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Orchestration with Grounding Capabilities in SAP AI Core (Interview Question Generation Use Case)

Beginner
45 min.
SAP Business Technology Platform, Beginner, Tutorial, Machine Learning, Artificial Intelligence
This tutorial offers a step-by-step guide on setting up document grounding capabilities, creating pipelines, and leveraging SAP AI Core for tailored use cases. In this scenario, we demonstrate generating interview questions based on job description (JD). By integrating vector-based data repositories as the grounding source, we enable precise retrieval of contextual insights from the documents. This approach ensures that the questions are both relevant and comprehensive, aligning with the role's requirements. Follow this guide to implement a seamless pipeline for generating role-specific interview questions with SAP AI Core.
You will learn
  • How to set up orchestration pipelines, enable document grounding, and perform vector retrieval using SAP AI Core’s grounding capabilities
I321506Smita NaikApril 28, 2025
Created by
sharmaneeleshsap
December 27, 2024
Contributors
sharmaneeleshsap
rbrainey

Prerequisites

  • A BTP global account.
  • If you are an SAP Developer or SAP employee, refer to the following links (**for internal SAP stakeholders only**):
  • How to create a BTP Account (internal)
  • SAP AI Core Documentation
  • If you are an external developer, customer, or partner, refer to this tutorial.
  • AI Core setup and basic knowledge: Link to documentation.
  • An AI Core instance with a Standard Plan or Extended Plan.
  • Access to Microsoft SharePoint for grounding capabilities.
  • Step 1

    To set up SAP AI Core for generating interview questions from a job description, the following steps need to be completed: creating a service key, downloading and importing a Bruno collection, setting environment variables, generating a token, creating a resource group, creating a configuration, and deploying the setup. For detailed guidance on these steps, please follow the Tutorial

  • Step 2
  • Step 3
  • Step 4
  • Step 5
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  • Step 6

    Note: Refer to the screenshots below for guidance on configuring the prompt and grounding query.

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