> For the complete documentation index, see [llms.txt](https://docs.easy-dataset.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.easy-dataset.com/ed/en/datasets/dataset-generation.md).

# Dataset Generation

### Generate a Single Dataset

Click on the magic wand 🪄 icon on a single question to generate an answer (construct a dataset) for that question:

<figure><img src="/files/XFw0UxljstAkqdN949QA" alt=""><figcaption></figcaption></figure>

After generating an answer for the question, the number of answers already generated will be displayed on the right side (a single question can generate multiple answers):

<figure><img src="/files/CnZ0BT2PAtJAbpkcgfxa" alt=""><figcaption></figcaption></figure>

{% hint style="info" %}
Easy DataSet generates answers based on the question + the text block corresponding to the question + domain tags together, to ensure the relevance of the answer to the literature itself.
{% endhint %}

When a reasoning model is selected in the upper right corner, the chain of thought (COT) in the model's reasoning process will be preserved:

<figure><img src="/files/l7e453hijZIISKrCfRxG" alt=""><figcaption></figcaption></figure>

You can filter questions with generated answers and questions without generated answers:

<figure><img src="/files/q2XeroHlvcC50MbEmk6x" alt=""><figcaption></figcaption></figure>

### Batch Generate Datasets

You can multi-select or select all questions to batch produce answers:

<figure><img src="/files/bs34JIUvVkmf0g8cAqh0" alt=""><figcaption></figcaption></figure>

You can view the progress of batch tasks:

<figure><img src="/files/Iq6asPjRHSAgC7zN1vWs" alt=""><figcaption></figcaption></figure>

{% hint style="info" %}
When a batch task is in progress, closing or refreshing the current page will interrupt the task. You can open a new page to check the already generated answers in dataset management.
{% endhint %}

### Dataset Generation Configuration

The number of concurrent tasks in Task Settings - Question Generation Settings can still control the maximum number of concurrent tasks for batch dataset generation:

<figure><img src="/files/PFgoZPq6HH0HxfGZ8fD8" alt=""><figcaption></figcaption></figure>

{% hint style="info" %}
The larger the maximum number of concurrent tasks, the faster the dataset generation task, and vice versa. Pay attention to the maximum concurrency limit of the model provider.
{% endhint %}


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://docs.easy-dataset.com/ed/en/datasets/dataset-generation.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.