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Alejandro284/resiplus-sql-dataset

ResiPlus Sql Dataset SQL generation dataset for nursing home database queries. Converts natural language medical queries to safe, parameterized SQL queries with mandatory residencia_id filtering. Dataset Details Examples: 500 Language: Spanish (es) Format: Chat messages (system, user, assistant) Use Case: Fine-tuning LLMs for nursing home management system Usage from datasets import load_dataset dataset =… See the full description on the dataset page: https://huggingface.co/datasets/Alejandro284/resiplus-sql-dataset.

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Dataset Card

ResiPlus Sql Dataset

SQL generation dataset for nursing home database queries. Converts natural language medical queries to safe, parameterized SQL queries with mandatory residencia_id filtering.

Dataset Details

  • —Examples: 500
  • —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-sql-dataset")

Training with HF Skills

Fine-tune Qwen/Qwen2.5-0.5B on Alejandro284/resiplus-sql-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. 1.Router Agent - Intent classification
  2. 2.SQL Agent - Database query generation
  3. 3.Vector Agent - Semantic search optimization
  4. 4.Synthesis Agent - Response generation

License

MIT License