---
language:
- es
license: mit
task_categories:
- text-generation
- conversational
tags:
- medical
- healthcare
- nursing-home
- fine-tuning
- sft
size_categories:
- n<1K
---

# ResiPlus Vector Dataset

Semantic search optimization dataset for medical documents. Expands queries with medical synonyms and generates Qdrant filters for document retrieval.

## Dataset Details

- **Examples:** 400
- **Language:** Spanish (es)
- **Format:** Chat messages (system, user, assistant)
- **Use Case:** Fine-tuning LLMs for nursing home management system

## Usage

```python
from datasets import load_dataset

dataset = load_dataset("Alejandro284/resiplus-vector-dataset")
```

## Training with HF Skills

```
Fine-tune Qwen/Qwen2.5-0.5B on Alejandro284/resiplus-vector-dataset
for medical intent classification. Use SFT method. 5 epochs.
```

## Part of ResiPlus AI

This dataset is part of the ResiPlus AI agentic system for nursing home management:

1. **Router Agent** - Intent classification
2. **SQL Agent** - Database query generation
3. **Vector Agent** - Semantic search optimization
4. **Synthesis Agent** - Response generation

## License

MIT License