- Get Bulk Job Info
- Starts or Aborts Bulk Job
- Download SOQL Bulk Job Results
- Download Unprocessed Records of Bulk Upload
- Create Bulk Download Job Using SOQL
- Search Using String
- Get Object Fields
- Insert Record
- Get Record
- Delete Record
- Update Record
- List All Records
- Salesforce Marketing Cloud
- SAP BAPI - Preview
- SAP Cloud for Customer
- SAP Concur
- SendGrid
- ServiceNow
- Release Notes
- About the ServiceNow activity package
- Project Compatibility
- Troubleshooting
- Create New Incident
- Create Incident Task
- List All Incidents
- Update Incident
- Add Attachment
- Download Attachment
- Get Incident Task
- Get Attachment
- List All Attachments
- List All Incident Tasks
- Update Incident Task
- When an Event Happens
- Delete Attachment
- Delete Record
- Get Record
- Insert Record
- List All Records
- Update Record
- Incident Created
- Incident Updated
- Incident Task Created
- Incident Task Updated
- Record Created
- Record Updated
- Shopify
- Slack
- Release Notes
- About the Slack activity package
- Project compatibility
- Create Channel
- Invite Users to Channel
- Remove User from Channel
- Send File to Channel
- Send Message to Channel
- Send Message to User
- Send Reply
- Send Button Response
- Create User Group
- Get User
- List All User Groups
- List All Users
- Set Channel Topic
- Join Channel
- Archive Channel
- Create Group Direct Message
- Get Channel Info
- Button Clicked
- Troubleshooting
- SmartRecruiters
- Smartsheet
- Release notes
- About the Smartsheet activity package
- Project compatibility
- Attach URL to Sheet
- Add Column
- Update Column
- Add Row
- Update Row
- Get Sheet
- List All Sheets
- Attach File to Comment
- Search Everything
- Update Sheet
- Create Sheet from Template
- Send Sheet Via Email
- List All Folders
- Download Attachment
- Attach File to Row
- Attach URL to Row
- Attach File to Sheet
- List All Workspaces
- List All Attachments
- Delete Row
- Download Sheet
- Search Sheets
- Insert Record
- Get Record
- List All Records
- Delete Record
- Snowflake
- Stripe
- Sugar Enterprise
- Sugar Professional
- Sugar Sell
- Sugar Serve
- TangoCard
- Todoist
- Trello
- Twilio
- IBM WatsonX
- WhatsApp Business
- WooCommerce
- Workable
- Workday
- Workday REST - Preview
- X (formerly Twitter)
- Xero
- Release notes
- About the Xero activity package
- Project compatibility
- Create Contact
- List All Contacts
- Add Attachment to Contact
- Get Balance Sheet Report
- Get BAS Report
- Get GST Report
- Get Bank Summary Report
- Get Aged Receivables by Contact Report
- Get Attachments of a Contact
- Get Budget Summary Report
- Get Profit and Loss Report
- Get Trial Balance Report
- Get Executive Summary Report
- Get Aged Payables by Contact Report
- List Reports
- Delete Record
- List All Records
- Get Record
- Insert Record
- Replace Record
- Youtube
- Zendesk
- Zoho Campaigns
- Zoho Desk
- Zoho Mail
- Zoom
- ZoomInfo
Working with UiPath GenAI activities
The UiPath GenAI Activities allow you to take advantage of quality-gated, task-specific actions that don't require prompt development. Instead, these activities ask for key inputs with common data types. This speeds up the development process and removes the need for extensive testing for the most common applications of generative AI.
By design, the activities are less configurable, meaning they don't allow extensive free-form instructions for the models. This is on purpose, so that UiPath can offer a certain level of confidence if input instructions are followed. If free-text instruction and greater nuance are required for specific use cases, choose the Content Generation activity and build prompts that meet your unique needs.
Here is a summary of how the UiPath GenAI Activities work:
- Summarize Text – Provide the text to summarize, as well as additional options like output format, total words, etc. The output is the summarized text as a string.
- Generate Email – Provide the content that the email must contain, the writing style, output format, and the option to offer an example email to emulate. This can be returned in the language of the input or in another language.
- Rewrite – Provide the content to rewrite, rewrite instructions, total words, and an example. This can be returned in the language of the input or in another language.
- Translate – Input the text to translate and the language to translate to.
- Language Detection – Input the text from which to detect the language of.
- PII Filtering – Input the text to analyze for PII or PHI and which specific types of PII or PHI they are interested in finding. If none are selected, all will be searched for. The output includes the PII category, text, and a redacted version of the text removing all PII. This can be used on its own or run through a model without fear of PII being shared. Note that data is never retained by third-party models or used for training purposes.
- Categorize - Categorize content based on a provided set of categories and category descriptions.
- Named Entity Recognition - For a given text string, identify and classify named entities.
- Index and Ingest (Public Preview) - Index and ingest data from data sources to create embeddings to support Retrieval Augmented Generation (RAG) within UiPath GenAI Activities. Supports Context Grounding.
- Delete Index (Public Preview) - Designed to work with Index and Ingest (Public Preview) to manage datasets available for Context Grounding.
The UiPath GenAI Activities require you to input one or various text strings that generative models use. That text is usually contained in a file, which means you must first extract the content. You can do this using a couple of different methods or techniques.
Get files to use as input
First, you must pull the file into the workflow. You can achieve this in a variety of ways, including:
- Download or locate a file:
- Download File activities, available in Google Drive, OneDrive, Box, Dropbox, etc. Many Integration Service connectors offer the ability to pull a file from a specific cloud storage environment. You can use this option for serverless robots.
- Path Exists: This activity allows you to find a local file to use within their workflow. This does not work for serverless robots.
- Download Storage File: This activity allows you to pull in a document to a workflow from an Orchestrator bucket.
- Download file from URL: This activity allows users to download a file from a publicly-accessible URL.
- Queues and queue items:
- You can also take advantage of queues and queue items to pull in as inputs for GenAI activities.
Extract content from files
Once you have your file, you must extract the content (text strings) that the generative models use. You can achieve this through:
- Document Understanding: Use the Extract Text from PDF activity to pull all of the text from a PDF file.
- Integration Service Vision connectors and activities: Use either Google Vision, Microsoft Vision, or OpenAI to upload files and extract the text inside. This requires subscriptions to these services to work.
- Read Range: Using the Microsoft Excel or Google Sheets connectors, the Read Range activity can extract content from an Excel or CSV file and save the contents to a DataTable. You can convert this DataTable to a string using the Output DataTable activity or add the DataTable to the prompt directly.
Validation
Use Persistence activities, such as Create External Task and Wait for External Task and Resume, to set up human in the loop steps in your workflows to ensure the quality of the output.