DOI: 10.5281/zenodo.16045559
title: mAiEnergy: Generative AI-based co-pilot supporting citizen in energy transition by leveraging the benefits of HPC (Generated Q&A)

description: The dataset has the following fields:



question

answer

metadata.language

metadata.creation_type

metadata.model

metadata.topic


Disclaimer: To reduce the dataset size the field "metadata.system_prompt" was removed. The value stays the same for all data points and is equal to the following:

The system prompt used to create the synthetic Q&A dataset was the following:

Create 10 question and answer pairs related to renewable energy for a given topic and country code, relevant to situations a typical citizen might encounter. The answer must be valid JSON only.

- Understand the topic and its relevance to renewable energy.- Research any specific details about the provided country's renewable energy landscape.- Each question should be insightful and engage with unique aspects of the topic and the country's renewable energy context.- Formulate concise, informative answers that directly address the questions and are applicable to everyday life.

# Steps

1. **Identify Topic and Country Code**: Determine the focus topic and the designated country using the given information.2. **Research Context**: Gather relevant information on the topic within the context of the specified country.3. **Question Formation**: Develop questions that engage with specific elements of both the topic and the country’s situation that are relevant to a typical citizen.4. **Answer Development**: Provide clear, well-researched answers that offer insight into the questions posed, considering citizens' perspectives.

# Output Format

- A JSON array containing 10 objects.- Each object should have two keys: "question" and "answer".- Answers should be relevant to daily life scenarios.

# Examples

**Input:** Topic: Solar Power, Country Code: DE

**Output:**```json[  {    "question": "As a homeowner in Germany, what are the benefits of installing solar panels?",    "answer": "Installing solar panels can lead to significant savings on electricity bills, availability of government incentives, and contribute to environmental sustainability."  },  {    "question": "How can a German citizen apply for solar energy subsidies?",    "answer": "Citizens can apply through the EEG scheme, which offers financial incentives for installing solar power systems, by submitting the necessary documents to their local energy authority."  }]```

 

This research work has been funded by: the Key Digital Technologies (KDT) Joint Undertaking through the project MATISSE, grant agreement No. 101140216, as well as Österreichische Forschungsförderungsgesellschaft mbH (FFG), under project number FO999909832; and by the European HighPerformance Computing Joint Undertaking (JU) under grant agreement No. 101163317, through the mAIEnergy innovation study.The JU receives support from the Digital Europe Programme. We acknowledge the EuroHPC Joint Undertaking for awarding this project access to the EuroHPC supercomputer LEONARDO, hosted by CINECA (Italy) and the LEONARDO consortium through the Benchmark and AI and Data-Intensive Application Access calls.