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Prompt Pattern 1 - Reader / Writer
by UiPath
0
Accelerator
<100
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 marketing UiPath software 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)
Technical
Version
1.0.0Updated
July 18, 2023Works with
Studio: 23.4+
Certification
Gold Certified
Tags
Support
Email: solution-accelerators-support@uipath.com
Link: https://marketplace.uipath.com/contact-usSupport 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.
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