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KPI Interpreter using Gen AI

<p><strong>KPIs report explanation using Gen AI</strong></p><p>This workflow uses OpenAI's (Gpt 4o mini) to explain a KPI report containing information (in the form of different plots and charts) regarding a simulated software company.</p><p><strong>Notes if you need a different use case:</strong></p><p>If you need to change the workflow for a different use case, the following recommendations may help:</p><ul><li><p>Modify the text extraction (both cleaning steps and prompt) to fit the schema of the new document</p></li><li><p>Explore different models to optimize the performance in the new task</p></li><li><p>Adapt the following prompts for the explanation</p></li><li><p>Modify the output report as needed to fit your use case</p></li></ul>

URL: KPIs report explanation using GenAI https://www.knime.com/blog/how-to-leverage-open-source-llms-ollama

Authenticate to AI provider

Connect to a KNIME Hub instance and retrieve the OpenAI credentials from the secret store

Interpret selected KPIs

Select a KPI file and check the workflow execution that uses OpenAI's (Gpt 4o mini) to explain a KPI report containing information (in the form of different plots and charts) regarding a simulated software company

KPI Interpreter using Gen AI


This workflow uses OpenAI's (Gpt 4o mini) to explain a KPI report containing information (in the form of different plots and charts) regarding a simulated software company.

Notes if you need a different use case:

If you need to change the workflow for a different use case, the following recommendations may help:

  • Modify the text extraction (both cleaning steps and prompt) to fit the schema of the new document

  • Explore different models to optimize the performance in the new task

  • Adapt the following prompts for the explanation

  • Modify the output report as needed to fit your use case

KPI Interpreter
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