---
license: openrail
language:
- it
tags:
- italian
- dataset
- user-prompts
- chatbot
- Emma-5
- anonymized
- classification
- conversational-ai
---

# Emma-5 User Prompts Dataset

This repository provides a **small public sample** of a larger dataset containing over **44,600 unique, real-world, anonymized user prompts** collected during the first launch phase of the **Emma** chatbot, in which users interacted with the **Emma-5** model from **June 19 to June 26, 2026**.

The original dataset contains prompts generated by real users and subsequently anonymized and classified into **21 categories**. Only a small sample, consisting of a few dozen prompts, is publicly available in this repository.

The complete dataset is not included in this repository.

## Dataset Description

The original dataset consists of:

- **44,600+ unique prompts**
- Real prompts generated by users interacting with Emma-5
- Data collected between **June 19 and June 26, 2026**
- **21 prompt categories**
- Fully anonymized content

The sample published in this repository is intended to provide a representative preview of the dataset's structure and content without making the complete dataset publicly available.

## Intended Use

The public sample may be used for research, experimentation, dataset inspection, prompt classification, natural language processing, and conversational AI development.

The complete dataset may additionally be used for training, fine-tuning, and evaluation of machine learning and artificial intelligence models, subject to the applicable license and terms of use.

## Privacy and Anonymization

The prompts in the original dataset were processed to remove or anonymize personal information before being included in the dataset.

The public sample available in this repository contains anonymized prompts only.

Users' identities are not included in the dataset. The dataset must not be used to attempt to identify, infer, or reconstruct the identity of any individual user.

## Data Collection

The original dataset was collected during the initial launch phase of the Emma chatbot, between **June 19 and June 26, 2026**.

During this period, users interacted directly with the **Emma-5** model through the Emma chatbot. The resulting prompts were subsequently collected, anonymized, and classified into 21 categories.

## Public Sample

Only a **small sample of a few dozen prompts** from the original dataset is publicly available through this repository.

The public sample does not contain the complete dataset and should not be considered representative of the full distribution of prompts across the original dataset.

## License and Terms of Use

By downloading and using the publicly available sample, you agree to comply with the **OpenRAIL** license and the additional terms described below.

The publicly available sample may be used for research, experimentation, evaluation, and development purposes, subject to the applicable license terms.

Redistribution, resale, sublicensing, or sharing of the dataset or any substantial portion of it to third parties is prohibited.

Any model, technical documentation, model card, or public description of a system trained using this dataset must include the following attribution:

> "Trained using datasets provided by Egomnia S.p.A."

## Complete Dataset

The complete dataset containing over **44,600 unique prompts** is not publicly available through this repository.

For information regarding access to the complete dataset and Egomnia's AI datasets, visit:

https://ai.egomnia.com/store

## About Egomnia

**Egomnia S.p.A.** is an Italian innovative SME and AI research laboratory focused on artificial intelligence, software development, and Italian-language AI technologies.

Egomnia develops AI systems and datasets with a focus on Italian-language applications and real-world use cases.