MarketplaceAcceleratorsAcceleratorPrompt Pattern 2 - Analyst / Doer
Prompt Pattern 2 - Analyst / Doer

Prompt Pattern 2 - Analyst / Doer

by UiPath

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0

Accelerator

Downloads

<100

accelerator_benefits_label


240

Hours

ReducedDevelopmentTime


70Percentage

OptimizeProductivity


50Percentage

EnhancedAccuracy

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Summary

Summary

Refine your prompt and alter LLM outcomes with Generative AI parameters for personalized text in the Performer process. This accelerator generates data from summary emails.

Overview

Overview

Prompt engineering is an artificial intelligence (AI) concept that optimizes the prompts and parameters of a large language model (LLM) to produce precise, context-aware responses. The Prompt Pattern 2 – Analyst / Doer Solution Accelerator uses this approach to fine-tune the prompts and retrieve accurate responses from a LLM. Each iteration’s output is clearly presented, enabling the assessment of the AI’s accuracy. Modifications in each iteration can be made to the prompt, AI parameters, AI model, or even AI provider. The engineer can verify each LLM response manually before it’s used in other automations. If satisfied, the engineer can run the prompt against all queue items without additional manual checks.

This Solution Accelerator exemplifies generating structured data from a summary email. Initial context is gathered from a user's email inbox that receives an email summarizing a virtual meeting. A structured output, which specifies what UiPath process to call and any arguments, is created using the context. After refinement and verification, separate paths of processing occur in the Performer. In this instance, workflows in the LLM can include scheduling a follow-up meeting, sending specific documents for review to participants, and forwarding the summary to all participants.

Features

Features

  • Unattended and Attended Dispatcher Templates are used to gather unstructured context from multiple sources.
  • Automatically insert context into a prompt.
  • Human-in-the-loop validation of LLM responses. Users can change prompts, parameters, models, and providers in one verification screen.
  • Automatically run against all gathered in a queue or manually verify each LLM response.
  • Unattended and Attended Performer Templates are used to execute processes based off the structured LLM response.

Additional Information

Additional Information

Dependencies

• UiPath.Form.Activities: [2.0.3] • UiPath.GoogleVertex.IntegrationService.Activities: [5.0.0-preview] • UiPath.MicrosoftAzureOpenAI.IntegrationService.Activities: [6.1.0] • UiPath.OpenAI.IntegrationService.Activities: [6.1.0] • UiPath.Persistence.Activities: [1.4.3] • UiPath.SolutionAccelerators.Reusables.Generic: [1.1.0] • UiPath.UIAutomation.Activities: [22.4.7]

Code Language

Visual Basic

Runtime

Windows (.Net 5.0 or higher)

* Learn more about how the benefits are calculated. Click here.

Publisher

UiPath

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License & Privacy

License Agreement

Privacy Terms

Technical

Version

1.0.0

Updated

July 18, 2023

Works with

Studio: 23.4+

Certification

Gold Certified

Application

Microsoft Outlook

Support

Email: solution-accelerators-support@uipath.com

Link: https://marketplace.uipath.com/contact-us

Support on Demand is available only to UiPath Enterprise customers. To access this type of support, you need to have an active UiPath license. More details are available here: https://docs.uipath.com/marketplace/automation-cloud/latest/user-guide/support-on-demand. Note: Marketplace Support On Demand is not subject to a response SLA, but one should expect a response within two business days.

Resources

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