MarketplaceAcceleratorsAcceleratorPrompt Pattern 1 - Reader / Writer
Prompt Pattern 1 - Reader / Writer

Prompt Pattern 1 - Reader / Writer

by UiPath

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0

Accelerator

Downloads

101

Benefits


208

hours

Reduced development time*


60%

Optimized productivity


50%

Enhanced accuracy

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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 enables tailored cold emails to potential clients.

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 1 – Reader / Writer 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 involves sending cold emails to potential customers using knowledge of their industry. Initial context is gathered from a CRM and HRIS system, with additional context from a Knowledge Base System based on the initial information. An email is then generated using the context, refined, and verified before being sent to the potential client.

Features

Features

  • Unattended and Attended Dispatcher Templates are used to gather 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 context in a queue or manually verify each LLM response.
  • Unattended and Attended Performer Templates are used to execute processes that include the personalized text 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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Trusted Source

License & Privacy

License Agreement

Privacy Terms

Technical

Version

1.0.1

Updated

May 22, 2024

Works with

Studio: 23.4+

Certification

Gold Certified

Application

UiPath OrchestratorUiPath RobotUiPath Studio

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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