| | --- |
| | language: |
| | - es |
| | license: mit |
| | task_categories: |
| | - text-generation |
| | - conversational |
| | tags: |
| | - medical |
| | - healthcare |
| | - nursing-home |
| | - fine-tuning |
| | - sft |
| | size_categories: |
| | - n<1K |
| | --- |
| | |
| | # 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. **Router Agent** - Intent classification |
| | 2. **SQL Agent** - Database query generation |
| | 3. **Vector Agent** - Semantic search optimization |
| | 4. **Synthesis Agent** - Response generation |
| | |
| | ## License |
| | |
| | MIT License |
| | |
