task_categories:text-generation task_categories:text2text-generation task_categories:text-retrieval task_categories:question-answering task_categories:sentence-similarity size_categories:n<1K format:parquet modality:text library:datasets library:pandas library:mlcroissant library:polars library:distilabel region:us synthetic distilabel rlaif datacraft
---
size_categories: n<1K
task_categories:
- text-generation
- text2text-generation
- text-retrieval
- question-answering
- sentence-similarity
dataset_info:
  features:
  - name: context
    dtype: string
  - name: question
    dtype: string
  - name: response
    dtype: string
  - name: positive_retrieval
    dtype: string
  - name: negative_retrieval
    dtype: string
  splits:
  - name: train
    num_bytes: 39052
    num_examples: 12
  download_size: 33970
  dataset_size: 39052
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
tags:
- synthetic
- distilabel
- rlaif
- datacraft
---

<p align="left">
  <a href="https://github.com/argilla-io/distilabel">
    <img src="https://raw.githubusercontent.com/argilla-io/distilabel/main/docs/assets/distilabel-badge-light.png" alt="Built with Distilabel" width="200" height="32"/>
  </a>
</p>

# Dataset Card for RAGtry

This dataset has been created with [distilabel](https://distilabel.argilla.io/).



## Dataset Summary

This dataset contains a `pipeline.yaml` which can be used to reproduce the pipeline that generated it in distilabel using the `distilabel` CLI:

```console
distilabel pipeline run --config "https://huggingface.co/datasets/valcarese/RAGtry/raw/main/pipeline.yaml"
```

or explore the configuration:

```console
distilabel pipeline info --config "https://huggingface.co/datasets/valcarese/RAGtry/raw/main/pipeline.yaml"
```

## Dataset structure

The examples have the following structure per configuration:


<details><summary> Configuration: default </summary><hr>

```json
{
    "context": "**Demographic Information**\n\n1. Family Structure: \n   - Number of parents/guardians\n   - Ages and relationships of all household members\n   - Information on any foster care or previous placements\n\n2. Family Dynamics:\n   - History of domestic violence or substance abuse\n   - Quality of parent-child relationships and interactions\n   - Presence of conflict between family members\n\n**Risk Indicators**\n\n1. Environmental Risks\n   - Living conditions: overcrowding, cleanliness, and access to basic necessities\n   - Neighborhood safety and community resources\n   - Availability of stable food and housing arrangements\n\n2. Child Developmental Risks\n   - Academic performance and attendance\n   - Behavioral issues and emotional distress\n   - Physical health and immunization status\n\n**Assessment of Parental Capabilities**\n\n1. Parental Supervision and Support\n   - Frequency and quality of parent-child interactions\n   - Parental involvement in child\u0027s education and activities\n\n2. Parental Well-being\n   - History of mental health issues or substance abuse\n   - Parental education level and employment status\n\n**Intervention Strategies**\n\n1. Home visits and family counseling to address relationship dynamics and parenting skills\n2. Referral to community resources for food, housing, and job training\n3. Psychological evaluations and therapy for children and parents\n4. Regular check-ins with social workers and healthcare professionals to monitor progress and adjust interventions as needed\n\n**Child Safety Plan**\n\n1. Immediate safety plan for removing child from home if necessary\n2. Placement options: foster care, kinship care, or adoption\n3. Development of a long-term plan for reunification or alternative care arrangement\n\n**Prevention and Support Services**\n\n1. Case management and coordination with community agencies\n2. Parenting education and resource connection\n3. Monthly home visits and regular check-ins with family\n\n**Behavioral and Psychological Assessments**\n\n1. Conduct regular home visits to assess family dynamics and environment\n2. Use standardized tools to evaluate child and parent functioning and well-being\n3. Psychological evaluations for children and parents to identify areas for support and intervention",
    "negative_retrieval": "What demographic information should be collected for this family to determine their eligibility for a government assistance program?",
    "positive_retrieval": "What demographic information should be collected for this family to develop an effective intervention plan?",
    "question": "What demographic information should be collected for this family to develop an effective intervention plan?",
    "response": "Based on the provided document, the following demographic information should be collected to develop an effective intervention plan:\n\n1. Number of parents/guardians\n2. Ages and relationships of all household members\n3. Information on any foster care or previous placements\n4. Family structure (i.e., whether the family is a single-parent household or multi-parent household)"
}
```

This subset can be loaded as:

```python
from datasets import load_dataset

ds = load_dataset("valcarese/RAGtry", "default")
```

Or simply as it follows, since there's only one configuration and is named `default`: 

```python
from datasets import load_dataset

ds = load_dataset("valcarese/RAGtry")
```


</details>




